🕷️ Crawler Inspector

URL Lookup

Direct Parameter Lookup

Raw Queries and Responses

1. Shard Calculation

Query:

Response:

Calculated Shard: 95 (from laksa053)

2. Crawled Status Check

Query:

curl -X POST \
  'http://laksa095.int.ahrefs:8124/' \
  -H 'Content-Type: text/plain' \
  -H 'X-ClickHouse-Database: crawler3' \
  -H 'Authorization: Basic YXBpOg==' \
  -d 'SELECT getAhrefsURLFromUnparsed(src_unparsed) AS found_url, ifNull(toUnixTimestamp(download_stamp), 0) AS crawl_time, ifNull(toUnixTimestamp(props_url_first_seen), 0) AS first_indexed_time, download_http_code AS http_code, src_unparsed AS src_unparsed, src_root_hash AS src_root_hash, history_drop_reason AS history_drop_reason, meta_title AS meta_title, meta_descriptions AS meta_descriptions, attrs_boilerpipe_text AS attrs_boilerpipe_text, attrs_markdown AS attrs_markdown, attrs_readable_markdown AS attrs_readable_markdown, meta_canonical AS meta_canonical FROM crawler3.page_info_local FINAL PREWHERE (src_root_hash, src_unparsed) IN ((getAhrefsRootHashFromUnparsed(getAhrefsUnparsedNoserviceFromURL(\'https://cloud.google.com/speech-to-text\')), getAhrefsUnparsedNoserviceFromURL(\'https://cloud.google.com/speech-to-text\'))) FORMAT JSONEachRow'

Response:

{"found_url":"https:\/\/cloud.google.com\/speech-to-text","crawl_time":1770437292,"first_indexed_time":0,"http_code":200,"src_unparsed":"com,google!cloud,\/speech-to-text s443","src_root_hash":"744624608793826895","history_drop_reason":null,"meta_title":"Speech-to-Text: AI voice typing & transcription | Google Cloud","meta_descriptions":["Accurate voice typing and transcription powered by Gemini. Convert speech to text in 125+ languages with state-of-the-art AI accuracy."],"attrs_boilerpipe_text":"Turn speech into text using Google AI\nConvert audio into text transcriptions and integrate speech recognition into applications with easy-to-use APIs.\nNew customers also get up to $300 in free credits\n to try Speech-to-Text and other Google Cloud products.\nFeatures\nAdvanced speech AI\nSpeech-to-Text can utilize\nChirp 3\n, Google Cloud’s foundation model for speech trained on millions of hours of audio data and billions of text sentences. This contrasts with traditional speech recognition techniques that focus on large amounts of language-specific supervised data. These techniques give users improved\nrecognition and transcription\nfor more spoken languages and accents.\nSupport for 85+ languages and variants\nBuild for a global user base with\nextensive language support\n. Transcribe short, long, and even streaming audio data. Speech-to-Text also offers users more accurate and\nglobe-spanning deployments for transcription with Chirp 3\n, the next generation of universal speech models.\nChirp 3: Transcription was built using self-supervised training on millions of hours of audio and 28 billion sentences of text spanning 100+ languages.\nStreaming speech recognition\nReceive real-time speech recognition results as the API processes the audio input streamed from your application’s microphone or sent from a prerecorded audio file (inline or through Cloud Storage).\nAI-powered speech recognition and transcription\nSpeech-to-Text uses\nmodel adaptation\nto improve the accuracy of frequently used words, expand the vocabulary available for transcription, and improve transcription from noisy audio. Model adaptation lets users customize Speech-to-Text to recognize specific words or phrases more frequently than other options that might otherwise be suggested. For example, you could bias Speech-to-Text towards transcribing \"weather\" over \"whether.\"\nOut-of-the-box regulatory and security compliance\nSpeech-to-Text API v2 gives enterprise and business customers added security and regulatory requirements out of the box.\nData residency\nenables the invocation of transcription models through a fully regionalized service that taps into Google Cloud regions like Singapore and Belgium. Logs for resource generation and transcription are made easily available in the Google Cloud console. And Speech-to-Text API v2 offers enterprise-grade encryption with\ncustomer-managed encryption keys\n for all resources as well as batch transcription.\nSpeech adaptation\nCustomize speech recognition to transcribe domain-specific terms and rare words by providing hints and \nboost\n your transcription accuracy of specific words or phrases. Automatically convert spoken numbers into addresses, years, currencies, and more using \nclasses\n.\nSpeech-to-Text On-Prem\nHave full control over your infrastructure and protected speech data while leveraging Google’s speech recognition technology \non-premises\n, right in your own private data centers. \nContact sales\n to get started.\nMultichannel recognition\nSpeech-to-Text can recognize distinct channels in multichannel situations (for example, video conference) and annotate the transcripts to preserve the order.\nNoise robustness\nSpeech-to-Text can handle noisy audio from many environments without requiring additional noise cancellation.\nDomain-specific models\nChoose from a\nselection of trained models\n for voice control and phone call and video transcription optimized for domain-specific quality requirements. For example, our enhanced phone call model is tuned for audio originated from telephony, such as phone calls recorded at an 8khz sampling rate.\nContent filtering\nProfanity filter helps you detect inappropriate or unprofessional content in your audio data and filter out profane words in text results.\nTranscription evaluation\nUpload your own voice data and have it transcribed with no code. Evaluate quality by iterating on your configuration.\nAutomatic punctuation (beta)\nSpeech-to-Text accurately punctuates transcriptions, such as by providing commas, question marks, and periods.\nSpeaker diarization\nKnow who said what by receiving automatic predictions about which of the speakers in a conversation spoke each utterance.\nCompare Speech-to-Text Chirp model in API and Vertex AI Studio\nProduct\nWhat is it\nBest for\nKey features\nChirp 3: Transcription in Vertex AI\nA simple to use no code, web-based, graphical user interface.\nRapidly test audio files, quickly prototype, create audio transcription, upload audio or recordings directly into a web browser.\n-Enhanced multilingual language detection and transcription\n-Supports transcription in 85+ languages and variants\n-Supports speaker diarization and model adaptation\n-Automatic speech recognition, transcribing audio into text\n-Multilingual language detection and transcription\nChirp 3: Transcription on Speech-to-Text V2 API\nAn\nAPI\nthat is the next generation of Google's universal Speech-to-Text model, unifying data from multiple languages.\nBuilding scalable,\nEnterprise-grade\napplications.\nEasy transcription integration into existing software.\n-Enhanced multilingual language detection and transcription\n-Supports transcription in 85+ languages and variants\n-Supports speaker diarization and model adaptation\n-Automatic speech recognition, transcribing audio into text\n-Multilingual language detection and transcription\nChirp 3: Transcription in Vertex AI\nWhat is it\nA simple to use no code, web-based, graphical user interface.\nBest for\nRapidly test audio files, quickly prototype, create audio transcription, upload audio or recordings directly into a web browser.\nKey features\n-Enhanced multilingual language detection and transcription\n-Supports transcription in 85+ languages and variants\n-Supports speaker diarization and model adaptation\n-Automatic speech recognition, transcribing audio into text\n-Multilingual language detection and transcription\nChirp 3: Transcription on Speech-to-Text V2 API\nWhat is it\nAn\nAPI\nthat is the next generation of Google's universal Speech-to-Text model, unifying data from multiple languages.\nBest for\nBuilding scalable,\nEnterprise-grade\napplications.\nEasy transcription integration into existing software.\nKey features\n-Enhanced multilingual language detection and transcription\n-Supports transcription in 85+ languages and variants\n-Supports speaker diarization and model adaptation\n-Automatic speech recognition, transcribing audio into text\n-Multilingual language detection and transcription\nHow It Works\nSpeech-to-Text has three main methods to perform speech recognition: synchronous, asynchronous, and streaming. Each method returns text results based on if transcription is needed in post processing, periodically, or in real time. Simply put, you'll input audio data and then receive a text-based response.\nLearn how to add Speech-to-Text to your apps\nDemo\nTest out the Speech-to-Text API\nQuickly create audio transcription from a file upload or directly speaking into a mic.\nCommon Uses\nTranscribe audio\nTutorials, quickstarts, & labs\nCaption videos using AI\nTutorials, quickstarts, & labs\nAdd Speech-to-Text to apps\nTutorials, quickstarts, & labs\nHow to add Speech-to-Text to apps\nLearn how you can quickly and easily enable Speech-to-Text for your application with Google Cloud. This video covers how to add AI to your application without extensive machine learning model experience. Using the pretrained Speech-to-Text API you'll quickly and easily enable AI for your application.\nAdd\nvoice control\nto apps\nHow to add Speech-to-Text to apps\nLearn how you can quickly and easily enable Speech-to-Text for your application with Google Cloud. This video covers how to add AI to your application without extensive machine learning model experience. Using the pretrained Speech-to-Text API you'll quickly and easily enable AI for your application.\nAdd\nvoice control\nto apps\nTranslate audio into text\nTutorials, quickstarts, & labs\nLanguage, speech, text, and translation with Google Cloud APIs\nLanguage, speech, text, and translation with Google Cloud APIs\nGenerate a solution\nWhat problem are you trying to solve?\nWhat you'll get:\nStep-by-step guide\nReference architecture\nAvailable pre-built solutions\nThis service was built with\nVertex AI\n. You must be 18 or older to use it. Do not enter sensitive, confidential, or personal info.\nPricing\nHow Speech-to-Text pricing works\nSpeech-to-Text pricing is based on the API version, channels, batch methods, and any additional Google Cloud service costs like storage.\nAPI version\nService and capability\nPricing\nSpeech-to-Text V2 API\nV2 offers data residency for multi and single region deployments of Chirp 3. V2 does include audit logging and support for customer managed encryption keys.\n$0.016\nper min\nHow Speech-to-Text pricing works\nSpeech-to-Text pricing is based on the API version, channels, batch methods, and any additional Google Cloud service costs like storage.\nSpeech-to-Text V2 API\nService and capability\nV2 offers data residency for multi and single region deployments of Chirp 3. V2 does include audit logging and support for customer managed encryption keys.\nPricing\n$0.016\nper min\nPricing calculator\nEstimate your monthly Speech-To-Text costs, including region specific pricing and fees.\nCustom quote\nConnect with our sales team to get a custom quote for your organization.\nStart your proof of concept\nNew customers get up to $300 in free credits to try Speech-to-Text and other Google Cloud products\nHave a large project?\nSpeech-to-Text On-Prem\nSpeech-to-Text basics\nSpeech-to-Text code samples","attrs_markdown":"Page Contents\n\n- [![](https:\/\/www.gstatic.com\/bricks\/image\/d5d37ee3593566c650cbb3e3724cc03e2cfe2d69d912622681ceba34ad31d198.svg)Documentation](https:\/\/docs.cloud.google.com\/speech-to-text\/docs)\n- [![](https:\/\/www.gstatic.com\/bricks\/image\/10c4a3154c4549a892cd3601c98880acb6c69c083554d7ed5c9f453cb3453b6a.svg)Release notes](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/release-notes)\n- [![](https:\/\/www.gstatic.com\/bricks\/image\/493351e6617994047d49abd8551d53aa65d4c040d95b6e6602eca792b85f8116.svg)Training](https:\/\/www.skills.google\/catalog?keywords=Cloud+Speech-to-Text&locale=)\n\n[**Try Gemini 3**, our best model for reasoning, coding, and multimodal understanding in Vertex AI](https:\/\/console.cloud.google.com\/vertex-ai\/studio\/multimodal)\n\n# Speech-to-Text\n## Turn speech into text using Google AI\nConvert audio into text transcriptions and integrate speech recognition into applications with easy-to-use APIs.\n\n**New customers also get up to \\$300 in free credits** to try Speech-to-Text and other Google Cloud products.\n\nStart transcribing\n\nContact sales\n\n### Product highlights\n- [Easily add Speech-to-Text to apps](https:\/\/cloud.google.com\/speech-to-text#common-uses)\n- [Transcribe audio files or real-time audio](https:\/\/cloud.google.com\/speech-to-text#demo)\n- [Supports over 125 languages](https:\/\/cloud.google.com\/speech-to-text#features)\n- [Use AI to caption videos](https:\/\/cloud.google.com\/speech-to-text#common-uses)\n***\n\nFeatures\n\n### Advanced speech AI\nSpeech-to-Text can utilize [Chirp 3](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/models\/chirp-3), Google Cloud’s foundation model for speech trained on millions of hours of audio data and billions of text sentences. This contrasts with traditional speech recognition techniques that focus on large amounts of language-specific supervised data. These techniques give users improved [recognition and transcription](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/models\/chirp-3) for more spoken languages and accents.\n\n### Support for 85+ languages and variants\nBuild for a global user base with [extensive language support](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/speech-to-text-supported-languages). Transcribe short, long, and even streaming audio data. Speech-to-Text also offers users more accurate and [globe-spanning deployments for transcription with Chirp 3](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/models\/chirp-3), the next generation of universal speech models.\n\nChirp 3: Transcription was built using self-supervised training on millions of hours of audio and 28 billion sentences of text spanning 100+ languages.\n\n[Transcribe short, long, or streaming audio View guide](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/sync-recognize)\n\n### Streaming speech recognition\nReceive real-time speech recognition results as the API processes the audio input streamed from your application’s microphone or sent from a prerecorded audio file (inline or through Cloud Storage).\n\n### AI-powered speech recognition and transcription\nSpeech-to-Text uses [model adaptation](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/models\/chirp-3#improve_accuracy_with_model_adaptation) to improve the accuracy of frequently used words, expand the vocabulary available for transcription, and improve transcription from noisy audio. Model adaptation lets users customize Speech-to-Text to recognize specific words or phrases more frequently than other options that might otherwise be suggested. For example, you could bias Speech-to-Text towards transcribing \"weather\" over \"whether.\"\n\n### Out-of-the-box regulatory and security compliance\nSpeech-to-Text API v2 gives enterprise and business customers added security and regulatory requirements out of the box. [Data residency](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/locations) enables the invocation of transcription models through a fully regionalized service that taps into Google Cloud regions like Singapore and Belgium. Logs for resource generation and transcription are made easily available in the Google Cloud console. And Speech-to-Text API v2 offers enterprise-grade encryption with [customer-managed encryption keys](https:\/\/docs.cloud.google.com\/kms\/docs\/cmek) for all resources as well as batch transcription.\n\n### Speech adaptation\nCustomize speech recognition to transcribe domain-specific terms and rare words by providing hints and [boost](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/adaptation-model) your transcription accuracy of specific words or phrases. Automatically convert spoken numbers into addresses, years, currencies, and more using [classes](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/class-tokens).\n\n### Speech-to-Text On-Prem\nHave full control over your infrastructure and protected speech data while leveraging Google’s speech recognition technology [on-premises](https:\/\/docs.cloud.google.com\/speech-to-text\/priv), right in your own private data centers. [Contact sales](https:\/\/cloud.google.com\/contact) to get started.\n\n### Multichannel recognition\nSpeech-to-Text can recognize distinct channels in multichannel situations (for example, video conference) and annotate the transcripts to preserve the order.\n\n### Noise robustness\nSpeech-to-Text can handle noisy audio from many environments without requiring additional noise cancellation.\n\n### Domain-specific models\nChoose from a [selection of trained models](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/overview#select-model) for voice control and phone call and video transcription optimized for domain-specific quality requirements. For example, our enhanced phone call model is tuned for audio originated from telephony, such as phone calls recorded at an 8khz sampling rate.\n\n### Content filtering\nProfanity filter helps you detect inappropriate or unprofessional content in your audio data and filter out profane words in text results.\n\n### Transcription evaluation\nUpload your own voice data and have it transcribed with no code. Evaluate quality by iterating on your configuration.\n\n### Automatic punctuation (beta)\nSpeech-to-Text accurately punctuates transcriptions, such as by providing commas, question marks, and periods.\n\n### Speaker diarization\nKnow who said what by receiving automatic predictions about which of the speakers in a conversation spoke each utterance.\n\nView all features\n\nCompare Speech-to-Text Chirp model in API and Vertex AI Studio\n\n| Product | What is it | Best for | Key features |\n|---|---|---|---|\n| Chirp 3: Transcription in Vertex AI | A simple to use no code, web-based, graphical user interface. | Rapidly test audio files, quickly prototype, create audio transcription, upload audio or recordings directly into a web browser. | \\-Enhanced multilingual language detection and transcription \\-Supports transcription in 85+ languages and variants \\-Supports speaker diarization and model adaptation \\-Automatic speech recognition, transcribing audio into text \\-Multilingual language detection and transcription |\n| Chirp 3: Transcription on Speech-to-Text V2 API | An **API** that is the next generation of Google's universal Speech-to-Text model, unifying data from multiple languages. | Building scalable, **Enterprise-grade** applications. Easy transcription integration into existing software. | \\-Enhanced multilingual language detection and transcription \\-Supports transcription in 85+ languages and variants \\-Supports speaker diarization and model adaptation \\-Automatic speech recognition, transcribing audio into text \\-Multilingual language detection and transcription |\n\nChirp 3: Transcription in Vertex AI\n\nWhat is it\n\nA simple to use no code, web-based, graphical user interface.\n\nBest for\n\nRapidly test audio files, quickly prototype, create audio transcription, upload audio or recordings directly into a web browser.\n\nKey features\n\n\\-Enhanced multilingual language detection and transcription\n\n\\-Supports transcription in 85+ languages and variants\n\n\\-Supports speaker diarization and model adaptation\n\n\\-Automatic speech recognition, transcribing audio into text\n\n\\-Multilingual language detection and transcription\n\nChirp 3: Transcription on Speech-to-Text V2 API\n\nWhat is it\n\nAn **API** that is the next generation of Google's universal Speech-to-Text model, unifying data from multiple languages.\n\nBest for\n\nBuilding scalable, **Enterprise-grade** applications.\n\nEasy transcription integration into existing software.\n\nKey features\n\n\\-Enhanced multilingual language detection and transcription\n\n\\-Supports transcription in 85+ languages and variants\n\n\\-Supports speaker diarization and model adaptation\n\n\\-Automatic speech recognition, transcribing audio into text\n\n\\-Multilingual language detection and transcription\n\nHow It Works\n\n### Speech-to-Text has three main methods to perform speech recognition: synchronous, asynchronous, and streaming. Each method returns text results based on if transcription is needed in post processing, periodically, or in real time. Simply put, you'll input audio data and then receive a text-based response.\nView documentation\n\n[![Add speech-to-text to app](https:\/\/www.gstatic.com\/bricks\/image\/SHfryAf2t5aV3GO8NqU3peFueDRFGVY7cb6X1BMXHeR-STNRc7RWRYspPgOdDmPw0a2HOAET6Q0.png)](https:\/\/www.youtube.com\/watch?v=yaDrWa1f-RI&t=130s)\n\nLearn how to add Speech-to-Text to your apps\n\nDemo\n\n## Test out the Speech-to-Text API\nQuickly create audio transcription from a file upload or directly speaking into a mic.\n\nCommon Uses\n\n### Transcribe audio\n#### ![build](https:\/\/fonts.gstatic.com\/s\/i\/short-term\/release\/googlesymbols\/build\/wght100fill1\/20px.svg)Tutorials, quickstarts, & labs\n## Create an audio transcription\nLearn how to use the Speech-to-Text API from within the Google Cloud console by creating an audio transcription in just a few steps. You can also transcribe [streaming](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/streaming-recognize), [short](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/sync-recognize), and [long](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/batch-recognize) audio.\n\nStart using Speech-to-Text\n\n[![Audio transcription UI](https:\/\/www.gstatic.com\/bricks\/image\/FK0DgP_QqpeTB20PHUYrxHKbx455iRegmpay4BAV6GaO973dlkyZrBHMmTi-W2W38d_XR-q6-Nm57Q.png)](https:\/\/cloud.google.com\/speech-to-text)\n\nSpeech-to-Text uploader preview\n\n- [Browse sample applications](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/samples)\n- [Speech-to-Text tutorials and guides](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/quickstarts\/console-tutorials)\n- [Transcribe audio from a mic to text](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/streaming-recognize)\n\n![build](https:\/\/fonts.gstatic.com\/s\/i\/short-term\/release\/googlesymbols\/build\/wght100fill1\/20px.svg)\n\n#### Tutorials, quickstarts, & labs\n\n## Create an audio transcription\nLearn how to use the Speech-to-Text API from within the Google Cloud console by creating an audio transcription in just a few steps. You can also transcribe [streaming](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/streaming-recognize), [short](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/sync-recognize), and [long](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/batch-recognize) audio.\n\nStart using Speech-to-Text\n\n[![Audio transcription UI](https:\/\/www.gstatic.com\/bricks\/image\/FK0DgP_QqpeTB20PHUYrxHKbx455iRegmpay4BAV6GaO973dlkyZrBHMmTi-W2W38d_XR-q6-Nm57Q.png)](https:\/\/cloud.google.com\/speech-to-text)\n\nSpeech-to-Text uploader preview\n\n- [Browse sample applications](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/samples)\n- [Speech-to-Text tutorials and guides](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/quickstarts\/console-tutorials)\n- [Transcribe audio from a mic to text](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/streaming-recognize)\n\n### Caption videos using AI\n#### ![build](https:\/\/fonts.gstatic.com\/s\/i\/short-term\/release\/googlesymbols\/build\/wght100fill1\/20px.svg)Tutorials, quickstarts, & labs\n## Create subtitles for videos using AI\nTranscribe your audio and video to include captions. Add subtitles to existing content or in real time to streaming content. Our [Chirp 3: Transcription](https:\/\/cloud.google.com\/speech-to-text\/v2\/docs\/chirp_3-model) is ideal for indexing or subtitling video and\/or multi-speaker content and uses similar machine learning technology as YouTube does for video captioning.\n\nThis tutorial shows you how to use the Google Cloud AI services Speech-to-Text API and [Translation API](https:\/\/cloud.google.com\/translation\/) to add subtitles to videos and to provide localized subtitles in other languages.\n\nWatch automated subtitles tutorial\n\n[![Speech-to-Text captioning](https:\/\/www.gstatic.com\/bricks\/image\/y_KHnqQm4S8n1kBlznObK7YhsOi8qFoulfRGVzMdJPpThNoJ7_moOlfn2nbYcIIfGrWjMgiDkG8.png)](https:\/\/cloud.google.com\/speech-to-text)\n\n- [Dub videos using AI](https:\/\/www.youtube.com\/watch?v=T2TAAHmNBnE)\n- [Transcribe audio from a video file using Speech-to-Text](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/v1\/transcribe-audio-from-video-speech-to-text)\n- [Transcribe audio from a streaming video](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/streaming-recognize)\n\n![build](https:\/\/fonts.gstatic.com\/s\/i\/short-term\/release\/googlesymbols\/build\/wght100fill1\/20px.svg)\n\n#### Tutorials, quickstarts, & labs\n\n## Create subtitles for videos using AI\nTranscribe your audio and video to include captions. Add subtitles to existing content or in real time to streaming content. Our [Chirp 3: Transcription](https:\/\/cloud.google.com\/speech-to-text\/v2\/docs\/chirp_3-model) is ideal for indexing or subtitling video and\/or multi-speaker content and uses similar machine learning technology as YouTube does for video captioning.\n\nThis tutorial shows you how to use the Google Cloud AI services Speech-to-Text API and [Translation API](https:\/\/cloud.google.com\/translation\/) to add subtitles to videos and to provide localized subtitles in other languages.\n\nWatch automated subtitles tutorial\n\n[![Speech-to-Text captioning](https:\/\/www.gstatic.com\/bricks\/image\/y_KHnqQm4S8n1kBlznObK7YhsOi8qFoulfRGVzMdJPpThNoJ7_moOlfn2nbYcIIfGrWjMgiDkG8.png)](https:\/\/cloud.google.com\/speech-to-text)\n\n- [Dub videos using AI](https:\/\/www.youtube.com\/watch?v=T2TAAHmNBnE)\n- [Transcribe audio from a video file using Speech-to-Text](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/v1\/transcribe-audio-from-video-speech-to-text)\n- [Transcribe audio from a streaming video](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/streaming-recognize)\n\n### Add Speech-to-Text to apps\n#### ![build](https:\/\/fonts.gstatic.com\/s\/i\/short-term\/release\/googlesymbols\/build\/wght100fill1\/20px.svg)Tutorials, quickstarts, & labs\n## How to add Speech-to-Text to apps\nLearn how you can quickly and easily enable Speech-to-Text for your application with Google Cloud. This video covers how to add AI to your application without extensive machine learning model experience. Using the pretrained Speech-to-Text API you'll quickly and easily enable AI for your application.\n\nWatch example video\n\n[![Advanced transcription powered by Google AI and API UI](https:\/\/www.gstatic.com\/bricks\/image\/R9P5JqD4DFgwwMOCLsCf5CdG-QJIWYp0gJxiM-g5qbukm6dkIg2ZOr6GBuY1APhMgeyxz3MCkhXBuA.png)](https:\/\/cloud.google.com\/speech-to-text)\n\n- [Add voice control to apps](https:\/\/www.skills.google\/catalog?keywords=speech%20to%20text)\n\n![build](https:\/\/fonts.gstatic.com\/s\/i\/short-term\/release\/googlesymbols\/build\/wght100fill1\/20px.svg)\n\n#### Tutorials, quickstarts, & labs\n\n## How to add Speech-to-Text to apps\nLearn how you can quickly and easily enable Speech-to-Text for your application with Google Cloud. This video covers how to add AI to your application without extensive machine learning model experience. Using the pretrained Speech-to-Text API you'll quickly and easily enable AI for your application.\n\nWatch example video\n\n[![Advanced transcription powered by Google AI and API UI](https:\/\/www.gstatic.com\/bricks\/image\/R9P5JqD4DFgwwMOCLsCf5CdG-QJIWYp0gJxiM-g5qbukm6dkIg2ZOr6GBuY1APhMgeyxz3MCkhXBuA.png)](https:\/\/cloud.google.com\/speech-to-text)\n\n- [Add voice control to apps](https:\/\/www.skills.google\/catalog?keywords=speech%20to%20text)\n\n### Translate audio into text\n#### ![build](https:\/\/fonts.gstatic.com\/s\/i\/short-term\/release\/googlesymbols\/build\/wght100fill1\/20px.svg)Tutorials, quickstarts, & labs\n## Language, speech, text, and translation with Google Cloud APIs\nIn this course, you'll use the Speech-to-Text API to transcribe an audio file into a text file, translate with the [Google Cloud Translation API](https:\/\/cloud.google.com\/translate), and create synthetic speech with [Natural Language AI](https:\/\/cloud.google.com\/natural-language).\n\nStart course\n\n[![Speech-to-Text course](https:\/\/www.gstatic.com\/bricks\/image\/phKRhBnykO3LKLeSZET58A7bEpfAVwKo7BgRCwHdfnlyP7JSANqxpTgIPkNDb-MMBKC9YkALaXU.png)](https:\/\/cloud.google.com\/speech-to-text)\n\n- [View](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/speech-to-text-supported-languages) [supported languages](https:\/\/cloud.google.com\/speech-to-text\/docs\/speech-to-text-supported-languages)\n- [Learn more about](https:\/\/cloud.google.com\/translate) [Google Cloud Translation](https:\/\/cloud.google.com\/translate)\n\n![build](https:\/\/fonts.gstatic.com\/s\/i\/short-term\/release\/googlesymbols\/build\/wght100fill1\/20px.svg)\n\n#### Tutorials, quickstarts, & labs\n\n## Language, speech, text, and translation with Google Cloud APIs\nIn this course, you'll use the Speech-to-Text API to transcribe an audio file into a text file, translate with the [Google Cloud Translation API](https:\/\/cloud.google.com\/translate), and create synthetic speech with [Natural Language AI](https:\/\/cloud.google.com\/natural-language).\n\nStart course\n\n[![Speech-to-Text course](https:\/\/www.gstatic.com\/bricks\/image\/phKRhBnykO3LKLeSZET58A7bEpfAVwKo7BgRCwHdfnlyP7JSANqxpTgIPkNDb-MMBKC9YkALaXU.png)](https:\/\/cloud.google.com\/speech-to-text)\n\n- [View](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/speech-to-text-supported-languages) [supported languages](https:\/\/cloud.google.com\/speech-to-text\/docs\/speech-to-text-supported-languages)\n- [Learn more about](https:\/\/cloud.google.com\/translate) [Google Cloud Translation](https:\/\/cloud.google.com\/translate)\n\nGenerate a solution\n\nWhat problem are you trying to solve?\n\nGenerate solution\n\n*shuffle*Surprise me\n\nWhat you'll get:\n\n*check\\_small*Step-by-step guide\n\n*check\\_small*Reference architecture\n\n*check\\_small*Available pre-built solutions\n\n*spark*Transcribe audio\n\n*spark*Generate multilingual subtitles\n\n*spark*Enable voice commands\n\nThis service was built with [Vertex AI](https:\/\/cloud.google.com\/vertex-ai). You must be 18 or older to use it. Do not enter sensitive, confidential, or personal info.\n\nPricing\n\n| How Speech-to-Text pricing works | Speech-to-Text pricing is based on the API version, channels, batch methods, and any additional Google Cloud service costs like storage. |   |\n|---|---|---|\n| API version | Service and capability | Pricing |\n| Speech-to-Text V2 API | V2 offers data residency for multi and single region deployments of Chirp 3. V2 does include audit logging and support for customer managed encryption keys. | \\$0.016per min |\n\nView [pricing details](https:\/\/cloud.google.com\/speech-to-text\/pricing) for Speech-to-Text.\n\nHow Speech-to-Text pricing works\n\nSpeech-to-Text pricing is based on the API version, channels, batch methods, and any additional Google Cloud service costs like storage.\n\nSpeech-to-Text V2 API\n\nService and capability\n\nV2 offers data residency for multi and single region deployments of Chirp 3. V2 does include audit logging and support for customer managed encryption keys.\n\nPricing\n\n\\$0.016\n\nper min\n\nView [pricing details](https:\/\/cloud.google.com\/speech-to-text\/pricing) for Speech-to-Text.\n\n### Pricing calculator\nEstimate your monthly Speech-To-Text costs, including region specific pricing and fees.\n\nEstimate costs\n\n### Custom quote\nConnect with our sales team to get a custom quote for your organization.\n\nRequest a quote\n\n### Start your proof of concept\n### New customers get up to \\$300 in free credits to try Speech-to-Text and other Google Cloud products\nGet started for free\n\n### Have a large project?\nContact sales\n\n![](https:\/\/www.gstatic.com\/cgc\/product-v3\/proof-of-concept-blue.svg)\n\n### Speech-to-Text On-Prem\nView documentation\n\n![](https:\/\/www.gstatic.com\/cgc\/product-v3\/proof-of-concept-yellow.svg)\n\n### Speech-to-Text basics\nView documentation\n\n![](https:\/\/www.gstatic.com\/cgc\/product-v3\/proof-of-concept-green.svg)\n\n### Speech-to-Text code samples\nView samples\n\nmenu\n\n[![Google Cloud](https:\/\/www.gstatic.com\/cgc\/google-cloud-logo.svg)](https:\/\/cloud.google.com\/)\n\n[Overview](https:\/\/cloud.google.com\/why-google-cloud)\n\n[Solutions](https:\/\/cloud.google.com\/solutions)\n\n[Products](https:\/\/cloud.google.com\/products)\n\n[Pricing](https:\/\/cloud.google.com\/pricing)\n\n[Resources](https:\/\/cloud.google.com\/docs\/get-started)\n\n[Docs](https:\/\/cloud.google.com\/docs)\n\n[Support](https:\/\/cloud.google.com\/support-hub)\n\n[Contact us](https:\/\/cloud.google.com\/contact)\n\n[Docs](https:\/\/cloud.google.com\/docs)\n\n[Support](https:\/\/cloud.google.com\/support-hub)\n\n[Console](https:\/\/console.cloud.google.com\/)\n\n[Sign 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[![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/icon-sprite.svg#education)EducationTeaching tools to provide more engaging learning experiences.](https:\/\/cloud.google.com\/edu\/higher-education)\n\n- Not seeing what you're looking for?\n- [See all industry solutions](https:\/\/cloud.google.com\/solutions#industry-solutions)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Application ModernizationAssess, plan, implement, and measure software practices and capabilities to modernize and simplify your organization’s business application portfolios.](https:\/\/cloud.google.com\/solutions\/camp)\n\n- [CAMPProgram that uses DORA to improve your software delivery capabilities.](https:\/\/cloud.google.com\/solutions\/camp)\n\n- [Modernize Traditional ApplicationsAnalyze, categorize, and get started with cloud migration on traditional workloads.](https:\/\/cloud.google.com\/solutions\/modernize-traditional-applications)\n\n- [Migrate from PaaS: Cloud Foundry, OpenshiftTools for moving your existing containers into Google's managed container services.](https:\/\/cloud.google.com\/solutions\/migrate-from-paas)\n\n- [Migrate from MainframeAutomated tools and prescriptive guidance for moving your mainframe apps to the cloud.](https:\/\/cloud.google.com\/solutions\/mainframe-modernization)\n\n- [Modernize Software DeliverySoftware supply chain best practices - innerloop productivity, CI\/CD and S3C.](https:\/\/cloud.google.com\/solutions\/software-delivery)\n\n- [DevOps Best PracticesProcesses and resources for implementing DevOps in your org.](https:\/\/cloud.google.com\/devops)\n\n- [SRE PrinciplesTools and resources for adopting SRE in your org.](https:\/\/cloud.google.com\/sre)\n\n- [Platform EngineeringComprehensive suite of managed services and Golden Paths to build, manage, and scale IDPs.](https:\/\/cloud.google.com\/solutions\/platform-engineering)\n\n- [Run Applications at the EdgeGuidance for localized and low latency apps on Google’s hardware agnostic edge solution.](https:\/\/cloud.google.com\/solutions\/modernize-with-edge)\n\n- [Architect for MulticloudManage workloads across multiple clouds with a consistent platform.](https:\/\/cloud.google.com\/solutions\/architect-multicloud)\n\n- [Go ServerlessFully managed environment for developing, deploying and scaling apps.](https:\/\/cloud.google.com\/solutions\/serverless)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Artificial IntelligenceAdd intelligence and efficiency to your business with AI and machine learning.](https:\/\/cloud.google.com\/solutions\/ai)\n\n- [Customer Engagement Suite with Google AIEnd-to-end application that combines our most advanced conversational AI.](https:\/\/cloud.google.com\/solutions\/customer-engagement-ai)\n\n- [Document AIDocument processing and data capture automated at scale.](https:\/\/cloud.google.com\/document-ai)\n\n- [Vertex AI Search for commerceGoogle-quality search and product 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development, AI, and analytics.](https:\/\/cloud.google.com\/solutions\/smb)\n\n- [Software as a ServiceBuild better SaaS products, scale efficiently, and grow your business.](https:\/\/cloud.google.com\/saas)\n\nclose\n\n- [Featured Products](https:\/\/cloud.google.com\/speech-to-text)\n- [AI and Machine Learning](https:\/\/cloud.google.com\/speech-to-text)\n- [Business Intelligence](https:\/\/cloud.google.com\/speech-to-text)\n- [Compute](https:\/\/cloud.google.com\/speech-to-text)\n- [Containers](https:\/\/cloud.google.com\/speech-to-text)\n- [Data Analytics](https:\/\/cloud.google.com\/speech-to-text)\n- [Databases](https:\/\/cloud.google.com\/speech-to-text)\n- [Developer Tools](https:\/\/cloud.google.com\/speech-to-text)\n- [Distributed Cloud](https:\/\/cloud.google.com\/speech-to-text)\n- [Hybrid and Multicloud](https:\/\/cloud.google.com\/speech-to-text)\n- [Industry Specific](https:\/\/cloud.google.com\/speech-to-text)\n- [Integration Services](https:\/\/cloud.google.com\/speech-to-text)\n- [Management Tools](https:\/\/cloud.google.com\/speech-to-text)\n- [Maps and Geospatial](https:\/\/cloud.google.com\/speech-to-text)\n- [Media Services](https:\/\/cloud.google.com\/speech-to-text)\n- [Migration](https:\/\/cloud.google.com\/speech-to-text)\n- [Mixed Reality](https:\/\/cloud.google.com\/speech-to-text)\n- [Networking](https:\/\/cloud.google.com\/speech-to-text)\n- [Operations](https:\/\/cloud.google.com\/speech-to-text)\n- [Productivity and Collaboration](https:\/\/cloud.google.com\/speech-to-text)\n- [Security and Identity](https:\/\/cloud.google.com\/speech-to-text)\n- [Serverless](https:\/\/cloud.google.com\/speech-to-text)\n- [Storage](https:\/\/cloud.google.com\/speech-to-text)\n- [Web3](https:\/\/cloud.google.com\/speech-to-text)\n\nSee all products (100+)\n\n- Featured Products\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/compute-engine.png)Compute EngineVirtual machines running in Google’s data center.](https:\/\/cloud.google.com\/products\/compute)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/cloud-storage.png)Cloud StorageObject storage that’s secure, durable, and scalable.](https:\/\/cloud.google.com\/storage)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/bigquery.png)BigQueryAutonomous data to AI platform for analytics and data science.](https:\/\/cloud.google.com\/bigquery)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/cloud-run.png)Cloud RunFully managed environment for running containerized apps.](https:\/\/cloud.google.com\/run)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/kubernetes-engine.png)Google Kubernetes EngineManaged environment for running containerized apps.](https:\/\/cloud.google.com\/kubernetes-engine)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/vertex-ai.png)Vertex AIUnified platform for ML models and generative AI.](https:\/\/cloud.google.com\/vertex-ai)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/looker.png)LookerPlatform for BI, data applications, and embedded analytics.](https:\/\/cloud.google.com\/looker)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/apigee.png)Apigee API ManagementManage the full life cycle of APIs anywhere with visibility and control.](https:\/\/cloud.google.com\/apigee)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/cloud-sql.png)Cloud SQLRelational database services for MySQL, PostgreSQL and SQL Server.](https:\/\/cloud.google.com\/sql)\n\n- [![](https:\/\/www.gstatic.com\/images\/branding\/productlogos\/gemini_2025\/v1\/web-24dp\/logo_gemini_2025_color_2x_web_24dp.png)Gemini EnterpriseSecure platform to discover, create, run, and govern AI agents.](https:\/\/cloud.google.com\/gemini-enterprise)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/networking.png)Cloud CDNContent delivery network for delivering web and video.](https:\/\/cloud.google.com\/cdn)\n\n- Not seeing what you're looking for?\n- [See all products (100+)](https:\/\/cloud.google.com\/products#featured-products)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)AI and Machine Learning](https:\/\/cloud.google.com\/products\/ai)\n\n- [Vertex AI PlatformUnified platform for ML models and generative AI.](https:\/\/cloud.google.com\/vertex-ai)\n\n- [Vertex AI StudioBuild, tune, and deploy foundation models on Vertex AI.](https:\/\/cloud.google.com\/generative-ai-studio)\n\n- [Vertex AI Agent BuilderBuild and deploy gen AI experiences.](https:\/\/cloud.google.com\/products\/agent-builder)\n\n- [Conversational AgentsBuild conversational AI with both deterministic and gen AI functionality.](https:\/\/cloud.google.com\/products\/conversational-agents)\n\n- [Vertex AI SearchBuild Google-quality search for your enterprise apps and experiences.](https:\/\/cloud.google.com\/enterprise-search)\n\n- [Speech-to-TextSpeech recognition and transcription across 125 languages.](https:\/\/cloud.google.com\/speech-to-text)\n\n- [Text-to-SpeechSpeech synthesis in 220+ voices and 40+ languages.](https:\/\/cloud.google.com\/text-to-speech)\n\n- [Translation AILanguage detection, translation, and glossary support.](https:\/\/cloud.google.com\/translate)\n\n- [Gemini EnterpriseSecure platform to discover, create, run, and govern AI agents.](https:\/\/cloud.google.com\/gemini-enterprise)\n\n- [Vision AICustom and pre-trained models to detect emotion, text, and more.](https:\/\/cloud.google.com\/vision)\n\n- [Contact Center as a ServiceOmnichannel contact center solution that is native to the cloud.](https:\/\/cloud.google.com\/solutions\/contact-center-ai-platform)\n\n- Not seeing what you're looking for?\n- [See all AI and machine learning products](https:\/\/cloud.google.com\/products?pds=CAE#ai-and-machine-learning)\n\n- Business Intelligence\n\n- [LookerPlatform for BI, data applications, and embedded analytics.](https:\/\/cloud.google.com\/looker)\n\n- [Looker StudioInteractive data suite for dashboarding, reporting, and analytics.](https:\/\/cloud.google.com\/looker-studio)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Compute](https:\/\/cloud.google.com\/products\/compute)\n\n- [Compute EngineVirtual machines running in Google’s data center.](https:\/\/cloud.google.com\/products\/compute)\n\n- [App EngineServerless application platform for apps and back ends.](https:\/\/cloud.google.com\/appengine)\n\n- [Cloud GPUsGPUs for ML, scientific computing, and 3D visualization.](https:\/\/cloud.google.com\/gpu)\n\n- [Migrate to Virtual MachinesServer and virtual machine migration to Compute Engine.](https:\/\/cloud.google.com\/products\/cloud-migration\/virtual-machines)\n\n- [Spot VMsCompute instances for batch jobs and fault-tolerant workloads.](https:\/\/cloud.google.com\/spot-vms)\n\n- [BatchFully managed service for scheduling batch jobs.](https:\/\/cloud.google.com\/batch)\n\n- [Sole-Tenant NodesDedicated hardware for compliance, licensing, and management.](https:\/\/cloud.google.com\/compute\/docs\/nodes\/sole-tenant-nodes)\n\n- [Bare MetalInfrastructure to run specialized workloads on Google Cloud.](https:\/\/cloud.google.com\/bare-metal)\n\n- [RecommenderUsage recommendations for Google Cloud products and services.](https:\/\/cloud.google.com\/recommender\/docs\/whatis-activeassist)\n\n- [VMware EngineFully managed, native VMware Cloud Foundation software stack.](https:\/\/cloud.google.com\/vmware-engine)\n\n- [Cloud RunFully managed environment for running containerized apps.](https:\/\/cloud.google.com\/run)\n\n- Not seeing what you're looking for?\n- [See all compute products](https:\/\/cloud.google.com\/products?pds=CAUSAQw#compute)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Containers](https:\/\/cloud.google.com\/containers)\n\n- [Google Kubernetes EngineManaged environment for running containerized apps.](https:\/\/cloud.google.com\/kubernetes-engine)\n\n- [Cloud RunFully managed environment for running containerized apps.](https:\/\/cloud.google.com\/run)\n\n- [Cloud BuildSolution for running build steps in a Docker container.](https:\/\/cloud.google.com\/build)\n\n- [Artifact RegistryPackage manager for build artifacts and dependencies.](https:\/\/cloud.google.com\/artifact-registry\/docs)\n\n- [Cloud CodeIDE support to write, run, and debug Kubernetes applications.](https:\/\/cloud.google.com\/code)\n\n- [Cloud DeployFully managed continuous delivery to GKE and Cloud Run.](https:\/\/cloud.google.com\/deploy)\n\n- [Migrate to ContainersComponents for migrating VMs into system containers on GKE.](https:\/\/cloud.google.com\/products\/cloud-migration\/containers)\n\n- [Deep Learning ContainersContainers with data science frameworks, libraries, and tools.](https:\/\/cloud.google.com\/deep-learning-containers\/docs)\n\n- [KnativeComponents to create Kubernetes-native cloud-based software.](https:\/\/knative.dev\/docs\/)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Data Analytics](https:\/\/cloud.google.com\/solutions\/data-analytics-and-ai)\n\n- [BigQueryAutonomous data to AI platform for analytics and data science.](https:\/\/cloud.google.com\/bigquery)\n\n- [LookerPlatform for BI, data applications, and embedded analytics.](https:\/\/cloud.google.com\/looker)\n\n- [DataflowReal-time analytics for stream and batch processing.](https:\/\/cloud.google.com\/products\/dataflow)\n\n- [Pub\/SubMessaging service for event ingestion and delivery.](https:\/\/cloud.google.com\/pubsub)\n\n- [DataprocManaged service for running Apache Spark and Apache Hadoop clusters.](https:\/\/cloud.google.com\/dataproc)\n\n- [Google Cloud Serverless for Apache SparkQuick VM startup and dynamic autoscaling for Spark workloads.](https:\/\/cloud.google.com\/products\/serverless-spark)\n\n- [Cloud ComposerWorkflow orchestration service built on Apache Airflow.](https:\/\/cloud.google.com\/composer)\n\n- [BigLakeStorage engine for building data lakehouses with Apache Iceberg.](https:\/\/cloud.google.com\/biglake)\n\n- [Dataplex Universal CatalogA unified data-to-AI governance fabric for all Google Cloud services.](https:\/\/cloud.google.com\/dataplex)\n\n- [BigQuery Migration ServicesFree-to-use, cloud-native and AI-powered data migration services.](https:\/\/cloud.google.com\/solutions\/data-migration)\n\n- [Managed Service for Apache KafkaManaged Kafka service to operate highly available Apache Kafka clusters.](https:\/\/cloud.google.com\/products\/managed-service-for-apache-kafka)\n\n- Not seeing what you're looking for?\n- [See all data analytics products](https:\/\/cloud.google.com\/products?pds=CAQ#data-analytics)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Databases](https:\/\/cloud.google.com\/products\/databases)\n\n- [AlloyDB for PostgreSQLFully managed, PostgreSQL-compatible database for enterprise workloads.](https:\/\/cloud.google.com\/alloydb)\n\n- [Cloud SQLFully managed database for MySQL, PostgreSQL, and SQL Server.](https:\/\/cloud.google.com\/sql)\n\n- [FirestoreHighly scalable and serverless NoSQL document database, with MongoDB compatibility.](https:\/\/cloud.google.com\/firestore)\n\n- [SpannerCloud-native relational database with unlimited scale and 99.999% availability.](https:\/\/cloud.google.com\/spanner)\n\n- [BigtableCloud-native wide-column database for large-scale, low-latency workloads.](https:\/\/cloud.google.com\/bigtable)\n\n- [DatastreamServerless change data capture and replication service.](https:\/\/cloud.google.com\/datastream)\n\n- [Database Migration ServiceServerless, minimal downtime migrations to Cloud SQL.](https:\/\/cloud.google.com\/database-migration)\n\n- [Bare Metal SolutionFully managed infrastructure for your Oracle workloads.](https:\/\/cloud.google.com\/bare-metal)\n\n- [MemorystoreFully managed Redis and Memcached for sub-millisecond data access.](https:\/\/cloud.google.com\/memorystore)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Developer Tools](https:\/\/cloud.google.com\/products\/tools)\n\n- [Artifact RegistryUniversal package manager for build artifacts and dependencies.](https:\/\/cloud.google.com\/artifact-registry\/docs)\n\n- [Cloud CodeIDE support to write, run, and debug Kubernetes applications.](https:\/\/cloud.google.com\/code)\n\n- [Cloud BuildContinuous integration and continuous delivery platform.](https:\/\/cloud.google.com\/build)\n\n- [Cloud DeployFully managed continuous delivery to GKE and Cloud Run.](https:\/\/cloud.google.com\/deploy)\n\n- [Cloud Deployment ManagerService for creating and managing Google Cloud resources.](https:\/\/cloud.google.com\/deployment-manager\/docs)\n\n- [Cloud SDKCommand-line tools and libraries for Google Cloud.](https:\/\/cloud.google.com\/sdk)\n\n- [Cloud SchedulerCron job scheduler for task automation and management.](https:\/\/cloud.google.com\/scheduler\/docs)\n\n- [Cloud Source RepositoriesPrivate Git repository to store, manage, and track code.](https:\/\/cloud.google.com\/source-repositories\/docs)\n\n- [Infrastructure ManagerAutomate infrastructure management with Terraform.](https:\/\/cloud.google.com\/infrastructure-manager\/docs)\n\n- [Cloud WorkstationsManaged and secure development environments in the cloud.](https:\/\/cloud.google.com\/workstations)\n\n- [Gemini Code AssistAI-powered assistant available across Google Cloud and your IDE.](https:\/\/cloud.google.com\/products\/gemini\/code-assist)\n\n- Not seeing what you're looking for?\n- [See all developer tools](https:\/\/cloud.google.com\/products?pds=CAI#developer-tools)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Distributed Cloud](https:\/\/cloud.google.com\/distributed-cloud)\n\n- [Google Distributed Cloud ConnectedDistributed cloud services for edge workloads.](https:\/\/cloud.google.com\/distributed-cloud-connected)\n\n- [Google Distributed Cloud Air-gappedDistributed cloud for air-gapped workloads.](https:\/\/cloud.google.com\/distributed-cloud-air-gapped)\n\n- Hybrid and Multicloud\n\n- [Google Kubernetes EngineManaged environment for running containerized apps.](https:\/\/cloud.google.com\/kubernetes-engine)\n\n- [Apigee API ManagementAPI management, development, and security platform.](https:\/\/cloud.google.com\/apigee)\n\n- [Migrate to ContainersTool to move workloads and existing applications to GKE.](https:\/\/cloud.google.com\/products\/cloud-migration\/containers)\n\n- [Cloud BuildService for executing builds on Google Cloud infrastructure.](https:\/\/cloud.google.com\/build)\n\n- [ObservabilityMonitoring, logging, and application performance suite.](https:\/\/cloud.google.com\/products\/observability)\n\n- [Cloud Service MeshFully managed service mesh based on Envoy and Istio.](https:\/\/cloud.google.com\/products\/service-mesh)\n\n- [Google Distributed CloudFully managed solutions for the edge and data centers.](https:\/\/cloud.google.com\/distributed-cloud)\n\n- Industry Specific\n\n- [Anti Money Laundering AIDetect suspicious, potential money laundering activity with AI.](https:\/\/cloud.google.com\/anti-money-laundering-ai)\n\n- [Cloud Healthcare APISolution for bridging existing care systems and apps on Google Cloud.](https:\/\/cloud.google.com\/healthcare-api)\n\n- [Device Connect for FitbitGain a 360-degree patient view with connected Fitbit data on Google Cloud.](https:\/\/cloud.google.com\/device-connect)\n\n- [Telecom Network AutomationReady to use cloud-native automation for telecom networks.](https:\/\/cloud.google.com\/telecom-network-automation)\n\n- [Telecom Data FabricTelecom data management and analytics with an automated approach.](https:\/\/cloud.google.com\/telecom-data-fabric)\n\n- [Telecom Subscriber InsightsIngests data to improve subscriber acquisition and retention.](https:\/\/cloud.google.com\/telecom-subscriber-insights)\n\n- [Spectrum Access System (SAS)Controls fundamental access to the Citizens Broadband Radio Service (CBRS).](https:\/\/cloud.google.com\/products\/spectrum-access-system)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Integration Services](https:\/\/cloud.google.com\/integration-services)\n\n- [Application IntegrationConnect to 3rd party apps and enable data consistency without code.](https:\/\/cloud.google.com\/application-integration)\n\n- [WorkflowsWorkflow orchestration for serverless products and API services.](https:\/\/cloud.google.com\/workflows)\n\n- [Apigee API ManagementManage the full life cycle of APIs anywhere with visibility and control.](https:\/\/cloud.google.com\/apigee)\n\n- [Cloud TasksTask management service for asynchronous task execution.](https:\/\/cloud.google.com\/tasks\/docs)\n\n- [Cloud SchedulerCron job scheduler for task automation and management.](https:\/\/cloud.google.com\/scheduler\/docs)\n\n- [DataprocService for running Apache Spark and Apache Hadoop clusters.](https:\/\/cloud.google.com\/dataproc)\n\n- [Cloud Data FusionData integration for building and managing data pipelines.](https:\/\/cloud.google.com\/data-fusion)\n\n- [Cloud ComposerWorkflow orchestration service built on Apache Airflow.](https:\/\/cloud.google.com\/composer)\n\n- [Pub\/SubMessaging service for event ingestion and delivery.](https:\/\/cloud.google.com\/pubsub)\n\n- [EventarcBuild an event-driven architecture that can connect any service.](https:\/\/cloud.google.com\/eventarc\/docs)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Management Tools](https:\/\/cloud.google.com\/products\/management)\n\n- [Cloud ShellInteractive shell environment with a built-in command line.](https:\/\/cloud.google.com\/shell\/docs)\n\n- [Cloud consoleWeb-based interface for managing and monitoring cloud apps.](https:\/\/cloud.google.com\/cloud-console)\n\n- [Cloud EndpointsDeployment and development management for APIs on Google Cloud.](https:\/\/cloud.google.com\/endpoints\/docs)\n\n- [Cloud IAMPermissions management system for Google Cloud resources.](https:\/\/cloud.google.com\/security\/products\/iam)\n\n- [Cloud APIsProgrammatic interfaces for Google Cloud services.](https:\/\/cloud.google.com\/apis)\n\n- [Service CatalogService catalog for admins managing internal enterprise solutions.](https:\/\/cloud.google.com\/service-catalog\/docs)\n\n- [Cost ManagementTools for monitoring, controlling, and optimizing your costs.](https:\/\/cloud.google.com\/cost-management)\n\n- [ObservabilityMonitoring, logging, and application performance suite.](https:\/\/cloud.google.com\/products\/observability)\n\n- [Carbon FootprintDashboard to view and export Google Cloud carbon emissions reports.](https:\/\/cloud.google.com\/carbon-footprint)\n\n- [Config ConnectorKubernetes add-on for managing Google Cloud resources.](https:\/\/cloud.google.com\/config-connector\/docs\/overview)\n\n- [Active AssistTools for easily managing performance, security, and cost.](https:\/\/cloud.google.com\/solutions\/active-assist)\n\n- Not seeing what you're looking for?\n- [See all management tools](https:\/\/cloud.google.com\/products?pds=CAY#managment-tools)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Maps and Geospatial](https:\/\/cloud.google.com\/solutions\/geospatial)\n\n- [Earth EngineGeospatial platform for Earth observation data and analysis.](https:\/\/cloud.google.com\/earth-engine)\n\n- [Google Maps PlatformCreate immersive location experiences and improve business operations.](https:\/\/mapsplatform.google.com\/)\n\n- Media Services\n\n- [Cloud CDNContent delivery network for serving web and video content.](https:\/\/cloud.google.com\/cdn)\n\n- [Live Stream APIService to convert live video and package for streaming.](https:\/\/cloud.google.com\/livestream\/docs)\n\n- [OpenCueOpen source render manager for visual effects and animation.](https:\/\/www.opencue.io\/docs\/getting-started\/)\n\n- [Transcoder APIConvert video files and package them for optimized delivery.](https:\/\/cloud.google.com\/transcoder\/docs)\n\n- [Video Stitcher APIService for dynamic or server side ad insertion.](https:\/\/cloud.google.com\/video-stitcher\/docs)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Migration](https:\/\/cloud.google.com\/products\/cloud-migration)\n\n- [Migration CenterUnified platform for migrating and modernizing with Google Cloud.](https:\/\/cloud.google.com\/migration-center\/docs)\n\n- [Application MigrationApp migration to the cloud for low-cost refresh cycles.](https:\/\/cloud.google.com\/solutions\/application-migration)\n\n- [Migrate to Virtual MachinesComponents for migrating VMs and physical servers to Compute Engine.](https:\/\/cloud.google.com\/products\/cloud-migration\/virtual-machines)\n\n- [Cloud Foundation ToolkitReference templates for Deployment Manager and Terraform.](https:\/\/cloud.google.com\/docs\/terraform\/blueprints\/terraform-blueprints)\n\n- [Database Migration ServiceServerless, minimal downtime migrations to Cloud SQL.](https:\/\/cloud.google.com\/database-migration)\n\n- [Migrate to ContainersComponents for migrating VMs into system containers on GKE.](https:\/\/cloud.google.com\/products\/cloud-migration\/containers)\n\n- [BigQuery Migration ServicesStreamlined data warehouse and data lake migration tooling and incentives.](https:\/\/cloud.google.com\/solutions\/data-migration)\n\n- [Rapid Migration and Modernization ProgramEnd-to-end migration program to simplify your path to the cloud.](https:\/\/cloud.google.com\/solutions\/cloud-migration-program)\n\n- [Transfer ApplianceStorage server for moving large volumes of data to Google Cloud.](https:\/\/cloud.google.com\/transfer-appliance\/docs\/4.0\/overview)\n\n- [Storage Transfer ServiceData transfers from online and on-premises sources to Cloud Storage.](https:\/\/cloud.google.com\/storage-transfer-service)\n\n- [VMware EngineMigrate and run your VMware workloads natively on Google Cloud.](https:\/\/cloud.google.com\/vmware-engine)\n\n- Mixed Reality\n\n- [Immersive Stream for XRHosts, renders, and streams 3D and XR experiences.](https:\/\/cloud.google.com\/immersive-stream\/xr)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Networking](https:\/\/cloud.google.com\/products\/networking)\n\n- [Cloud ArmorSecurity policies and defense against web and DDoS attacks.](https:\/\/cloud.google.com\/security\/products\/armor)\n\n- [Cloud CDN and Media CDNContent delivery network for serving web and video content.](https:\/\/cloud.google.com\/cdn)\n\n- [Cloud DNSDomain name system for reliable and low-latency name lookups.](https:\/\/cloud.google.com\/dns)\n\n- [Cloud Load BalancingService for distributing traffic across applications and regions.](https:\/\/cloud.google.com\/load-balancing)\n\n- [Cloud NATNAT service for giving private instances internet access.](https:\/\/cloud.google.com\/nat)\n\n- [Cloud ConnectivityConnectivity options for VPN, peering, and enterprise needs.](https:\/\/cloud.google.com\/hybrid-connectivity)\n\n- [Network Connectivity CenterConnectivity management to help simplify and scale networks.](https:\/\/cloud.google.com\/network-connectivity-center)\n\n- [Network Intelligence CenterNetwork monitoring, verification, and optimization platform.](https:\/\/cloud.google.com\/network-intelligence-center)\n\n- [Network Service TiersCloud network options based on performance, availability, and cost.](https:\/\/cloud.google.com\/network-tiers)\n\n- [Virtual Private CloudSingle VPC for an entire organization, isolated within projects.](https:\/\/cloud.google.com\/vpc)\n\n- [Private Service ConnectSecure connection between your VPC and services.](https:\/\/cloud.google.com\/private-service-connect)\n\n- Not seeing what you're looking for?\n- [See all networking products](https:\/\/cloud.google.com\/products?pds=CAUSAQ0#networking)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Operations](https:\/\/cloud.google.com\/products\/operations)\n\n- [Cloud LoggingGoogle Cloud audit, platform, and application logs management.](https:\/\/cloud.google.com\/logging)\n\n- [Cloud MonitoringInfrastructure and application health with rich metrics.](https:\/\/cloud.google.com\/monitoring)\n\n- [Error ReportingApplication error identification and analysis.](https:\/\/cloud.google.com\/error-reporting\/docs\/grouping-errors)\n\n- [Managed Service for PrometheusFully-managed Prometheus on Google Cloud.](https:\/\/cloud.google.com\/managed-prometheus)\n\n- [Cloud TraceTracing system collecting latency data from applications.](https:\/\/cloud.google.com\/trace\/docs)\n\n- [Cloud ProfilerCPU and heap profiler for analyzing application performance.](https:\/\/cloud.google.com\/profiler\/docs)\n\n- [Cloud QuotasManage quotas for all Google Cloud services.](https:\/\/cloud.google.com\/docs\/quotas)\n\n- Productivity and Collaboration\n\n- [AppSheetNo-code development platform to build and extend applications.](https:\/\/about.appsheet.com\/home\/)\n\n- [Gemini EnterpriseSecure platform to discover, create, run, and govern AI agents.](https:\/\/cloud.google.com\/gemini-enterprise)\n\n- [Google WorkspaceCollaboration and productivity tools for individuals and organizations.](https:\/\/workspace.google.com\/solutions\/enterprise\/?enterprise-benefits_activeEl=connect\/)\n\n- [Google Workspace EssentialsSecure video meetings and modern collaboration for teams.](https:\/\/workspace.google.com\/essentials\/)\n\n- [Cloud IdentityUnified platform for IT admins to manage user devices and apps.](https:\/\/cloud.google.com\/identity)\n\n- [Chrome EnterpriseChromeOS, Chrome browser, and Chrome devices built for business.](https:\/\/chromeenterprise.google\/)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Security and Identity](https:\/\/cloud.google.com\/products\/security-and-identity)\n\n- [Cloud IAMPermissions management system for Google Cloud resources.](https:\/\/cloud.google.com\/security\/products\/iam)\n\n- [Sensitive Data ProtectionDiscover, classify, and protect your valuable data assets.](https:\/\/cloud.google.com\/security\/products\/sensitive-data-protection)\n\n- [Mandiant Managed DefenseFind and eliminate threats with confidence 24x7.](https:\/\/cloud.google.com\/security\/products\/managed-defense)\n\n- [Google Threat IntelligenceKnow who’s targeting you.](https:\/\/cloud.google.com\/security\/products\/threat-intelligence)\n\n- [Security Command CenterPlatform for defending against threats to your Google Cloud assets.](https:\/\/cloud.google.com\/security\/products\/security-command-center)\n\n- [Cloud Key ManagementManage encryption keys on Google Cloud.](https:\/\/cloud.google.com\/security\/products\/security-key-management)\n\n- [Mandiant Incident ResponseMinimize the impact of a breach.](https:\/\/cloud.google.com\/security\/consulting\/mandiant-incident-response-services)\n\n- [Chrome Enterprise PremiumGet secure enterprise browsing with extensive endpoint visibility.](https:\/\/docs.cloud.google.com\/chrome-enterprise-premium\/)\n\n- [Assured WorkloadsCompliance and security controls for sensitive workloads.](https:\/\/cloud.google.com\/security\/products\/assured-workloads)\n\n- [Google Security OperationsDetect, investigate, and respond to cyber threats.](https:\/\/cloud.google.com\/security\/products\/security-operations)\n\n- [Mandiant ConsultingGet expert guidance before, during, and after an incident.](https:\/\/cloud.google.com\/security\/consulting\/mandiant-services)\n\n- Not seeing what you're looking for?\n- [See all security and identity products](https:\/\/cloud.google.com\/products?pds=CAg#security-and-identity)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Serverless](https:\/\/cloud.google.com\/serverless)\n\n- [Cloud RunFully managed environment for running containerized apps.](https:\/\/cloud.google.com\/run)\n\n- [Cloud FunctionsPlatform for creating functions that respond to cloud events.](https:\/\/cloud.google.com\/functions)\n\n- [App EngineServerless application platform for apps and back ends.](https:\/\/cloud.google.com\/appengine)\n\n- [WorkflowsWorkflow orchestration for serverless products and API services.](https:\/\/cloud.google.com\/workflows)\n\n- [API GatewayDevelop, deploy, secure, and manage APIs with a fully managed gateway.](https:\/\/cloud.google.com\/api-gateway\/docs)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Storage](https:\/\/cloud.google.com\/products\/storage)\n\n- [Cloud StorageObject storage that’s secure, durable, and scalable.](https:\/\/cloud.google.com\/storage)\n\n- [Block StorageHigh-performance storage for AI, analytics, databases, and enterprise applications.](https:\/\/cloud.google.com\/products\/block-storage)\n\n- [FilestoreFile storage that is highly scalable and secure.](https:\/\/cloud.google.com\/filestore)\n\n- [Persistent DiskBlock storage for virtual machine instances running on Google Cloud.](https:\/\/cloud.google.com\/persistent-disk)\n\n- [Cloud Storage for FirebaseObject storage for storing and serving user-generated content.](https:\/\/firebase.google.com\/products\/storage)\n\n- [Local SSDBlock storage that is locally attached for high-performance needs.](https:\/\/cloud.google.com\/products\/local-ssd)\n\n- [Storage Transfer ServiceData transfers from online and on-premises sources to Cloud Storage.](https:\/\/cloud.google.com\/storage-transfer-service)\n\n- [Google Cloud Managed LustreHigh performance managed parallel file service.](https:\/\/cloud.google.com\/products\/managed-lustre)\n\n- [Google Cloud NetApp VolumesFile storage service for NFS, SMB, and multi-protocol environments.](https:\/\/cloud.google.com\/netapp-volumes)\n\n- [Backup and DR ServiceService for centralized, application-consistent data protection.](https:\/\/cloud.google.com\/backup-disaster-recovery)\n\n- [![](https:\/\/www.gstatic.com\/cloud\/images\/navigation\/forward.svg)Web3](https:\/\/cloud.google.com\/web3)\n\n- [Blockchain Node EngineFully managed node hosting for developing on the blockchain.](https:\/\/cloud.google.com\/blockchain-node-engine)\n\n- [Blockchain RPCEnterprise-grade RPC for building on the blockchain.](https:\/\/cloud.google.com\/products\/blockchain-rpc)\n\nclose\n\n- Save money with our transparent approach to pricing\n- Google Cloud's pay-as-you-go pricing offers automatic savings based on monthly usage and discounted rates for prepaid resources. Contact us today to get a quote.\n- [Request a quote](https:\/\/cloud.google.com\/contact\/form?direct=true)\n\n- Pricing overview and tools\n- [Google Cloud pricingPay only for what you use with no lock-in.](https:\/\/cloud.google.com\/pricing)\n- [Pricing calculatorCalculate your cloud savings.](https:\/\/cloud.google.com\/products\/calculator)\n- [Google Cloud free tierExplore products with free monthly usage.](https:\/\/cloud.google.com\/free)\n\n- [Cost optimization frameworkGet best practices to optimize workload costs.](https:\/\/cloud.google.com\/architecture\/framework\/cost-optimization)\n- [Cost management toolsTools to monitor and control your costs.](https:\/\/cloud.google.com\/cost-management)\n\n- Product-specific Pricing\n- [Compute Engine](https:\/\/cloud.google.com\/compute\/all-pricing)\n- [Cloud SQL](https:\/\/cloud.google.com\/sql\/pricing)\n- [Google Kubernetes Engine](https:\/\/cloud.google.com\/kubernetes-engine\/pricing)\n- [Cloud Storage](https:\/\/cloud.google.com\/storage\/pricing)\n- [BigQuery](https:\/\/cloud.google.com\/bigquery\/pricing)\n- [See full price list with 100+ products](https:\/\/cloud.google.com\/pricing\/list)\n\nclose\n\n- Learn & build\n- [Google Cloud Free Program\\$300 in free credits and 20+ free products.](https:\/\/cloud.google.com\/free)\n- [Solution GeneratorGet AI generated solution recommendations.](https:\/\/cloud.google.com\/solution-generator)\n- [QuickstartsGet tutorials and walkthroughs.](https:\/\/cloud.google.com\/docs\/tutorials?doctype=quickstart)\n- [BlogRead our latest product news and stories.](https:\/\/cloud.google.com\/blog)\n\n- [Learning HubGrow your career with role-based training.](https:\/\/cloud.google.com\/learn)\n- [Google Cloud certificationPrepare and register for certifications.](https:\/\/cloud.google.com\/certification)\n- [Cloud computing basicsLearn more about cloud computing basics.](https:\/\/cloud.google.com\/discover)\n- [Cloud Architecture CenterGet reference architectures and best practices.](https:\/\/cloud.google.com\/architecture)\n\n- Connect\n- [InnovatorsJoin Google Cloud's developer program.](https:\/\/cloud.google.com\/innovators\/innovatorsplus)\n- [Developer CenterStay in the know and stay connected.](https:\/\/cloud.google.com\/developers)\n- [Events and webinarsBrowse upcoming and on demand events.](https:\/\/cloud.google.com\/events)\n- [Google Cloud CommunityAsk questions, find answers, and connect.](https:\/\/discuss.google.dev\/c\/google-cloud\/14)\n\n- Consulting and Partners\n- [Google Cloud ConsultingWork with our experts on cloud projects.](https:\/\/cloud.google.com\/consulting)\n- [Google Cloud MarketplaceDeploy ready-to-go solutions in a few clicks.](https:\/\/cloud.google.com\/marketplace)\n- [Find a partnerExplore the benefits of working with a partner.](https:\/\/cloud.google.com\/partners)\n- [Google Cloud partnersLearn about the ecosystem and resources.](https:\/\/partners.cloud.google.com\/)\n\nclose\n\n[![Google Cloud](https:\/\/www.gstatic.com\/cgc\/google-cloud-logo.svg)](https:\/\/cloud.google.com\/)\n\n- [Overview](https:\/\/cloud.google.com\/why-google-cloud)\n  - arrow\\_forward\n- [Solutions](https:\/\/cloud.google.com\/solutions)\n  - arrow\\_forward\n- [Products](https:\/\/cloud.google.com\/products)\n  - arrow\\_forward\n- [Pricing](https:\/\/cloud.google.com\/pricing)\n  - arrow\\_forward\n- [Resources](https:\/\/cloud.google.com\/docs\/get-started)\n  - arrow\\_forward\n- [Docs](https:\/\/cloud.google.com\/docs)\n- [Support](https:\/\/cloud.google.com\/support-hub)\n- [Console](https:\/\/console.cloud.google.com\/)\n\n- Accelerate your digital transformation\n- [Learn more](https:\/\/cloud.google.com\/transform)\n- Key benefits\n- [Why Google Cloud](https:\/\/cloud.google.com\/why-google-cloud)\n- [AI and ML](https:\/\/cloud.google.com\/ai)\n- [Multicloud](https:\/\/cloud.google.com\/multicloud)\n- [Global 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from PaaS: Cloud Foundry, Openshift](https:\/\/cloud.google.com\/solutions\/migrate-from-paas)\n- [Migrate from Mainframe](https:\/\/cloud.google.com\/solutions\/mainframe-modernization)\n- [Modernize Software Delivery](https:\/\/cloud.google.com\/solutions\/software-delivery)\n- [DevOps Best Practices](https:\/\/cloud.google.com\/devops)\n- [SRE Principles](https:\/\/cloud.google.com\/sre)\n- [Platform Engineering](https:\/\/cloud.google.com\/solutions\/platform-engineering)\n- [Run Applications at the Edge](https:\/\/cloud.google.com\/solutions\/modernize-with-edge)\n- [Architect for Multicloud](https:\/\/cloud.google.com\/solutions\/architect-multicloud)\n- [Go Serverless](https:\/\/cloud.google.com\/solutions\/serverless)\n- [Artificial Intelligence](https:\/\/cloud.google.com\/solutions\/ai)\n- [Customer Engagement Suite with Google AI](https:\/\/cloud.google.com\/solutions\/customer-engagement-ai)\n- [Document AI](https:\/\/cloud.google.com\/document-ai)\n- [Vertex AI Search for commerce](https:\/\/cloud.google.com\/solutions\/retail-product-discovery)\n- [Google Cloud with Gemini](https:\/\/cloud.google.com\/ai\/gemini)\n- [Generative AI on Google Cloud](https:\/\/cloud.google.com\/use-cases\/generative-ai)\n- [APIs and Applications](https:\/\/cloud.google.com\/solutions\/apis-and-applications)\n- [New Business Channels Using APIs](https:\/\/cloud.google.com\/solutions\/new-channels-using-apis)\n- [Unlocking Legacy Applications Using APIs](https:\/\/cloud.google.com\/solutions\/unlocking-legacy-applications)\n- [Open Banking APIx](https:\/\/cloud.google.com\/solutions\/open-banking-apix)\n- [Data Analytics](https:\/\/cloud.google.com\/solutions\/data-analytics-and-ai)\n- [Data Migration](https:\/\/cloud.google.com\/solutions\/data-migration)\n- [Data Lakehouse](https:\/\/cloud.google.com\/solutions\/data-lakehouse)\n- [Real-time Analytics](https:\/\/cloud.google.com\/solutions\/stream-analytics)\n- [Marketing Analytics](https:\/\/cloud.google.com\/solutions\/marketing-analytics)\n- [Datasets](https:\/\/cloud.google.com\/datasets)\n- [Business Intelligence](https:\/\/cloud.google.com\/solutions\/business-intelligence)\n- [AI for Data Analytics](https:\/\/cloud.google.com\/use-cases\/ai-data-analytics)\n- [Geospatial Analytics](https:\/\/cloud.google.com\/solutions\/geospatial)\n- [Databases](https:\/\/cloud.google.com\/solutions\/databases)\n- [Database Migration](https:\/\/cloud.google.com\/solutions\/database-migration)\n- [Database Modernization](https:\/\/cloud.google.com\/solutions\/database-modernization)\n- [Databases for Games](https:\/\/cloud.google.com\/solutions\/databases\/games)\n- [Google Cloud Databases](https:\/\/cloud.google.com\/products\/databases)\n- [Migrate Oracle workloads to Google Cloud](https:\/\/cloud.google.com\/solutions\/oracle)\n- [Open Source Databases](https:\/\/cloud.google.com\/solutions\/open-source-databases)\n- [SQL Server on Google Cloud](https:\/\/cloud.google.com\/sql-server)\n- [Gemini for Databases](https:\/\/cloud.google.com\/products\/gemini\/databases)\n- [Infrastructure Modernization](https:\/\/cloud.google.com\/solutions\/infrastructure-modernization)\n- [Application Migration](https:\/\/cloud.google.com\/solutions\/application-migration)\n- [SAP on Google Cloud](https:\/\/cloud.google.com\/solutions\/sap)\n- [High Performance Computing](https:\/\/cloud.google.com\/solutions\/hpc)\n- [Windows on Google Cloud](https:\/\/cloud.google.com\/windows)\n- [Data Center Migration](https:\/\/cloud.google.com\/solutions\/data-center-migration)\n- [Active Assist](https:\/\/cloud.google.com\/solutions\/active-assist)\n- [Virtual Desktops](https:\/\/cloud.google.com\/solutions\/virtual-desktops)\n- [Rapid Migration and Modernization Program](https:\/\/cloud.google.com\/solutions\/cloud-migration-program)\n- [Backup and Disaster Recovery](https:\/\/cloud.google.com\/solutions\/backup-dr)\n- [Red Hat on Google Cloud](https:\/\/cloud.google.com\/solutions\/redhat)\n- [Cross-Cloud Network](https:\/\/cloud.google.com\/solutions\/cross-cloud-network)\n- [Observability](https:\/\/cloud.google.com\/solutions\/observability)\n- [Productivity and Collaboration](https:\/\/workspace.google.com\/enterprise\/)\n- [Google Workspace](https:\/\/workspace.google.com\/solutions\/enterprise\/?enterprise-benefits_activeEl=connect)\n- [Google Workspace Essentials](https:\/\/workspace.google.com\/essentials\/)\n- [Cloud Identity](https:\/\/cloud.google.com\/identity)\n- [Chrome Enterprise](https:\/\/chromeenterprise.google\/)\n- [Security](https:\/\/cloud.google.com\/solutions\/security)\n- [Agentic SOC](https:\/\/cloud.google.com\/solutions\/agentic-soc)\n- [Web App and API Protection](https:\/\/cloud.google.com\/security\/solutions\/web-app-and-api-protection)\n- [Security and Resilience Framework](https:\/\/cloud.google.com\/security\/solutions\/security-and-resilience)\n- [Risk and compliance as code (RCaC)](https:\/\/cloud.google.com\/solutions\/risk-and-compliance-as-code)\n- [Software Supply Chain Security](https:\/\/cloud.google.com\/security\/solutions\/software-supply-chain-security)\n- [Security Foundation](https:\/\/cloud.google.com\/security\/solutions\/security-foundation)\n- [Google Cloud Cybershield™](https:\/\/cloud.google.com\/security\/solutions\/secops-cybershield)\n- [Startups and SMB](https:\/\/cloud.google.com\/solutions#section-13)\n- [Startup Program](https:\/\/cloud.google.com\/startup)\n- [Small and Medium Business](https:\/\/cloud.google.com\/solutions\/smb)\n- [Software as a Service](https:\/\/cloud.google.com\/saas)\n\n- Featured Products\n- [Compute Engine](https:\/\/cloud.google.com\/products\/compute)\n- [Cloud Storage](https:\/\/cloud.google.com\/storage)\n- [BigQuery](https:\/\/cloud.google.com\/bigquery)\n- [Cloud Run](https:\/\/cloud.google.com\/run)\n- [Google Kubernetes Engine](https:\/\/cloud.google.com\/kubernetes-engine)\n- [Vertex AI](https:\/\/cloud.google.com\/vertex-ai)\n- [Looker](https:\/\/cloud.google.com\/looker)\n- [Apigee API Management](https:\/\/cloud.google.com\/apigee)\n- [Cloud SQL](https:\/\/cloud.google.com\/sql)\n- [Gemini Enterprise](https:\/\/cloud.google.com\/gemini-enterprise)\n- [Cloud CDN](https:\/\/cloud.google.com\/cdn)\n- [See all products (100+)](https:\/\/cloud.google.com\/products#featured-products)\n- [AI and Machine Learning](https:\/\/cloud.google.com\/products\/ai)\n- [Vertex AI Platform](https:\/\/cloud.google.com\/vertex-ai)\n- [Vertex AI Studio](https:\/\/cloud.google.com\/generative-ai-studio)\n- [Vertex AI Agent Builder](https:\/\/cloud.google.com\/products\/agent-builder)\n- [Conversational Agents](https:\/\/cloud.google.com\/products\/conversational-agents)\n- [Vertex AI Search](https:\/\/cloud.google.com\/enterprise-search)\n- [Speech-to-Text](https:\/\/cloud.google.com\/speech-to-text)\n- [Text-to-Speech](https:\/\/cloud.google.com\/text-to-speech)\n- [Translation AI](https:\/\/cloud.google.com\/translate)\n- [Gemini Enterprise](https:\/\/cloud.google.com\/gemini-enterprise)\n- [Vision AI](https:\/\/cloud.google.com\/vision)\n- [Contact Center as a Service](https:\/\/cloud.google.com\/solutions\/contact-center-ai-platform)\n- [See all AI and machine learning products](https:\/\/cloud.google.com\/products?pds=CAE#ai-and-machine-learning)\n- Business Intelligence\n- [Looker](https:\/\/cloud.google.com\/looker)\n- [Looker Studio](https:\/\/cloud.google.com\/looker-studio)\n- [Compute](https:\/\/cloud.google.com\/products\/compute)\n- [Compute Engine](https:\/\/cloud.google.com\/products\/compute)\n- [App Engine](https:\/\/cloud.google.com\/appengine)\n- [Cloud GPUs](https:\/\/cloud.google.com\/gpu)\n- [Migrate to Virtual Machines](https:\/\/cloud.google.com\/products\/cloud-migration\/virtual-machines)\n- [Spot VMs](https:\/\/cloud.google.com\/spot-vms)\n- [Batch](https:\/\/cloud.google.com\/batch)\n- [Sole-Tenant Nodes](https:\/\/cloud.google.com\/compute\/docs\/nodes\/sole-tenant-nodes)\n- [Bare Metal](https:\/\/cloud.google.com\/bare-metal)\n- [Recommender](https:\/\/cloud.google.com\/recommender\/docs\/whatis-activeassist)\n- [VMware Engine](https:\/\/cloud.google.com\/vmware-engine)\n- [Cloud Run](https:\/\/cloud.google.com\/run)\n- [See all compute products](https:\/\/cloud.google.com\/products?pds=CAUSAQw#compute)\n- [Containers](https:\/\/cloud.google.com\/containers)\n- [Google Kubernetes Engine](https:\/\/cloud.google.com\/kubernetes-engine)\n- [Cloud Run](https:\/\/cloud.google.com\/run)\n- [Cloud Build](https:\/\/cloud.google.com\/build)\n- [Artifact Registry](https:\/\/cloud.google.com\/artifact-registry\/docs)\n- [Cloud Code](https:\/\/cloud.google.com\/code)\n- [Cloud Deploy](https:\/\/cloud.google.com\/deploy)\n- [Migrate to Containers](https:\/\/cloud.google.com\/products\/cloud-migration\/containers)\n- [Deep Learning Containers](https:\/\/cloud.google.com\/deep-learning-containers\/docs)\n- [Knative](https:\/\/knative.dev\/docs\/)\n- [Data Analytics](https:\/\/cloud.google.com\/solutions\/data-analytics-and-ai)\n- [BigQuery](https:\/\/cloud.google.com\/bigquery)\n- [Looker](https:\/\/cloud.google.com\/looker)\n- [Dataflow](https:\/\/cloud.google.com\/products\/dataflow)\n- [Pub\/Sub](https:\/\/cloud.google.com\/pubsub)\n- [Dataproc](https:\/\/cloud.google.com\/dataproc)\n- [Google Cloud Serverless for Apache Spark](https:\/\/cloud.google.com\/products\/serverless-spark)\n- [Cloud Composer](https:\/\/cloud.google.com\/composer)\n- [BigLake](https:\/\/cloud.google.com\/biglake)\n- [Dataplex Universal Catalog](https:\/\/cloud.google.com\/dataplex)\n- [BigQuery Migration Services](https:\/\/cloud.google.com\/solutions\/data-migration)\n- [Managed Service for Apache Kafka](https:\/\/cloud.google.com\/products\/managed-service-for-apache-kafka)\n- [See all data analytics products](https:\/\/cloud.google.com\/products?pds=CAQ#data-analytics)\n- [Databases](https:\/\/cloud.google.com\/products\/databases)\n- [AlloyDB for PostgreSQL](https:\/\/cloud.google.com\/alloydb)\n- [Cloud SQL](https:\/\/cloud.google.com\/sql)\n- [Firestore](https:\/\/cloud.google.com\/firestore)\n- [Spanner](https:\/\/cloud.google.com\/spanner)\n- [Bigtable](https:\/\/cloud.google.com\/bigtable)\n- [Datastream](https:\/\/cloud.google.com\/datastream)\n- [Database Migration Service](https:\/\/cloud.google.com\/database-migration)\n- [Bare Metal Solution](https:\/\/cloud.google.com\/bare-metal)\n- [Memorystore](https:\/\/cloud.google.com\/memorystore)\n- [Developer Tools](https:\/\/cloud.google.com\/products\/tools)\n- [Artifact Registry](https:\/\/cloud.google.com\/artifact-registry\/docs)\n- [Cloud Code](https:\/\/cloud.google.com\/code)\n- [Cloud Build](https:\/\/cloud.google.com\/build)\n- [Cloud Deploy](https:\/\/cloud.google.com\/deploy)\n- [Cloud Deployment Manager](https:\/\/cloud.google.com\/deployment-manager\/docs)\n- [Cloud SDK](https:\/\/cloud.google.com\/sdk)\n- [Cloud Scheduler](https:\/\/cloud.google.com\/scheduler\/docs)\n- [Cloud Source Repositories](https:\/\/cloud.google.com\/source-repositories\/docs)\n- [Infrastructure Manager](https:\/\/cloud.google.com\/infrastructure-manager\/docs)\n- [Cloud Workstations](https:\/\/cloud.google.com\/workstations)\n- [Gemini Code Assist](https:\/\/cloud.google.com\/products\/gemini\/code-assist)\n- [See all developer tools](https:\/\/cloud.google.com\/products?pds=CAI#developer-tools)\n- [Distributed Cloud](https:\/\/cloud.google.com\/distributed-cloud)\n- [Google Distributed Cloud Connected](https:\/\/cloud.google.com\/distributed-cloud-connected)\n- [Google Distributed Cloud Air-gapped](https:\/\/cloud.google.com\/distributed-cloud-air-gapped)\n- Hybrid and Multicloud\n- [Google Kubernetes Engine](https:\/\/cloud.google.com\/kubernetes-engine)\n- [Apigee API Management](https:\/\/cloud.google.com\/apigee)\n- [Migrate to Containers](https:\/\/cloud.google.com\/products\/cloud-migration\/containers)\n- [Cloud Build](https:\/\/cloud.google.com\/build)\n- [Observability](https:\/\/cloud.google.com\/products\/observability)\n- [Cloud Service Mesh](https:\/\/cloud.google.com\/products\/service-mesh)\n- [Google Distributed Cloud](https:\/\/cloud.google.com\/distributed-cloud)\n- Industry Specific\n- [Anti Money Laundering AI](https:\/\/cloud.google.com\/anti-money-laundering-ai)\n- [Cloud Healthcare API](https:\/\/cloud.google.com\/healthcare-api)\n- [Device Connect for Fitbit](https:\/\/cloud.google.com\/device-connect)\n- [Telecom Network Automation](https:\/\/cloud.google.com\/telecom-network-automation)\n- [Telecom Data Fabric](https:\/\/cloud.google.com\/telecom-data-fabric)\n- [Telecom Subscriber Insights](https:\/\/cloud.google.com\/telecom-subscriber-insights)\n- [Spectrum Access System (SAS)](https:\/\/cloud.google.com\/products\/spectrum-access-system)\n- [Integration Services](https:\/\/cloud.google.com\/integration-services)\n- [Application Integration](https:\/\/cloud.google.com\/application-integration)\n- [Workflows](https:\/\/cloud.google.com\/workflows)\n- [Apigee API Management](https:\/\/cloud.google.com\/apigee)\n- [Cloud Tasks](https:\/\/cloud.google.com\/tasks\/docs)\n- [Cloud Scheduler](https:\/\/cloud.google.com\/scheduler\/docs)\n- [Dataproc](https:\/\/cloud.google.com\/dataproc)\n- [Cloud Data Fusion](https:\/\/cloud.google.com\/data-fusion)\n- [Cloud Composer](https:\/\/cloud.google.com\/composer)\n- [Pub\/Sub](https:\/\/cloud.google.com\/pubsub)\n- [Eventarc](https:\/\/cloud.google.com\/eventarc\/docs)\n- [Management Tools](https:\/\/cloud.google.com\/products\/management)\n- [Cloud Shell](https:\/\/cloud.google.com\/shell\/docs)\n- [Cloud console](https:\/\/cloud.google.com\/cloud-console)\n- [Cloud 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Notes](https:\/\/docs.cloud.google.com\/release-notes)\n- ### Engage\n  - [Contact sales](https:\/\/cloud.google.com\/contact)\n  - [Find a Partner](https:\/\/cloud.google.com\/find-a-partner)\n  - [Become a Partner](https:\/\/cloud.google.com\/partners\/become-a-partner)\n  - [Events](https:\/\/cloud.google.com\/events)\n  - [Podcasts](https:\/\/cloud.google.com\/podcasts)\n  - [Developer Center](https:\/\/cloud.google.com\/developers)\n  - [Press Corner](https:\/\/www.googlecloudpresscorner.com\/)\n  - [Google Cloud on YouTube](https:\/\/www.youtube.com\/googlecloud)\n  - [Google Cloud Tech on YouTube](https:\/\/www.youtube.com\/googlecloudplatform)\n  - [Follow on X](https:\/\/x.com\/googlecloud)\n  - [Join User Research](https:\/\/userresearch.google.com\/?reserved=1&utm_source=website&Q_Language=en&utm_medium=own_srch&utm_campaign=CloudWebFooter&utm_term=0&utm_content=0&productTag=clou&campaignDate=jul19&pType=devel&referral_code=jk212693)\n  - [We're hiring. Join Google Cloud\\!](https:\/\/careers.google.com\/cloud)\n  - [Community forums](https:\/\/discuss.google.dev\/c\/google-cloud\/14)\n\n- [About Google](https:\/\/about.google\/)\n- [Privacy](https:\/\/policies.google.com\/privacy)\n- [Site terms](https:\/\/policies.google.com\/terms)\n- [Google Cloud terms](https:\/\/cloud.google.com\/product-terms)\n- [Cookies management controls](https:\/\/cloud.google.com\/speech-to-text)\n- [Our third decade of climate action: join us](https:\/\/cloud.google.com\/sustainability)\n- Sign up for the Google Cloud newsletter\n  Subscribe\n\n*language*‪English‬\n\n- ‪English‬\n- ‪Deutsch‬\n- ‪Español‬\n- ‪Español (Latinoamérica)‬\n- ‪Français‬\n- ‪Indonesia‬\n- ‪Italiano‬\n- ‪Português (Brasil)‬\n- ‪简体中文‬\n- ‪繁體中文‬\n- ‪日本語‬\n- ‪한국어‬","attrs_readable_markdown":"## Turn speech into text using Google AI\nConvert audio into text transcriptions and integrate speech recognition into applications with easy-to-use APIs.\n\n**New customers also get up to \\$300 in free credits** to try Speech-to-Text and other Google Cloud products.\n\nFeatures\n\nAdvanced speech AI\n\nSpeech-to-Text can utilize [Chirp 3](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/models\/chirp-3), Google Cloud’s foundation model for speech trained on millions of hours of audio data and billions of text sentences. This contrasts with traditional speech recognition techniques that focus on large amounts of language-specific supervised data. These techniques give users improved [recognition and transcription](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/models\/chirp-3) for more spoken languages and accents.\n\nSupport for 85+ languages and variants\n\nBuild for a global user base with [extensive language support](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/speech-to-text-supported-languages). Transcribe short, long, and even streaming audio data. Speech-to-Text also offers users more accurate and [globe-spanning deployments for transcription with Chirp 3](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/models\/chirp-3), the next generation of universal speech models.\n\nChirp 3: Transcription was built using self-supervised training on millions of hours of audio and 28 billion sentences of text spanning 100+ languages.\n\nStreaming speech recognition\n\nReceive real-time speech recognition results as the API processes the audio input streamed from your application’s microphone or sent from a prerecorded audio file (inline or through Cloud Storage).\n\nAI-powered speech recognition and transcription\n\nSpeech-to-Text uses [model adaptation](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/models\/chirp-3#improve_accuracy_with_model_adaptation) to improve the accuracy of frequently used words, expand the vocabulary available for transcription, and improve transcription from noisy audio. Model adaptation lets users customize Speech-to-Text to recognize specific words or phrases more frequently than other options that might otherwise be suggested. For example, you could bias Speech-to-Text towards transcribing \"weather\" over \"whether.\"\n\nOut-of-the-box regulatory and security compliance\n\nSpeech-to-Text API v2 gives enterprise and business customers added security and regulatory requirements out of the box. [Data residency](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/locations) enables the invocation of transcription models through a fully regionalized service that taps into Google Cloud regions like Singapore and Belgium. Logs for resource generation and transcription are made easily available in the Google Cloud console. And Speech-to-Text API v2 offers enterprise-grade encryption with [customer-managed encryption keys](https:\/\/docs.cloud.google.com\/kms\/docs\/cmek) for all resources as well as batch transcription.\n\nSpeech adaptation\n\nCustomize speech recognition to transcribe domain-specific terms and rare words by providing hints and [boost](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/adaptation-model) your transcription accuracy of specific words or phrases. Automatically convert spoken numbers into addresses, years, currencies, and more using [classes](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/class-tokens).\n\nSpeech-to-Text On-Prem\n\nHave full control over your infrastructure and protected speech data while leveraging Google’s speech recognition technology [on-premises](https:\/\/docs.cloud.google.com\/speech-to-text\/priv), right in your own private data centers. [Contact sales](https:\/\/cloud.google.com\/contact) to get started.\n\nMultichannel recognition\n\nSpeech-to-Text can recognize distinct channels in multichannel situations (for example, video conference) and annotate the transcripts to preserve the order.\n\nNoise robustness\n\nSpeech-to-Text can handle noisy audio from many environments without requiring additional noise cancellation.\n\nDomain-specific models\n\nChoose from a [selection of trained models](https:\/\/docs.cloud.google.com\/speech-to-text\/docs\/overview#select-model) for voice control and phone call and video transcription optimized for domain-specific quality requirements. For example, our enhanced phone call model is tuned for audio originated from telephony, such as phone calls recorded at an 8khz sampling rate.\n\nContent filtering\n\nProfanity filter helps you detect inappropriate or unprofessional content in your audio data and filter out profane words in text results.\n\nTranscription evaluation\n\nUpload your own voice data and have it transcribed with no code. Evaluate quality by iterating on your configuration.\n\nAutomatic punctuation (beta)\n\nSpeech-to-Text accurately punctuates transcriptions, such as by providing commas, question marks, and periods.\n\nSpeaker diarization\n\nKnow who said what by receiving automatic predictions about which of the speakers in a conversation spoke each utterance.\n\nCompare Speech-to-Text Chirp model in API and Vertex AI Studio\n\n| Product | What is it | Best for | Key features |\n|---|---|---|---|\n| Chirp 3: Transcription in Vertex AI | A simple to use no code, web-based, graphical user interface. | Rapidly test audio files, quickly prototype, create audio transcription, upload audio or recordings directly into a web browser. | \\-Enhanced multilingual language detection and transcription \\-Supports transcription in 85+ languages and variants \\-Supports speaker diarization and model adaptation \\-Automatic speech recognition, transcribing audio into text \\-Multilingual language detection and transcription |\n| Chirp 3: Transcription on Speech-to-Text V2 API | An **API** that is the next generation of Google's universal Speech-to-Text model, unifying data from multiple languages. | Building scalable, **Enterprise-grade** applications. Easy transcription integration into existing software. | \\-Enhanced multilingual language detection and transcription \\-Supports transcription in 85+ languages and variants \\-Supports speaker diarization and model adaptation \\-Automatic speech recognition, transcribing audio into text \\-Multilingual language detection and transcription |\n\nChirp 3: Transcription in Vertex AI\n\nWhat is it\n\nA simple to use no code, web-based, graphical user interface.\n\nBest for\n\nRapidly test audio files, quickly prototype, create audio transcription, upload audio or recordings directly into a web browser.\n\nKey features\n\n\\-Enhanced multilingual language detection and transcription\n\n\\-Supports transcription in 85+ languages and variants\n\n\\-Supports speaker diarization and model adaptation\n\n\\-Automatic speech recognition, transcribing audio into text\n\n\\-Multilingual language detection and transcription\n\nChirp 3: Transcription on Speech-to-Text V2 API\n\nWhat is it\n\nAn **API** that is the next generation of Google's universal Speech-to-Text model, unifying data from multiple languages.\n\nBest for\n\nBuilding scalable, **Enterprise-grade** applications.\n\nEasy transcription integration into existing software.\n\nKey features\n\n\\-Enhanced multilingual language detection and transcription\n\n\\-Supports transcription in 85+ languages and variants\n\n\\-Supports speaker diarization and model adaptation\n\n\\-Automatic speech recognition, transcribing audio into text\n\n\\-Multilingual language detection and transcription\n\nHow It Works\n\n### Speech-to-Text has three main methods to perform speech recognition: synchronous, asynchronous, and streaming. Each method returns text results based on if transcription is needed in post processing, periodically, or in real time. Simply put, you'll input audio data and then receive a text-based response.\n[![Add speech-to-text to app](https:\/\/www.gstatic.com\/bricks\/image\/SHfryAf2t5aV3GO8NqU3peFueDRFGVY7cb6X1BMXHeR-STNRc7RWRYspPgOdDmPw0a2HOAET6Q0.png)](https:\/\/www.youtube.com\/watch?v=yaDrWa1f-RI&t=130s)\n\nLearn how to add Speech-to-Text to your apps\n\nDemo\n\n## Test out the Speech-to-Text API\nQuickly create audio transcription from a file upload or directly speaking into a mic.\n\nCommon Uses\n\n### Transcribe audio\n#### Tutorials, quickstarts, & labs\n\n### Caption videos using AI\n#### Tutorials, quickstarts, & labs\n\n### Add Speech-to-Text to apps\n#### Tutorials, quickstarts, & labs\n## How to add Speech-to-Text to apps\nLearn how you can quickly and easily enable Speech-to-Text for your application with Google Cloud. This video covers how to add AI to your application without extensive machine learning model experience. Using the pretrained Speech-to-Text API you'll quickly and easily enable AI for your application.\n\n[![Advanced transcription powered by Google AI and API UI](https:\/\/www.gstatic.com\/bricks\/image\/R9P5JqD4DFgwwMOCLsCf5CdG-QJIWYp0gJxiM-g5qbukm6dkIg2ZOr6GBuY1APhMgeyxz3MCkhXBuA.png)](https:\/\/cloud.google.com\/)\n\n- [Add voice control to apps](https:\/\/www.skills.google\/catalog?keywords=speech%20to%20text)\n\n## How to add Speech-to-Text to apps\nLearn how you can quickly and easily enable Speech-to-Text for your application with Google Cloud. This video covers how to add AI to your application without extensive machine learning model experience. Using the pretrained Speech-to-Text API you'll quickly and easily enable AI for your application.\n\n[![Advanced transcription powered by Google AI and API UI](https:\/\/www.gstatic.com\/bricks\/image\/R9P5JqD4DFgwwMOCLsCf5CdG-QJIWYp0gJxiM-g5qbukm6dkIg2ZOr6GBuY1APhMgeyxz3MCkhXBuA.png)](https:\/\/cloud.google.com\/)\n\n- [Add voice control to apps](https:\/\/www.skills.google\/catalog?keywords=speech%20to%20text)\n\n### Translate audio into text\n#### Tutorials, quickstarts, & labs\n## Language, speech, text, and translation with Google Cloud APIs\n[![Speech-to-Text course](https:\/\/www.gstatic.com\/bricks\/image\/phKRhBnykO3LKLeSZET58A7bEpfAVwKo7BgRCwHdfnlyP7JSANqxpTgIPkNDb-MMBKC9YkALaXU.png)](https:\/\/cloud.google.com\/)\n\n## Language, speech, text, and translation with Google Cloud APIs\n[![Speech-to-Text course](https:\/\/www.gstatic.com\/bricks\/image\/phKRhBnykO3LKLeSZET58A7bEpfAVwKo7BgRCwHdfnlyP7JSANqxpTgIPkNDb-MMBKC9YkALaXU.png)](https:\/\/cloud.google.com\/)\n\nGenerate a solution\n\nWhat problem are you trying to solve?\n\nWhat you'll get:\n\nStep-by-step guide\n\nReference architecture\n\nAvailable pre-built solutions\n\nThis service was built with [Vertex AI](https:\/\/cloud.google.com\/vertex-ai). You must be 18 or older to use it. Do not enter sensitive, confidential, or personal info.\n\nPricing\n\n| How Speech-to-Text pricing works | Speech-to-Text pricing is based on the API version, channels, batch methods, and any additional Google Cloud service costs like storage. |   |\n|---|---|---|\n| API version | Service and capability | Pricing |\n| Speech-to-Text V2 API | V2 offers data residency for multi and single region deployments of Chirp 3. V2 does include audit logging and support for customer managed encryption keys. | \\$0.016per min |\n\nHow Speech-to-Text pricing works\n\nSpeech-to-Text pricing is based on the API version, channels, batch methods, and any additional Google Cloud service costs like storage.\n\nSpeech-to-Text V2 API\n\nService and capability\n\nV2 offers data residency for multi and single region deployments of Chirp 3. V2 does include audit logging and support for customer managed encryption keys.\n\nPricing\n\n\\$0.016\n\nper min\n\n### Pricing calculator\nEstimate your monthly Speech-To-Text costs, including region specific pricing and fees.\n\n### Custom quote\nConnect with our sales team to get a custom quote for your organization.\n\n### Start your proof of concept\n### New customers get up to \\$300 in free credits to try Speech-to-Text and other Google Cloud products\n### Have a large project?\n\n![](https:\/\/www.gstatic.com\/cgc\/product-v3\/proof-of-concept-blue.svg)\n\n### Speech-to-Text On-Prem\n\n![](https:\/\/www.gstatic.com\/cgc\/product-v3\/proof-of-concept-yellow.svg)\n\n### Speech-to-Text basics\n\n![](https:\/\/www.gstatic.com\/cgc\/product-v3\/proof-of-concept-green.svg)\n\n### Speech-to-Text code samples","meta_canonical":null}

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HTTP Status Code	200
Meta Title	Speech-to-Text: AI voice typing & transcription \| Google Cloud
Meta Description	Accurate voice typing and transcription powered by Gemini. Convert speech to text in 125+ languages with state-of-the-art AI accuracy.
Meta Canonical	null
Boilerpipe Text	Turn speech into text using Google AI Convert audio into text transcriptions and integrate speech recognition into applications with easy-to-use APIs. New customers also get up to $300 in free credits to try Speech-to-Text and other Google Cloud products. Features Advanced speech AI Speech-to-Text can utilize Chirp 3 , Google Cloud’s foundation model for speech trained on millions of hours of audio data and billions of text sentences. This contrasts with traditional speech recognition techniques that focus on large amounts of language-specific supervised data. These techniques give users improved recognition and transcription for more spoken languages and accents. Support for 85+ languages and variants Build for a global user base with extensive language support . Transcribe short, long, and even streaming audio data. Speech-to-Text also offers users more accurate and globe-spanning deployments for transcription with Chirp 3 , the next generation of universal speech models. Chirp 3: Transcription was built using self-supervised training on millions of hours of audio and 28 billion sentences of text spanning 100+ languages. Streaming speech recognition Receive real-time speech recognition results as the API processes the audio input streamed from your application’s microphone or sent from a prerecorded audio file (inline or through Cloud Storage). AI-powered speech recognition and transcription Speech-to-Text uses model adaptation to improve the accuracy of frequently used words, expand the vocabulary available for transcription, and improve transcription from noisy audio. Model adaptation lets users customize Speech-to-Text to recognize specific words or phrases more frequently than other options that might otherwise be suggested. For example, you could bias Speech-to-Text towards transcribing "weather" over "whether." Out-of-the-box regulatory and security compliance Speech-to-Text API v2 gives enterprise and business customers added security and regulatory requirements out of the box. Data residency enables the invocation of transcription models through a fully regionalized service that taps into Google Cloud regions like Singapore and Belgium. Logs for resource generation and transcription are made easily available in the Google Cloud console. And Speech-to-Text API v2 offers enterprise-grade encryption with customer-managed encryption keys for all resources as well as batch transcription. Speech adaptation Customize speech recognition to transcribe domain-specific terms and rare words by providing hints and boost your transcription accuracy of specific words or phrases. Automatically convert spoken numbers into addresses, years, currencies, and more using classes . Speech-to-Text On-Prem Have full control over your infrastructure and protected speech data while leveraging Google’s speech recognition technology on-premises , right in your own private data centers. Contact sales to get started. Multichannel recognition Speech-to-Text can recognize distinct channels in multichannel situations (for example, video conference) and annotate the transcripts to preserve the order. Noise robustness Speech-to-Text can handle noisy audio from many environments without requiring additional noise cancellation. Domain-specific models Choose from a selection of trained models for voice control and phone call and video transcription optimized for domain-specific quality requirements. For example, our enhanced phone call model is tuned for audio originated from telephony, such as phone calls recorded at an 8khz sampling rate. Content filtering Profanity filter helps you detect inappropriate or unprofessional content in your audio data and filter out profane words in text results. Transcription evaluation Upload your own voice data and have it transcribed with no code. Evaluate quality by iterating on your configuration. Automatic punctuation (beta) Speech-to-Text accurately punctuates transcriptions, such as by providing commas, question marks, and periods. Speaker diarization Know who said what by receiving automatic predictions about which of the speakers in a conversation spoke each utterance. Compare Speech-to-Text Chirp model in API and Vertex AI Studio Product What is it Best for Key features Chirp 3: Transcription in Vertex AI A simple to use no code, web-based, graphical user interface. Rapidly test audio files, quickly prototype, create audio transcription, upload audio or recordings directly into a web browser. -Enhanced multilingual language detection and transcription -Supports transcription in 85+ languages and variants -Supports speaker diarization and model adaptation -Automatic speech recognition, transcribing audio into text -Multilingual language detection and transcription Chirp 3: Transcription on Speech-to-Text V2 API An API that is the next generation of Google's universal Speech-to-Text model, unifying data from multiple languages. Building scalable, Enterprise-grade applications. Easy transcription integration into existing software. -Enhanced multilingual language detection and transcription -Supports transcription in 85+ languages and variants -Supports speaker diarization and model adaptation -Automatic speech recognition, transcribing audio into text -Multilingual language detection and transcription Chirp 3: Transcription in Vertex AI What is it A simple to use no code, web-based, graphical user interface. Best for Rapidly test audio files, quickly prototype, create audio transcription, upload audio or recordings directly into a web browser. Key features -Enhanced multilingual language detection and transcription -Supports transcription in 85+ languages and variants -Supports speaker diarization and model adaptation -Automatic speech recognition, transcribing audio into text -Multilingual language detection and transcription Chirp 3: Transcription on Speech-to-Text V2 API What is it An API that is the next generation of Google's universal Speech-to-Text model, unifying data from multiple languages. Best for Building scalable, Enterprise-grade applications. Easy transcription integration into existing software. Key features -Enhanced multilingual language detection and transcription -Supports transcription in 85+ languages and variants -Supports speaker diarization and model adaptation -Automatic speech recognition, transcribing audio into text -Multilingual language detection and transcription How It Works Speech-to-Text has three main methods to perform speech recognition: synchronous, asynchronous, and streaming. Each method returns text results based on if transcription is needed in post processing, periodically, or in real time. Simply put, you'll input audio data and then receive a text-based response. Learn how to add Speech-to-Text to your apps Demo Test out the Speech-to-Text API Quickly create audio transcription from a file upload or directly speaking into a mic. Common Uses Transcribe audio Tutorials, quickstarts, & labs Caption videos using AI Tutorials, quickstarts, & labs Add Speech-to-Text to apps Tutorials, quickstarts, & labs How to add Speech-to-Text to apps Learn how you can quickly and easily enable Speech-to-Text for your application with Google Cloud. This video covers how to add AI to your application without extensive machine learning model experience. Using the pretrained Speech-to-Text API you'll quickly and easily enable AI for your application. Add voice control to apps How to add Speech-to-Text to apps Learn how you can quickly and easily enable Speech-to-Text for your application with Google Cloud. This video covers how to add AI to your application without extensive machine learning model experience. Using the pretrained Speech-to-Text API you'll quickly and easily enable AI for your application. Add voice control to apps Translate audio into text Tutorials, quickstarts, & labs Language, speech, text, and translation with Google Cloud APIs Language, speech, text, and translation with Google Cloud APIs Generate a solution What problem are you trying to solve? What you'll get: Step-by-step guide Reference architecture Available pre-built solutions This service was built with Vertex AI . You must be 18 or older to use it. Do not enter sensitive, confidential, or personal info. Pricing How Speech-to-Text pricing works Speech-to-Text pricing is based on the API version, channels, batch methods, and any additional Google Cloud service costs like storage. API version Service and capability Pricing Speech-to-Text V2 API V2 offers data residency for multi and single region deployments of Chirp 3. V2 does include audit logging and support for customer managed encryption keys. $0.016 per min How Speech-to-Text pricing works Speech-to-Text pricing is based on the API version, channels, batch methods, and any additional Google Cloud service costs like storage. Speech-to-Text V2 API Service and capability V2 offers data residency for multi and single region deployments of Chirp 3. V2 does include audit logging and support for customer managed encryption keys. Pricing $0.016 per min Pricing calculator Estimate your monthly Speech-To-Text costs, including region specific pricing and fees. Custom quote Connect with our sales team to get a custom quote for your organization. Start your proof of concept New customers get up to $300 in free credits to try Speech-to-Text and other Google Cloud products Have a large project? Speech-to-Text On-Prem Speech-to-Text basics Speech-to-Text code samples
Markdown	Page Contents - [![](https://www.gstatic.com/bricks/image/d5d37ee3593566c650cbb3e3724cc03e2cfe2d69d912622681ceba34ad31d198.svg)Documentation](https://docs.cloud.google.com/speech-to-text/docs) - [![](https://www.gstatic.com/bricks/image/10c4a3154c4549a892cd3601c98880acb6c69c083554d7ed5c9f453cb3453b6a.svg)Release notes](https://docs.cloud.google.com/speech-to-text/docs/release-notes) - [![](https://www.gstatic.com/bricks/image/493351e6617994047d49abd8551d53aa65d4c040d95b6e6602eca792b85f8116.svg)Training](https://www.skills.google/catalog?keywords=Cloud+Speech-to-Text&locale=) [Try Gemini 3, our best model for reasoning, coding, and multimodal understanding in Vertex AI](https://console.cloud.google.com/vertex-ai/studio/multimodal) # Speech-to-Text ## Turn speech into text using Google AI Convert audio into text transcriptions and integrate speech recognition into applications with easy-to-use APIs. New customers also get up to \$300 in free credits to try Speech-to-Text and other Google Cloud products. Start transcribing Contact sales ### Product highlights - [Easily add Speech-to-Text to apps](https://cloud.google.com/speech-to-text#common-uses) - [Transcribe audio files or real-time audio](https://cloud.google.com/speech-to-text#demo) - [Supports over 125 languages](https://cloud.google.com/speech-to-text#features) - [Use AI to caption videos](https://cloud.google.com/speech-to-text#common-uses) * Features ### Advanced speech AI Speech-to-Text can utilize [Chirp 3](https://docs.cloud.google.com/speech-to-text/docs/models/chirp-3), Google Cloud’s foundation model for speech trained on millions of hours of audio data and billions of text sentences. This contrasts with traditional speech recognition techniques that focus on large amounts of language-specific supervised data. These techniques give users improved [recognition and transcription](https://docs.cloud.google.com/speech-to-text/docs/models/chirp-3) for more spoken languages and accents. ### Support for 85+ languages and variants Build for a global user base with [extensive language support](https://docs.cloud.google.com/speech-to-text/docs/speech-to-text-supported-languages). Transcribe short, long, and even streaming audio data. Speech-to-Text also offers users more accurate and [globe-spanning deployments for transcription with Chirp 3](https://docs.cloud.google.com/speech-to-text/docs/models/chirp-3), the next generation of universal speech models. Chirp 3: Transcription was built using self-supervised training on millions of hours of audio and 28 billion sentences of text spanning 100+ languages. [Transcribe short, long, or streaming audio View guide](https://docs.cloud.google.com/speech-to-text/docs/sync-recognize) ### Streaming speech recognition Receive real-time speech recognition results as the API processes the audio input streamed from your application’s microphone or sent from a prerecorded audio file (inline or through Cloud Storage). ### AI-powered speech recognition and transcription Speech-to-Text uses [model adaptation](https://docs.cloud.google.com/speech-to-text/docs/models/chirp-3#improve_accuracy_with_model_adaptation) to improve the accuracy of frequently used words, expand the vocabulary available for transcription, and improve transcription from noisy audio. Model adaptation lets users customize Speech-to-Text to recognize specific words or phrases more frequently than other options that might otherwise be suggested. For example, you could bias Speech-to-Text towards transcribing "weather" over "whether." ### Out-of-the-box regulatory and security compliance Speech-to-Text API v2 gives enterprise and business customers added security and regulatory requirements out of the box. [Data residency](https://docs.cloud.google.com/speech-to-text/docs/locations) enables the invocation of transcription models through a fully regionalized service that taps into Google Cloud regions like Singapore and Belgium. Logs for resource generation and transcription are made easily available in the Google Cloud console. And Speech-to-Text API v2 offers enterprise-grade encryption with [customer-managed encryption keys](https://docs.cloud.google.com/kms/docs/cmek) for all resources as well as batch transcription. ### Speech adaptation Customize speech recognition to transcribe domain-specific terms and rare words by providing hints and [boost](https://docs.cloud.google.com/speech-to-text/docs/adaptation-model) your transcription accuracy of specific words or phrases. Automatically convert spoken numbers into addresses, years, currencies, and more using [classes](https://docs.cloud.google.com/speech-to-text/docs/class-tokens). ### Speech-to-Text On-Prem Have full control over your infrastructure and protected speech data while leveraging Google’s speech recognition technology [on-premises](https://docs.cloud.google.com/speech-to-text/priv), right in your own private data centers. [Contact sales](https://cloud.google.com/contact) to get started. ### Multichannel recognition Speech-to-Text can recognize distinct channels in multichannel situations (for example, video conference) and annotate the transcripts to preserve the order. ### Noise robustness Speech-to-Text can handle noisy audio from many environments without requiring additional noise cancellation. ### Domain-specific models Choose from a [selection of trained models](https://docs.cloud.google.com/speech-to-text/docs/overview#select-model) for voice control and phone call and video transcription optimized for domain-specific quality requirements. For example, our enhanced phone call model is tuned for audio originated from telephony, such as phone calls recorded at an 8khz sampling rate. ### Content filtering Profanity filter helps you detect inappropriate or unprofessional content in your audio data and filter out profane words in text results. ### Transcription evaluation Upload your own voice data and have it transcribed with no code. Evaluate quality by iterating on your configuration. ### Automatic punctuation (beta) Speech-to-Text accurately punctuates transcriptions, such as by providing commas, question marks, and periods. ### Speaker diarization Know who said what by receiving automatic predictions about which of the speakers in a conversation spoke each utterance. View all features Compare Speech-to-Text Chirp model in API and Vertex AI Studio \| Product \| What is it \| Best for \| Key features \| \|---\|---\|---\|---\| \| Chirp 3: Transcription in Vertex AI \| A simple to use no code, web-based, graphical user interface. \| Rapidly test audio files, quickly prototype, create audio transcription, upload audio or recordings directly into a web browser. \| \-Enhanced multilingual language detection and transcription \-Supports transcription in 85+ languages and variants \-Supports speaker diarization and model adaptation \-Automatic speech recognition, transcribing audio into text \-Multilingual language detection and transcription \| \| Chirp 3: Transcription on Speech-to-Text V2 API \| An API that is the next generation of Google's universal Speech-to-Text model, unifying data from multiple languages. \| Building scalable, Enterprise-grade applications. Easy transcription integration into existing software. \| \-Enhanced multilingual language detection and transcription \-Supports transcription in 85+ languages and variants \-Supports speaker diarization and model adaptation \-Automatic speech recognition, transcribing audio into text \-Multilingual language detection and transcription \| Chirp 3: Transcription in Vertex AI What is it A simple to use no code, web-based, graphical user interface. Best for Rapidly test audio files, quickly prototype, create audio transcription, upload audio or recordings directly into a web browser. Key features \-Enhanced multilingual language detection and transcription \-Supports transcription in 85+ languages and variants \-Supports speaker diarization and model adaptation \-Automatic speech recognition, transcribing audio into text \-Multilingual language detection and transcription Chirp 3: Transcription on Speech-to-Text V2 API What is it An API that is the next generation of Google's universal Speech-to-Text model, unifying data from multiple languages. Best for Building scalable, Enterprise-grade** applications. Easy transcription integration into existing software. Key features \-Enhanced multilingual language detection and transcription \-Supports transcription in 85+ languages and variants \-Supports speaker diarization and model adaptation \-Automatic speech recognition, transcribing audio into text \-Multilingual language detection and transcription How It Works ### Speech-to-Text has three main methods to perform speech recognition: synchronous, asynchronous, and streaming. Each method returns text results based on if transcription is needed in post processing, periodically, or in real time. Simply put, you'll input audio data and then receive a text-based response. View documentation [![Add speech-to-text to app](https://www.gstatic.com/bricks/image/SHfryAf2t5aV3GO8NqU3peFueDRFGVY7cb6X1BMXHeR-STNRc7RWRYspPgOdDmPw0a2HOAET6Q0.png)](https://www.youtube.com/watch?v=yaDrWa1f-RI&t=130s) Learn how to add Speech-to-Text to your apps Demo ## Test out the Speech-to-Text API Quickly create audio transcription from a file upload or directly speaking into a mic. Common Uses ### Transcribe audio #### ![build](https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/build/wght100fill1/20px.svg)Tutorials, quickstarts, & labs ## Create an audio transcription Learn how to use the Speech-to-Text API from within the Google Cloud console by creating an audio transcription in just a few steps. You can also transcribe [streaming](https://docs.cloud.google.com/speech-to-text/docs/streaming-recognize), [short](https://docs.cloud.google.com/speech-to-text/docs/sync-recognize), and [long](https://docs.cloud.google.com/speech-to-text/docs/batch-recognize) audio. Start using Speech-to-Text [![Audio transcription UI](https://www.gstatic.com/bricks/image/FK0DgP_QqpeTB20PHUYrxHKbx455iRegmpay4BAV6GaO973dlkyZrBHMmTi-W2W38d_XR-q6-Nm57Q.png)](https://cloud.google.com/speech-to-text) Speech-to-Text uploader preview - [Browse sample applications](https://docs.cloud.google.com/speech-to-text/docs/samples) - [Speech-to-Text tutorials and guides](https://docs.cloud.google.com/speech-to-text/docs/quickstarts/console-tutorials) - [Transcribe audio from a mic to text](https://docs.cloud.google.com/speech-to-text/docs/streaming-recognize) ![build](https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/build/wght100fill1/20px.svg) #### Tutorials, quickstarts, & labs ## Create an audio transcription Learn how to use the Speech-to-Text API from within the Google Cloud console by creating an audio transcription in just a few steps. You can also transcribe [streaming](https://docs.cloud.google.com/speech-to-text/docs/streaming-recognize), [short](https://docs.cloud.google.com/speech-to-text/docs/sync-recognize), and [long](https://docs.cloud.google.com/speech-to-text/docs/batch-recognize) audio. Start using Speech-to-Text [![Audio transcription UI](https://www.gstatic.com/bricks/image/FK0DgP_QqpeTB20PHUYrxHKbx455iRegmpay4BAV6GaO973dlkyZrBHMmTi-W2W38d_XR-q6-Nm57Q.png)](https://cloud.google.com/speech-to-text) Speech-to-Text uploader preview - [Browse sample applications](https://docs.cloud.google.com/speech-to-text/docs/samples) - [Speech-to-Text tutorials and guides](https://docs.cloud.google.com/speech-to-text/docs/quickstarts/console-tutorials) - [Transcribe audio from a mic to text](https://docs.cloud.google.com/speech-to-text/docs/streaming-recognize) ### Caption videos using AI #### ![build](https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/build/wght100fill1/20px.svg)Tutorials, quickstarts, & labs ## Create subtitles for videos using AI Transcribe your audio and video to include captions. Add subtitles to existing content or in real time to streaming content. Our [Chirp 3: Transcription](https://cloud.google.com/speech-to-text/v2/docs/chirp_3-model) is ideal for indexing or subtitling video and/or multi-speaker content and uses similar machine learning technology as YouTube does for video captioning. This tutorial shows you how to use the Google Cloud AI services Speech-to-Text API and [Translation API](https://cloud.google.com/translation/) to add subtitles to videos and to provide localized subtitles in other languages. Watch automated subtitles tutorial [![Speech-to-Text captioning](https://www.gstatic.com/bricks/image/y_KHnqQm4S8n1kBlznObK7YhsOi8qFoulfRGVzMdJPpThNoJ7_moOlfn2nbYcIIfGrWjMgiDkG8.png)](https://cloud.google.com/speech-to-text) - [Dub videos using AI](https://www.youtube.com/watch?v=T2TAAHmNBnE) - [Transcribe audio from a video file using Speech-to-Text](https://docs.cloud.google.com/speech-to-text/docs/v1/transcribe-audio-from-video-speech-to-text) - [Transcribe audio from a streaming video](https://docs.cloud.google.com/speech-to-text/docs/streaming-recognize) ![build](https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/build/wght100fill1/20px.svg) #### Tutorials, quickstarts, & labs ## Create subtitles for videos using AI Transcribe your audio and video to include captions. Add subtitles to existing content or in real time to streaming content. Our [Chirp 3: Transcription](https://cloud.google.com/speech-to-text/v2/docs/chirp_3-model) is ideal for indexing or subtitling video and/or multi-speaker content and uses similar machine learning technology as YouTube does for video captioning. This tutorial shows you how to use the Google Cloud AI services Speech-to-Text API and [Translation API](https://cloud.google.com/translation/) to add subtitles to videos and to provide localized subtitles in other languages. Watch automated subtitles tutorial [![Speech-to-Text captioning](https://www.gstatic.com/bricks/image/y_KHnqQm4S8n1kBlznObK7YhsOi8qFoulfRGVzMdJPpThNoJ7_moOlfn2nbYcIIfGrWjMgiDkG8.png)](https://cloud.google.com/speech-to-text) - [Dub videos using AI](https://www.youtube.com/watch?v=T2TAAHmNBnE) - [Transcribe audio from a video file using Speech-to-Text](https://docs.cloud.google.com/speech-to-text/docs/v1/transcribe-audio-from-video-speech-to-text) - [Transcribe audio from a streaming video](https://docs.cloud.google.com/speech-to-text/docs/streaming-recognize) ### Add Speech-to-Text to apps #### ![build](https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/build/wght100fill1/20px.svg)Tutorials, quickstarts, & labs ## How to add Speech-to-Text to apps Learn how you can quickly and easily enable Speech-to-Text for your application with Google Cloud. This video covers how to add AI to your application without extensive machine learning model experience. Using the pretrained Speech-to-Text API you'll quickly and easily enable AI for your application. Watch example video [![Advanced transcription powered by Google AI and API UI](https://www.gstatic.com/bricks/image/R9P5JqD4DFgwwMOCLsCf5CdG-QJIWYp0gJxiM-g5qbukm6dkIg2ZOr6GBuY1APhMgeyxz3MCkhXBuA.png)](https://cloud.google.com/speech-to-text) - [Add voice control to apps](https://www.skills.google/catalog?keywords=speech%20to%20text) ![build](https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/build/wght100fill1/20px.svg) #### Tutorials, quickstarts, & labs ## How to add Speech-to-Text to apps Learn how you can quickly and easily enable Speech-to-Text for your application with Google Cloud. This video covers how to add AI to your application without extensive machine learning model experience. Using the pretrained Speech-to-Text API you'll quickly and easily enable AI for your application. Watch example video [![Advanced transcription powered by Google AI and API UI](https://www.gstatic.com/bricks/image/R9P5JqD4DFgwwMOCLsCf5CdG-QJIWYp0gJxiM-g5qbukm6dkIg2ZOr6GBuY1APhMgeyxz3MCkhXBuA.png)](https://cloud.google.com/speech-to-text) - [Add voice control to apps](https://www.skills.google/catalog?keywords=speech%20to%20text) ### Translate audio into text #### ![build](https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/build/wght100fill1/20px.svg)Tutorials, quickstarts, & labs ## Language, speech, text, and translation with Google Cloud APIs In this course, you'll use the Speech-to-Text API to transcribe an audio file into a text file, translate with the [Google Cloud Translation API](https://cloud.google.com/translate), and create synthetic speech with [Natural Language AI](https://cloud.google.com/natural-language). Start course [![Speech-to-Text course](https://www.gstatic.com/bricks/image/phKRhBnykO3LKLeSZET58A7bEpfAVwKo7BgRCwHdfnlyP7JSANqxpTgIPkNDb-MMBKC9YkALaXU.png)](https://cloud.google.com/speech-to-text) - [View](https://docs.cloud.google.com/speech-to-text/docs/speech-to-text-supported-languages) [supported languages](https://cloud.google.com/speech-to-text/docs/speech-to-text-supported-languages) - [Learn more about](https://cloud.google.com/translate) [Google Cloud Translation](https://cloud.google.com/translate) ![build](https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/build/wght100fill1/20px.svg) #### Tutorials, quickstarts, & labs ## Language, speech, text, and translation with Google Cloud APIs In this course, you'll use the Speech-to-Text API to transcribe an audio file into a text file, translate with the [Google Cloud Translation API](https://cloud.google.com/translate), and create synthetic speech with [Natural Language AI](https://cloud.google.com/natural-language). Start course [![Speech-to-Text course](https://www.gstatic.com/bricks/image/phKRhBnykO3LKLeSZET58A7bEpfAVwKo7BgRCwHdfnlyP7JSANqxpTgIPkNDb-MMBKC9YkALaXU.png)](https://cloud.google.com/speech-to-text) - [View](https://docs.cloud.google.com/speech-to-text/docs/speech-to-text-supported-languages) [supported languages](https://cloud.google.com/speech-to-text/docs/speech-to-text-supported-languages) - [Learn more about](https://cloud.google.com/translate) [Google Cloud Translation](https://cloud.google.com/translate) Generate a solution What problem are you trying to solve? Generate solution shuffleSurprise me What you'll get: check\_smallStep-by-step guide check\_smallReference architecture check\_smallAvailable pre-built solutions sparkTranscribe audio sparkGenerate multilingual subtitles sparkEnable voice commands This service was built with [Vertex AI](https://cloud.google.com/vertex-ai). You must be 18 or older to use it. Do not enter sensitive, confidential, or personal info. Pricing \| How Speech-to-Text pricing works \| Speech-to-Text pricing is based on the API version, channels, batch methods, and any additional Google Cloud service costs like storage. \| \| \|---\|---\|---\| \| API version \| Service and capability \| Pricing \| \| Speech-to-Text V2 API \| V2 offers data residency for multi and single region deployments of Chirp 3. V2 does include audit logging and support for customer managed encryption keys. \| \$0.016per min \| View [pricing details](https://cloud.google.com/speech-to-text/pricing) for Speech-to-Text. How Speech-to-Text pricing works Speech-to-Text pricing is based on the API version, channels, batch methods, and any additional Google Cloud service costs like storage. Speech-to-Text V2 API Service and capability V2 offers data residency for multi and single region deployments of Chirp 3. V2 does include audit logging and support for customer managed encryption keys. Pricing \$0.016 per min View [pricing details](https://cloud.google.com/speech-to-text/pricing) for Speech-to-Text. ### Pricing calculator Estimate your monthly Speech-To-Text costs, including region specific pricing and fees. Estimate costs ### Custom quote Connect with our sales team to get a custom quote for your organization. Request a quote ### Start your proof of concept ### New customers get up to \$300 in free credits to try Speech-to-Text and other Google Cloud products Get started for free ### Have a large project? Contact sales ![](https://www.gstatic.com/cgc/product-v3/proof-of-concept-blue.svg) ### Speech-to-Text On-Prem View documentation ![](https://www.gstatic.com/cgc/product-v3/proof-of-concept-yellow.svg) ### Speech-to-Text basics View documentation ![](https://www.gstatic.com/cgc/product-v3/proof-of-concept-green.svg) ### Speech-to-Text code samples View samples menu [![Google Cloud](https://www.gstatic.com/cgc/google-cloud-logo.svg)](https://cloud.google.com/) [Overview](https://cloud.google.com/why-google-cloud) [Solutions](https://cloud.google.com/solutions) [Products](https://cloud.google.com/products) [Pricing](https://cloud.google.com/pricing) [Resources](https://cloud.google.com/docs/get-started) [Docs](https://cloud.google.com/docs) [Support](https://cloud.google.com/support-hub) [Contact us](https://cloud.google.com/contact) [Docs](https://cloud.google.com/docs) [Support](https://cloud.google.com/support-hub) [Console](https://console.cloud.google.com/) [Sign in](https://accounts.google.com/AccountChooser?continue=https://cloud.google.com/speech-to-text&hl=en-US&prompt=select_account&service=cloudconsole) Start free [Cloud Speech-to-Text](https://cloud.google.com/speech-to-text) Start free Contact us close - 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Reports and insights - [Executive insightsCurated C-suite perspectives.](https://cloud.google.com/executive-insights) - [Analyst reportsRead what industry analysts say about us.](https://cloud.google.com/analyst-reports) - [WhitepapersBrowse and download popular whitepapers.](https://cloud.google.com/whitepapers) - [Customer storiesExplore case studies and videos.](https://cloud.google.com/customers) close - [Industry Solutions](https://cloud.google.com/speech-to-text) - [Application Modernization](https://cloud.google.com/speech-to-text) - [Artificial Intelligence](https://cloud.google.com/speech-to-text) - [APIs and Applications](https://cloud.google.com/speech-to-text) - [Data Analytics](https://cloud.google.com/speech-to-text) - [Databases](https://cloud.google.com/speech-to-text) - [Infrastructure Modernization](https://cloud.google.com/speech-to-text) - [Productivity and Collaboration](https://cloud.google.com/speech-to-text) - [Security](https://cloud.google.com/speech-to-text) - [Startups and SMB](https://cloud.google.com/speech-to-text) See all solutions - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Industry SolutionsReduce cost, increase operational agility, and capture new market opportunities.](https://cloud.google.com/solutions#industry-solutions) - [![](https://www.gstatic.com/cloud/images/navigation/retail.svg)RetailAnalytics and collaboration tools for the retail value chain.](https://cloud.google.com/solutions/retail) - [![](https://www.gstatic.com/cloud/images/navigation/cpg.svg)Consumer Packaged GoodsSolutions for CPG digital transformation and brand growth.](https://cloud.google.com/solutions/cpg) - [![](https://www.gstatic.com/cloud/images/navigation/finance.svg)Financial ServicesComputing, data management, and analytics tools for financial services.](https://cloud.google.com/solutions/financial-services) - [![](https://www.gstatic.com/cloud/images/navigation/hcls.svg)Healthcare and Life SciencesAdvance research at scale and empower healthcare innovation.](https://cloud.google.com/solutions/healthcare-life-sciences) - [![](https://www.gstatic.com/cloud/images/navigation/media.svg)Media and EntertainmentSolutions for content production and distribution operations.](https://cloud.google.com/solutions/media-entertainment) - [![](https://www.gstatic.com/cloud/images/navigation/telecommunications.svg)TelecommunicationsHybrid and multi-cloud services to deploy and monetize 5G.](https://cloud.google.com/solutions/telecommunications) - [![](https://www.gstatic.com/cloud/images/navigation/gaming.svg)GamesAI-driven solutions to build and scale games faster.](https://cloud.google.com/solutions/games) - [![](https://www.gstatic.com/cloud/images/navigation/manufacturing.svg)ManufacturingMigration and AI tools to optimize the manufacturing value chain.](https://cloud.google.com/solutions/manufacturing) - [![](https://www.gstatic.com/cloud/images/navigation/supply-chain.svg)Supply Chain and LogisticsEnable sustainable, efficient, and resilient data-driven operations across supply chain and logistics operations.](https://cloud.google.com/solutions/supply-chain-logistics) - [![](https://www.gstatic.com/cloud/images/navigation/government.svg)GovernmentData storage, AI, and analytics solutions for government agencies.](https://cloud.google.com/gov) - [![](https://www.gstatic.com/cloud/images/navigation/icon-sprite.svg#education)EducationTeaching tools to provide more engaging learning experiences.](https://cloud.google.com/edu/higher-education) - Not seeing what you're looking for? - [See all industry solutions](https://cloud.google.com/solutions#industry-solutions) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Application ModernizationAssess, plan, implement, and measure software practices and capabilities to modernize and simplify your organization’s business application portfolios.](https://cloud.google.com/solutions/camp) - [CAMPProgram that uses DORA to improve your software delivery capabilities.](https://cloud.google.com/solutions/camp) - [Modernize Traditional ApplicationsAnalyze, categorize, and get started with cloud migration on traditional workloads.](https://cloud.google.com/solutions/modernize-traditional-applications) - [Migrate from PaaS: Cloud Foundry, OpenshiftTools for moving your existing containers into Google's managed container services.](https://cloud.google.com/solutions/migrate-from-paas) - [Migrate from MainframeAutomated tools and prescriptive guidance for moving your mainframe apps to the cloud.](https://cloud.google.com/solutions/mainframe-modernization) - [Modernize Software DeliverySoftware supply chain best practices - innerloop productivity, CI/CD and S3C.](https://cloud.google.com/solutions/software-delivery) - [DevOps Best PracticesProcesses and resources for implementing DevOps in your org.](https://cloud.google.com/devops) - [SRE PrinciplesTools and resources for adopting SRE in your org.](https://cloud.google.com/sre) - [Platform EngineeringComprehensive suite of managed services and Golden Paths to build, manage, and scale IDPs.](https://cloud.google.com/solutions/platform-engineering) - [Run Applications at the EdgeGuidance for localized and low latency apps on Google’s hardware agnostic edge solution.](https://cloud.google.com/solutions/modernize-with-edge) - [Architect for MulticloudManage workloads across multiple clouds with a consistent platform.](https://cloud.google.com/solutions/architect-multicloud) - [Go ServerlessFully managed environment for developing, deploying and scaling apps.](https://cloud.google.com/solutions/serverless) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Artificial IntelligenceAdd intelligence and efficiency to your business with AI and machine learning.](https://cloud.google.com/solutions/ai) - [Customer Engagement Suite with Google AIEnd-to-end application that combines our most advanced conversational AI.](https://cloud.google.com/solutions/customer-engagement-ai) - [Document AIDocument processing and data capture automated at scale.](https://cloud.google.com/document-ai) - [Vertex AI Search for commerceGoogle-quality search and product recommendations for retailers.](https://cloud.google.com/solutions/retail-product-discovery) - [Google Cloud with GeminiAI assistants for application development, coding, and more.](https://cloud.google.com/ai/gemini) - [Generative AI on Google CloudTransform content creation and discovery, research, customer service, and developer efficiency with the power of generative AI.](https://cloud.google.com/use-cases/generative-ai) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)APIs and ApplicationsSpeed up the pace of innovation without coding, using APIs, apps, and automation.](https://cloud.google.com/solutions/apis-and-applications) - [New Business Channels Using APIsAttract and empower an ecosystem of developers and partners.](https://cloud.google.com/solutions/new-channels-using-apis) - [Unlocking Legacy Applications Using APIsCloud services for extending and modernizing legacy apps.](https://cloud.google.com/solutions/unlocking-legacy-applications) - [Open Banking APIxSimplify and accelerate secure delivery of open banking compliant APIs.](https://cloud.google.com/solutions/open-banking-apix) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Data AnalyticsGenerate instant insights from data at any scale with a serverless, fully managed analytics platform that significantly simplifies analytics.](https://cloud.google.com/solutions/data-analytics-and-ai) - [Data MigrationMigrate and modernize your data warehouse and data lakes with AI-powered migration services.](https://cloud.google.com/solutions/data-migration) - [Data LakehouseUnify and govern your multimodal data with a high-performance and open data lakehouse.](https://cloud.google.com/solutions/data-lakehouse) - [Real-time AnalyticsInsights from ingesting, processing, and analyzing event streams.](https://cloud.google.com/solutions/stream-analytics) - [Marketing AnalyticsSolutions for collecting, analyzing, and activating customer data.](https://cloud.google.com/solutions/marketing-analytics) - [DatasetsData from Google, public, and commercial providers to enrich your analytics and AI initiatives.](https://cloud.google.com/datasets) - [Business IntelligenceSolutions for modernizing your BI stack and creating rich data experiences.](https://cloud.google.com/solutions/business-intelligence) - [AI for Data AnalyticsWrite SQL, build predictive models, and visualize data with AI for data analytics.](https://cloud.google.com/use-cases/ai-data-analytics) - [Geospatial AnalyticsA comprehensive platform to solve for geospatial use cases at scale.](https://cloud.google.com/solutions/geospatial) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)DatabasesMigrate and manage enterprise data with security, reliability, high availability, and fully managed data services.](https://cloud.google.com/solutions/databases) - [Database MigrationGuides and tools to simplify your database migration life cycle.](https://cloud.google.com/solutions/database-migration) - [Database ModernizationUpgrades to modernize your operational database infrastructure.](https://cloud.google.com/solutions/database-modernization) - [Databases for GamesBuild global, live games with Google Cloud databases.](https://cloud.google.com/solutions/databases/games) - [Google Cloud DatabasesDatabase services to migrate, manage, and modernize data.](https://cloud.google.com/products/databases) - [Migrate Oracle workloads to Google CloudRehost, replatform, rewrite your Oracle workloads.](https://cloud.google.com/solutions/oracle) - [Open Source DatabasesFully managed open source databases with enterprise-grade support.](https://cloud.google.com/solutions/open-source-databases) - [SQL Server on Google CloudOptions for running SQL Server virtual machines on Google Cloud.](https://cloud.google.com/sql-server) - [Gemini for DatabasesSupercharge database development and management with AI.](https://cloud.google.com/products/gemini/databases) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Infrastructure ModernizationMigrate quickly with solutions for SAP, VMware, Windows, Oracle, and other workloads.](https://cloud.google.com/solutions/infrastructure-modernization) - [Application MigrationDiscovery and analysis tools for moving to the cloud.](https://cloud.google.com/solutions/application-migration) - [SAP on Google CloudCertifications for running SAP applications and SAP HANA.](https://cloud.google.com/solutions/sap) - [High Performance ComputingCompute, storage, and networking options to support any workload.](https://cloud.google.com/solutions/hpc) - [Windows on Google CloudTools and partners for running Windows workloads.](https://cloud.google.com/windows) - [Data Center MigrationMigration solutions for VMs, apps, databases, and more.](https://cloud.google.com/solutions/data-center-migration) - [Active AssistAutomatic cloud resource optimization and increased security.](https://cloud.google.com/solutions/active-assist) - [Virtual DesktopsRemote work solutions for desktops and applications (VDI & DaaS).](https://cloud.google.com/solutions/virtual-desktops) - [Rapid Migration and Modernization ProgramEnd-to-end migration program to simplify your path to the cloud.](https://cloud.google.com/solutions/cloud-migration-program) - [Backup and Disaster RecoveryEnsure your business continuity needs are met.](https://cloud.google.com/solutions/backup-dr) - [Red Hat on Google CloudGoogle and Red Hat provide an enterprise-grade platform for traditional on-prem and custom applications.](https://cloud.google.com/solutions/redhat) - [Cross-Cloud NetworkSimplify hybrid and multicloud networking, and secure your workloads, data, and users.](https://cloud.google.com/solutions/cross-cloud-network) - [ObservabilityMonitor, troubleshoot, and improve app performance with end-to-end visibility.](https://cloud.google.com/solutions/observability) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Productivity and CollaborationChange the way teams work with solutions designed for humans and built for impact.](https://workspace.google.com/enterprise/) - [Google WorkspaceCollaboration and productivity tools for enterprises.](https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect) - [Google Workspace EssentialsSecure video meetings and modern collaboration for teams.](https://workspace.google.com/essentials/) - [Cloud IdentityUnified platform for IT admins to manage user devices and apps.](https://cloud.google.com/identity) - [Chrome EnterpriseChromeOS, Chrome Browser, and Chrome devices built for business.](https://chromeenterprise.google/) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)SecurityDetect, investigate, and respond to online threats to help protect your business.](https://cloud.google.com/solutions/security) - [Agentic SOCDelivering better security outcomes with AI agents.](https://cloud.google.com/solutions/agentic-soc) - [Web App and API ProtectionThreat and fraud protection for your web applications and APIs.](https://cloud.google.com/security/solutions/web-app-and-api-protection) - [Security and Resilience FrameworkSolutions for each phase of the security and resilience life cycle.](https://cloud.google.com/security/solutions/security-and-resilience) - [Risk and compliance as code (RCaC)Solution to modernize your governance, risk, and compliance function with automation.](https://cloud.google.com/solutions/risk-and-compliance-as-code) - [Software Supply Chain SecuritySolution for improving end-to-end software supply chain security.](https://cloud.google.com/security/solutions/software-supply-chain-security) - [Security FoundationRecommended products to help achieve a strong security posture.](https://cloud.google.com/security/solutions/security-foundation) - [Google Cloud Cybershield™Strengthen nationwide cyber defense.](https://cloud.google.com/security/solutions/secops-cybershield) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Startups and SMBAccelerate startup and SMB growth with tailored solutions and programs.](https://cloud.google.com/solutions#section-13) - [Startup ProgramGet financial, business, and technical support to take your startup to the next level.](https://cloud.google.com/startup) - [Small and Medium BusinessExplore solutions for web hosting, app development, AI, and analytics.](https://cloud.google.com/solutions/smb) - [Software as a ServiceBuild better SaaS products, scale efficiently, and grow your business.](https://cloud.google.com/saas) close - [Featured Products](https://cloud.google.com/speech-to-text) - [AI and Machine Learning](https://cloud.google.com/speech-to-text) - [Business Intelligence](https://cloud.google.com/speech-to-text) - [Compute](https://cloud.google.com/speech-to-text) - [Containers](https://cloud.google.com/speech-to-text) - [Data Analytics](https://cloud.google.com/speech-to-text) - [Databases](https://cloud.google.com/speech-to-text) - [Developer Tools](https://cloud.google.com/speech-to-text) - [Distributed Cloud](https://cloud.google.com/speech-to-text) - [Hybrid and Multicloud](https://cloud.google.com/speech-to-text) - [Industry Specific](https://cloud.google.com/speech-to-text) - [Integration Services](https://cloud.google.com/speech-to-text) - [Management Tools](https://cloud.google.com/speech-to-text) - [Maps and Geospatial](https://cloud.google.com/speech-to-text) - [Media Services](https://cloud.google.com/speech-to-text) - [Migration](https://cloud.google.com/speech-to-text) - [Mixed Reality](https://cloud.google.com/speech-to-text) - [Networking](https://cloud.google.com/speech-to-text) - [Operations](https://cloud.google.com/speech-to-text) - [Productivity and Collaboration](https://cloud.google.com/speech-to-text) - [Security and Identity](https://cloud.google.com/speech-to-text) - [Serverless](https://cloud.google.com/speech-to-text) - [Storage](https://cloud.google.com/speech-to-text) - [Web3](https://cloud.google.com/speech-to-text) See all products (100+) - Featured Products - [![](https://www.gstatic.com/cloud/images/navigation/compute-engine.png)Compute EngineVirtual machines running in Google’s data center.](https://cloud.google.com/products/compute) - [![](https://www.gstatic.com/cloud/images/navigation/cloud-storage.png)Cloud StorageObject storage that’s secure, durable, and scalable.](https://cloud.google.com/storage) - [![](https://www.gstatic.com/cloud/images/navigation/bigquery.png)BigQueryAutonomous data to AI platform for analytics and data science.](https://cloud.google.com/bigquery) - [![](https://www.gstatic.com/cloud/images/navigation/cloud-run.png)Cloud RunFully managed environment for running containerized apps.](https://cloud.google.com/run) - [![](https://www.gstatic.com/cloud/images/navigation/kubernetes-engine.png)Google Kubernetes EngineManaged environment for running containerized apps.](https://cloud.google.com/kubernetes-engine) - [![](https://www.gstatic.com/cloud/images/navigation/vertex-ai.png)Vertex AIUnified platform for ML models and generative AI.](https://cloud.google.com/vertex-ai) - [![](https://www.gstatic.com/cloud/images/navigation/looker.png)LookerPlatform for BI, data applications, and embedded analytics.](https://cloud.google.com/looker) - [![](https://www.gstatic.com/cloud/images/navigation/apigee.png)Apigee API ManagementManage the full life cycle of APIs anywhere with visibility and control.](https://cloud.google.com/apigee) - [![](https://www.gstatic.com/cloud/images/navigation/cloud-sql.png)Cloud SQLRelational database services for MySQL, PostgreSQL and SQL Server.](https://cloud.google.com/sql) - [![](https://www.gstatic.com/images/branding/productlogos/gemini_2025/v1/web-24dp/logo_gemini_2025_color_2x_web_24dp.png)Gemini EnterpriseSecure platform to discover, create, run, and govern AI agents.](https://cloud.google.com/gemini-enterprise) - [![](https://www.gstatic.com/cloud/images/navigation/networking.png)Cloud CDNContent delivery network for delivering web and video.](https://cloud.google.com/cdn) - Not seeing what you're looking for? - [See all products (100+)](https://cloud.google.com/products#featured-products) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)AI and Machine Learning](https://cloud.google.com/products/ai) - [Vertex AI PlatformUnified platform for ML models and generative AI.](https://cloud.google.com/vertex-ai) - [Vertex AI StudioBuild, tune, and deploy foundation models on Vertex AI.](https://cloud.google.com/generative-ai-studio) - [Vertex AI Agent BuilderBuild and deploy gen AI experiences.](https://cloud.google.com/products/agent-builder) - [Conversational AgentsBuild conversational AI with both deterministic and gen AI functionality.](https://cloud.google.com/products/conversational-agents) - [Vertex AI SearchBuild Google-quality search for your enterprise apps and experiences.](https://cloud.google.com/enterprise-search) - [Speech-to-TextSpeech recognition and transcription across 125 languages.](https://cloud.google.com/speech-to-text) - [Text-to-SpeechSpeech synthesis in 220+ voices and 40+ languages.](https://cloud.google.com/text-to-speech) - [Translation AILanguage detection, translation, and glossary support.](https://cloud.google.com/translate) - [Gemini EnterpriseSecure platform to discover, create, run, and govern AI agents.](https://cloud.google.com/gemini-enterprise) - [Vision AICustom and pre-trained models to detect emotion, text, and more.](https://cloud.google.com/vision) - [Contact Center as a ServiceOmnichannel contact center solution that is native to the cloud.](https://cloud.google.com/solutions/contact-center-ai-platform) - Not seeing what you're looking for? - [See all AI and machine learning products](https://cloud.google.com/products?pds=CAE#ai-and-machine-learning) - Business Intelligence - [LookerPlatform for BI, data applications, and embedded analytics.](https://cloud.google.com/looker) - [Looker StudioInteractive data suite for dashboarding, reporting, and analytics.](https://cloud.google.com/looker-studio) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Compute](https://cloud.google.com/products/compute) - [Compute EngineVirtual machines running in Google’s data center.](https://cloud.google.com/products/compute) - [App EngineServerless application platform for apps and back ends.](https://cloud.google.com/appengine) - [Cloud GPUsGPUs for ML, scientific computing, and 3D visualization.](https://cloud.google.com/gpu) - [Migrate to Virtual MachinesServer and virtual machine migration to Compute Engine.](https://cloud.google.com/products/cloud-migration/virtual-machines) - [Spot VMsCompute instances for batch jobs and fault-tolerant workloads.](https://cloud.google.com/spot-vms) - [BatchFully managed service for scheduling batch jobs.](https://cloud.google.com/batch) - [Sole-Tenant NodesDedicated hardware for compliance, licensing, and management.](https://cloud.google.com/compute/docs/nodes/sole-tenant-nodes) - [Bare MetalInfrastructure to run specialized workloads on Google Cloud.](https://cloud.google.com/bare-metal) - [RecommenderUsage recommendations for Google Cloud products and services.](https://cloud.google.com/recommender/docs/whatis-activeassist) - [VMware EngineFully managed, native VMware Cloud Foundation software stack.](https://cloud.google.com/vmware-engine) - [Cloud RunFully managed environment for running containerized apps.](https://cloud.google.com/run) - Not seeing what you're looking for? - [See all compute products](https://cloud.google.com/products?pds=CAUSAQw#compute) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Containers](https://cloud.google.com/containers) - [Google Kubernetes EngineManaged environment for running containerized apps.](https://cloud.google.com/kubernetes-engine) - [Cloud RunFully managed environment for running containerized apps.](https://cloud.google.com/run) - [Cloud BuildSolution for running build steps in a Docker container.](https://cloud.google.com/build) - [Artifact RegistryPackage manager for build artifacts and dependencies.](https://cloud.google.com/artifact-registry/docs) - [Cloud CodeIDE support to write, run, and debug Kubernetes applications.](https://cloud.google.com/code) - [Cloud DeployFully managed continuous delivery to GKE and Cloud Run.](https://cloud.google.com/deploy) - [Migrate to ContainersComponents for migrating VMs into system containers on GKE.](https://cloud.google.com/products/cloud-migration/containers) - [Deep Learning ContainersContainers with data science frameworks, libraries, and tools.](https://cloud.google.com/deep-learning-containers/docs) - [KnativeComponents to create Kubernetes-native cloud-based software.](https://knative.dev/docs/) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Data Analytics](https://cloud.google.com/solutions/data-analytics-and-ai) - [BigQueryAutonomous data to AI platform for analytics and data science.](https://cloud.google.com/bigquery) - [LookerPlatform for BI, data applications, and embedded analytics.](https://cloud.google.com/looker) - [DataflowReal-time analytics for stream and batch processing.](https://cloud.google.com/products/dataflow) - [Pub/SubMessaging service for event ingestion and delivery.](https://cloud.google.com/pubsub) - [DataprocManaged service for running Apache Spark and Apache Hadoop clusters.](https://cloud.google.com/dataproc) - [Google Cloud Serverless for Apache SparkQuick VM startup and dynamic autoscaling for Spark workloads.](https://cloud.google.com/products/serverless-spark) - [Cloud ComposerWorkflow orchestration service built on Apache Airflow.](https://cloud.google.com/composer) - [BigLakeStorage engine for building data lakehouses with Apache Iceberg.](https://cloud.google.com/biglake) - [Dataplex Universal CatalogA unified data-to-AI governance fabric for all Google Cloud services.](https://cloud.google.com/dataplex) - [BigQuery Migration ServicesFree-to-use, cloud-native and AI-powered data migration services.](https://cloud.google.com/solutions/data-migration) - [Managed Service for Apache KafkaManaged Kafka service to operate highly available Apache Kafka clusters.](https://cloud.google.com/products/managed-service-for-apache-kafka) - Not seeing what you're looking for? - [See all data analytics products](https://cloud.google.com/products?pds=CAQ#data-analytics) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Databases](https://cloud.google.com/products/databases) - [AlloyDB for PostgreSQLFully managed, PostgreSQL-compatible database for enterprise workloads.](https://cloud.google.com/alloydb) - [Cloud SQLFully managed database for MySQL, PostgreSQL, and SQL Server.](https://cloud.google.com/sql) - [FirestoreHighly scalable and serverless NoSQL document database, with MongoDB compatibility.](https://cloud.google.com/firestore) - [SpannerCloud-native relational database with unlimited scale and 99.999% availability.](https://cloud.google.com/spanner) - [BigtableCloud-native wide-column database for large-scale, low-latency workloads.](https://cloud.google.com/bigtable) - [DatastreamServerless change data capture and replication service.](https://cloud.google.com/datastream) - [Database Migration ServiceServerless, minimal downtime migrations to Cloud SQL.](https://cloud.google.com/database-migration) - [Bare Metal SolutionFully managed infrastructure for your Oracle workloads.](https://cloud.google.com/bare-metal) - [MemorystoreFully managed Redis and Memcached for sub-millisecond data access.](https://cloud.google.com/memorystore) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Developer Tools](https://cloud.google.com/products/tools) - [Artifact RegistryUniversal package manager for build artifacts and dependencies.](https://cloud.google.com/artifact-registry/docs) - [Cloud CodeIDE support to write, run, and debug Kubernetes applications.](https://cloud.google.com/code) - [Cloud BuildContinuous integration and continuous delivery platform.](https://cloud.google.com/build) - [Cloud DeployFully managed continuous delivery to GKE and Cloud Run.](https://cloud.google.com/deploy) - [Cloud Deployment ManagerService for creating and managing Google Cloud resources.](https://cloud.google.com/deployment-manager/docs) - [Cloud SDKCommand-line tools and libraries for Google Cloud.](https://cloud.google.com/sdk) - [Cloud SchedulerCron job scheduler for task automation and management.](https://cloud.google.com/scheduler/docs) - [Cloud Source RepositoriesPrivate Git repository to store, manage, and track code.](https://cloud.google.com/source-repositories/docs) - [Infrastructure ManagerAutomate infrastructure management with Terraform.](https://cloud.google.com/infrastructure-manager/docs) - [Cloud WorkstationsManaged and secure development environments in the cloud.](https://cloud.google.com/workstations) - [Gemini Code AssistAI-powered assistant available across Google Cloud and your IDE.](https://cloud.google.com/products/gemini/code-assist) - Not seeing what you're looking for? - [See all developer tools](https://cloud.google.com/products?pds=CAI#developer-tools) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Distributed Cloud](https://cloud.google.com/distributed-cloud) - [Google Distributed Cloud ConnectedDistributed cloud services for edge workloads.](https://cloud.google.com/distributed-cloud-connected) - [Google Distributed Cloud Air-gappedDistributed cloud for air-gapped workloads.](https://cloud.google.com/distributed-cloud-air-gapped) - Hybrid and Multicloud - [Google Kubernetes EngineManaged environment for running containerized apps.](https://cloud.google.com/kubernetes-engine) - [Apigee API ManagementAPI management, development, and security platform.](https://cloud.google.com/apigee) - [Migrate to ContainersTool to move workloads and existing applications to GKE.](https://cloud.google.com/products/cloud-migration/containers) - [Cloud BuildService for executing builds on Google Cloud infrastructure.](https://cloud.google.com/build) - [ObservabilityMonitoring, logging, and application performance suite.](https://cloud.google.com/products/observability) - [Cloud Service MeshFully managed service mesh based on Envoy and Istio.](https://cloud.google.com/products/service-mesh) - [Google Distributed CloudFully managed solutions for the edge and data centers.](https://cloud.google.com/distributed-cloud) - Industry Specific - [Anti Money Laundering AIDetect suspicious, potential money laundering activity with AI.](https://cloud.google.com/anti-money-laundering-ai) - [Cloud Healthcare APISolution for bridging existing care systems and apps on Google Cloud.](https://cloud.google.com/healthcare-api) - [Device Connect for FitbitGain a 360-degree patient view with connected Fitbit data on Google Cloud.](https://cloud.google.com/device-connect) - [Telecom Network AutomationReady to use cloud-native automation for telecom networks.](https://cloud.google.com/telecom-network-automation) - [Telecom Data FabricTelecom data management and analytics with an automated approach.](https://cloud.google.com/telecom-data-fabric) - [Telecom Subscriber InsightsIngests data to improve subscriber acquisition and retention.](https://cloud.google.com/telecom-subscriber-insights) - [Spectrum Access System (SAS)Controls fundamental access to the Citizens Broadband Radio Service (CBRS).](https://cloud.google.com/products/spectrum-access-system) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Integration Services](https://cloud.google.com/integration-services) - [Application IntegrationConnect to 3rd party apps and enable data consistency without code.](https://cloud.google.com/application-integration) - [WorkflowsWorkflow orchestration for serverless products and API services.](https://cloud.google.com/workflows) - [Apigee API ManagementManage the full life cycle of APIs anywhere with visibility and control.](https://cloud.google.com/apigee) - [Cloud TasksTask management service for asynchronous task execution.](https://cloud.google.com/tasks/docs) - [Cloud SchedulerCron job scheduler for task automation and management.](https://cloud.google.com/scheduler/docs) - [DataprocService for running Apache Spark and Apache Hadoop clusters.](https://cloud.google.com/dataproc) - [Cloud Data FusionData integration for building and managing data pipelines.](https://cloud.google.com/data-fusion) - [Cloud ComposerWorkflow orchestration service built on Apache Airflow.](https://cloud.google.com/composer) - [Pub/SubMessaging service for event ingestion and delivery.](https://cloud.google.com/pubsub) - [EventarcBuild an event-driven architecture that can connect any service.](https://cloud.google.com/eventarc/docs) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Management Tools](https://cloud.google.com/products/management) - [Cloud ShellInteractive shell environment with a built-in command line.](https://cloud.google.com/shell/docs) - [Cloud consoleWeb-based interface for managing and monitoring cloud apps.](https://cloud.google.com/cloud-console) - [Cloud EndpointsDeployment and development management for APIs on Google Cloud.](https://cloud.google.com/endpoints/docs) - [Cloud IAMPermissions management system for Google Cloud resources.](https://cloud.google.com/security/products/iam) - [Cloud APIsProgrammatic interfaces for Google Cloud services.](https://cloud.google.com/apis) - [Service CatalogService catalog for admins managing internal enterprise solutions.](https://cloud.google.com/service-catalog/docs) - [Cost ManagementTools for monitoring, controlling, and optimizing your costs.](https://cloud.google.com/cost-management) - [ObservabilityMonitoring, logging, and application performance suite.](https://cloud.google.com/products/observability) - [Carbon FootprintDashboard to view and export Google Cloud carbon emissions reports.](https://cloud.google.com/carbon-footprint) - [Config ConnectorKubernetes add-on for managing Google Cloud resources.](https://cloud.google.com/config-connector/docs/overview) - [Active AssistTools for easily managing performance, security, and cost.](https://cloud.google.com/solutions/active-assist) - Not seeing what you're looking for? - [See all management tools](https://cloud.google.com/products?pds=CAY#managment-tools) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Maps and Geospatial](https://cloud.google.com/solutions/geospatial) - [Earth EngineGeospatial platform for Earth observation data and analysis.](https://cloud.google.com/earth-engine) - [Google Maps PlatformCreate immersive location experiences and improve business operations.](https://mapsplatform.google.com/) - Media Services - [Cloud CDNContent delivery network for serving web and video content.](https://cloud.google.com/cdn) - [Live Stream APIService to convert live video and package for streaming.](https://cloud.google.com/livestream/docs) - [OpenCueOpen source render manager for visual effects and animation.](https://www.opencue.io/docs/getting-started/) - [Transcoder APIConvert video files and package them for optimized delivery.](https://cloud.google.com/transcoder/docs) - [Video Stitcher APIService for dynamic or server side ad insertion.](https://cloud.google.com/video-stitcher/docs) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Migration](https://cloud.google.com/products/cloud-migration) - [Migration CenterUnified platform for migrating and modernizing with Google Cloud.](https://cloud.google.com/migration-center/docs) - [Application MigrationApp migration to the cloud for low-cost refresh cycles.](https://cloud.google.com/solutions/application-migration) - [Migrate to Virtual MachinesComponents for migrating VMs and physical servers to Compute Engine.](https://cloud.google.com/products/cloud-migration/virtual-machines) - [Cloud Foundation ToolkitReference templates for Deployment Manager and Terraform.](https://cloud.google.com/docs/terraform/blueprints/terraform-blueprints) - [Database Migration ServiceServerless, minimal downtime migrations to Cloud SQL.](https://cloud.google.com/database-migration) - [Migrate to ContainersComponents for migrating VMs into system containers on GKE.](https://cloud.google.com/products/cloud-migration/containers) - [BigQuery Migration ServicesStreamlined data warehouse and data lake migration tooling and incentives.](https://cloud.google.com/solutions/data-migration) - [Rapid Migration and Modernization ProgramEnd-to-end migration program to simplify your path to the cloud.](https://cloud.google.com/solutions/cloud-migration-program) - [Transfer ApplianceStorage server for moving large volumes of data to Google Cloud.](https://cloud.google.com/transfer-appliance/docs/4.0/overview) - [Storage Transfer ServiceData transfers from online and on-premises sources to Cloud Storage.](https://cloud.google.com/storage-transfer-service) - [VMware EngineMigrate and run your VMware workloads natively on Google Cloud.](https://cloud.google.com/vmware-engine) - Mixed Reality - [Immersive Stream for XRHosts, renders, and streams 3D and XR experiences.](https://cloud.google.com/immersive-stream/xr) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Networking](https://cloud.google.com/products/networking) - [Cloud ArmorSecurity policies and defense against web and DDoS attacks.](https://cloud.google.com/security/products/armor) - [Cloud CDN and Media CDNContent delivery network for serving web and video content.](https://cloud.google.com/cdn) - [Cloud DNSDomain name system for reliable and low-latency name lookups.](https://cloud.google.com/dns) - [Cloud Load BalancingService for distributing traffic across applications and regions.](https://cloud.google.com/load-balancing) - [Cloud NATNAT service for giving private instances internet access.](https://cloud.google.com/nat) - [Cloud ConnectivityConnectivity options for VPN, peering, and enterprise needs.](https://cloud.google.com/hybrid-connectivity) - [Network Connectivity CenterConnectivity management to help simplify and scale networks.](https://cloud.google.com/network-connectivity-center) - [Network Intelligence CenterNetwork monitoring, verification, and optimization platform.](https://cloud.google.com/network-intelligence-center) - [Network Service TiersCloud network options based on performance, availability, and cost.](https://cloud.google.com/network-tiers) - [Virtual Private CloudSingle VPC for an entire organization, isolated within projects.](https://cloud.google.com/vpc) - [Private Service ConnectSecure connection between your VPC and services.](https://cloud.google.com/private-service-connect) - Not seeing what you're looking for? - [See all networking products](https://cloud.google.com/products?pds=CAUSAQ0#networking) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Operations](https://cloud.google.com/products/operations) - [Cloud LoggingGoogle Cloud audit, platform, and application logs management.](https://cloud.google.com/logging) - [Cloud MonitoringInfrastructure and application health with rich metrics.](https://cloud.google.com/monitoring) - [Error ReportingApplication error identification and analysis.](https://cloud.google.com/error-reporting/docs/grouping-errors) - [Managed Service for PrometheusFully-managed Prometheus on Google Cloud.](https://cloud.google.com/managed-prometheus) - [Cloud TraceTracing system collecting latency data from applications.](https://cloud.google.com/trace/docs) - [Cloud ProfilerCPU and heap profiler for analyzing application performance.](https://cloud.google.com/profiler/docs) - [Cloud QuotasManage quotas for all Google Cloud services.](https://cloud.google.com/docs/quotas) - Productivity and Collaboration - [AppSheetNo-code development platform to build and extend applications.](https://about.appsheet.com/home/) - [Gemini EnterpriseSecure platform to discover, create, run, and govern AI agents.](https://cloud.google.com/gemini-enterprise) - [Google WorkspaceCollaboration and productivity tools for individuals and organizations.](https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect/) - [Google Workspace EssentialsSecure video meetings and modern collaboration for teams.](https://workspace.google.com/essentials/) - [Cloud IdentityUnified platform for IT admins to manage user devices and apps.](https://cloud.google.com/identity) - [Chrome EnterpriseChromeOS, Chrome browser, and Chrome devices built for business.](https://chromeenterprise.google/) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Security and Identity](https://cloud.google.com/products/security-and-identity) - [Cloud IAMPermissions management system for Google Cloud resources.](https://cloud.google.com/security/products/iam) - [Sensitive Data ProtectionDiscover, classify, and protect your valuable data assets.](https://cloud.google.com/security/products/sensitive-data-protection) - [Mandiant Managed DefenseFind and eliminate threats with confidence 24x7.](https://cloud.google.com/security/products/managed-defense) - [Google Threat IntelligenceKnow who’s targeting you.](https://cloud.google.com/security/products/threat-intelligence) - [Security Command CenterPlatform for defending against threats to your Google Cloud assets.](https://cloud.google.com/security/products/security-command-center) - [Cloud Key ManagementManage encryption keys on Google Cloud.](https://cloud.google.com/security/products/security-key-management) - [Mandiant Incident ResponseMinimize the impact of a breach.](https://cloud.google.com/security/consulting/mandiant-incident-response-services) - [Chrome Enterprise PremiumGet secure enterprise browsing with extensive endpoint visibility.](https://docs.cloud.google.com/chrome-enterprise-premium/) - [Assured WorkloadsCompliance and security controls for sensitive workloads.](https://cloud.google.com/security/products/assured-workloads) - [Google Security OperationsDetect, investigate, and respond to cyber threats.](https://cloud.google.com/security/products/security-operations) - [Mandiant ConsultingGet expert guidance before, during, and after an incident.](https://cloud.google.com/security/consulting/mandiant-services) - Not seeing what you're looking for? - [See all security and identity products](https://cloud.google.com/products?pds=CAg#security-and-identity) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Serverless](https://cloud.google.com/serverless) - [Cloud RunFully managed environment for running containerized apps.](https://cloud.google.com/run) - [Cloud FunctionsPlatform for creating functions that respond to cloud events.](https://cloud.google.com/functions) - [App EngineServerless application platform for apps and back ends.](https://cloud.google.com/appengine) - [WorkflowsWorkflow orchestration for serverless products and API services.](https://cloud.google.com/workflows) - [API GatewayDevelop, deploy, secure, and manage APIs with a fully managed gateway.](https://cloud.google.com/api-gateway/docs) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Storage](https://cloud.google.com/products/storage) - [Cloud StorageObject storage that’s secure, durable, and scalable.](https://cloud.google.com/storage) - [Block StorageHigh-performance storage for AI, analytics, databases, and enterprise applications.](https://cloud.google.com/products/block-storage) - [FilestoreFile storage that is highly scalable and secure.](https://cloud.google.com/filestore) - [Persistent DiskBlock storage for virtual machine instances running on Google Cloud.](https://cloud.google.com/persistent-disk) - [Cloud Storage for FirebaseObject storage for storing and serving user-generated content.](https://firebase.google.com/products/storage) - [Local SSDBlock storage that is locally attached for high-performance needs.](https://cloud.google.com/products/local-ssd) - [Storage Transfer ServiceData transfers from online and on-premises sources to Cloud Storage.](https://cloud.google.com/storage-transfer-service) - [Google Cloud Managed LustreHigh performance managed parallel file service.](https://cloud.google.com/products/managed-lustre) - [Google Cloud NetApp VolumesFile storage service for NFS, SMB, and multi-protocol environments.](https://cloud.google.com/netapp-volumes) - [Backup and DR ServiceService for centralized, application-consistent data protection.](https://cloud.google.com/backup-disaster-recovery) - [![](https://www.gstatic.com/cloud/images/navigation/forward.svg)Web3](https://cloud.google.com/web3) - [Blockchain Node EngineFully managed node hosting for developing on the blockchain.](https://cloud.google.com/blockchain-node-engine) - [Blockchain RPCEnterprise-grade RPC for building on the blockchain.](https://cloud.google.com/products/blockchain-rpc) close - Save money with our transparent approach to pricing - Google Cloud's pay-as-you-go pricing offers automatic savings based on monthly usage and discounted rates for prepaid resources. Contact us today to get a quote. - [Request a quote](https://cloud.google.com/contact/form?direct=true) - Pricing overview and tools - [Google Cloud pricingPay only for what you use with no lock-in.](https://cloud.google.com/pricing) - [Pricing calculatorCalculate your cloud savings.](https://cloud.google.com/products/calculator) - [Google Cloud free tierExplore products with free monthly usage.](https://cloud.google.com/free) - [Cost optimization frameworkGet best practices to optimize workload costs.](https://cloud.google.com/architecture/framework/cost-optimization) - [Cost management toolsTools to monitor and control your costs.](https://cloud.google.com/cost-management) - Product-specific Pricing - [Compute Engine](https://cloud.google.com/compute/all-pricing) - [Cloud SQL](https://cloud.google.com/sql/pricing) - [Google Kubernetes Engine](https://cloud.google.com/kubernetes-engine/pricing) - [Cloud Storage](https://cloud.google.com/storage/pricing) - [BigQuery](https://cloud.google.com/bigquery/pricing) - [See full price list with 100+ products](https://cloud.google.com/pricing/list) close - Learn & build - [Google Cloud Free Program\$300 in free credits and 20+ free products.](https://cloud.google.com/free) - [Solution GeneratorGet AI generated solution recommendations.](https://cloud.google.com/solution-generator) - [QuickstartsGet tutorials and walkthroughs.](https://cloud.google.com/docs/tutorials?doctype=quickstart) - [BlogRead our latest product news and stories.](https://cloud.google.com/blog) - [Learning HubGrow your career with role-based training.](https://cloud.google.com/learn) - [Google Cloud certificationPrepare and register for certifications.](https://cloud.google.com/certification) - [Cloud computing basicsLearn more about cloud computing basics.](https://cloud.google.com/discover) - [Cloud Architecture CenterGet reference architectures and best practices.](https://cloud.google.com/architecture) - Connect - [InnovatorsJoin Google Cloud's developer program.](https://cloud.google.com/innovators/innovatorsplus) - [Developer CenterStay in the know and stay connected.](https://cloud.google.com/developers) - [Events and webinarsBrowse upcoming and on demand events.](https://cloud.google.com/events) - [Google Cloud CommunityAsk questions, find answers, and connect.](https://discuss.google.dev/c/google-cloud/14) - Consulting and Partners - [Google Cloud ConsultingWork with our experts on cloud projects.](https://cloud.google.com/consulting) - [Google Cloud MarketplaceDeploy ready-to-go solutions in a few clicks.](https://cloud.google.com/marketplace) - [Find a partnerExplore the benefits of working with a partner.](https://cloud.google.com/partners) - [Google Cloud partnersLearn about the ecosystem and resources.](https://partners.cloud.google.com/) close [![Google Cloud](https://www.gstatic.com/cgc/google-cloud-logo.svg)](https://cloud.google.com/) - [Overview](https://cloud.google.com/why-google-cloud) - arrow\_forward - [Solutions](https://cloud.google.com/solutions) - arrow\_forward - [Products](https://cloud.google.com/products) - arrow\_forward - [Pricing](https://cloud.google.com/pricing) - arrow\_forward - [Resources](https://cloud.google.com/docs/get-started) - arrow\_forward - [Docs](https://cloud.google.com/docs) - [Support](https://cloud.google.com/support-hub) - [Console](https://console.cloud.google.com/) - Accelerate your digital transformation - [Learn more](https://cloud.google.com/transform) - Key benefits - [Why Google Cloud](https://cloud.google.com/why-google-cloud) - [AI and ML](https://cloud.google.com/ai) - [Multicloud](https://cloud.google.com/multicloud) - [Global infrastructure](https://cloud.google.com/infrastructure) - [Data Cloud](https://cloud.google.com/data-cloud) - [Modern Infrastructure Cloud](https://cloud.google.com/solutions/modern-infrastructure) - [Security](https://cloud.google.com/security) - [Productivity and collaboration](https://workspace.google.com/) - Reports and insights - [Executive insights](https://cloud.google.com/executive-insights) - [Analyst reports](https://cloud.google.com/analyst-reports) - [Whitepapers](https://cloud.google.com/whitepapers) - [Customer stories](https://cloud.google.com/customers) - [Industry Solutions](https://cloud.google.com/solutions#industry-solutions) - [Retail](https://cloud.google.com/solutions/retail) - [Consumer Packaged Goods](https://cloud.google.com/solutions/cpg) - [Financial Services](https://cloud.google.com/solutions/financial-services) - [Healthcare and Life Sciences](https://cloud.google.com/solutions/healthcare-life-sciences) - [Media and Entertainment](https://cloud.google.com/solutions/media-entertainment) - [Telecommunications](https://cloud.google.com/solutions/telecommunications) - [Games](https://cloud.google.com/solutions/games) - [Manufacturing](https://cloud.google.com/solutions/manufacturing) - [Supply Chain and Logistics](https://cloud.google.com/solutions/supply-chain-logistics) - [Government](https://cloud.google.com/gov) - [Education](https://cloud.google.com/edu/higher-education) - [See all industry solutions](https://cloud.google.com/solutions#industry-solutions) - [See all solutions](https://cloud.google.com/solutions) - [Application Modernization](https://cloud.google.com/solutions/camp) - [CAMP](https://cloud.google.com/solutions/camp) - [Modernize Traditional Applications](https://cloud.google.com/solutions/modernize-traditional-applications) - [Migrate from PaaS: Cloud Foundry, Openshift](https://cloud.google.com/solutions/migrate-from-paas) - [Migrate from Mainframe](https://cloud.google.com/solutions/mainframe-modernization) - [Modernize Software Delivery](https://cloud.google.com/solutions/software-delivery) - [DevOps Best Practices](https://cloud.google.com/devops) - [SRE Principles](https://cloud.google.com/sre) - [Platform Engineering](https://cloud.google.com/solutions/platform-engineering) - [Run Applications at the Edge](https://cloud.google.com/solutions/modernize-with-edge) - [Architect for Multicloud](https://cloud.google.com/solutions/architect-multicloud) - [Go Serverless](https://cloud.google.com/solutions/serverless) - [Artificial Intelligence](https://cloud.google.com/solutions/ai) - [Customer Engagement Suite with Google AI](https://cloud.google.com/solutions/customer-engagement-ai) - [Document AI](https://cloud.google.com/document-ai) - [Vertex AI Search for commerce](https://cloud.google.com/solutions/retail-product-discovery) - [Google Cloud with Gemini](https://cloud.google.com/ai/gemini) - [Generative AI on Google Cloud](https://cloud.google.com/use-cases/generative-ai) - [APIs and Applications](https://cloud.google.com/solutions/apis-and-applications) - [New Business Channels Using APIs](https://cloud.google.com/solutions/new-channels-using-apis) - [Unlocking Legacy Applications Using APIs](https://cloud.google.com/solutions/unlocking-legacy-applications) - [Open Banking APIx](https://cloud.google.com/solutions/open-banking-apix) - [Data Analytics](https://cloud.google.com/solutions/data-analytics-and-ai) - [Data Migration](https://cloud.google.com/solutions/data-migration) - [Data Lakehouse](https://cloud.google.com/solutions/data-lakehouse) - [Real-time Analytics](https://cloud.google.com/solutions/stream-analytics) - [Marketing Analytics](https://cloud.google.com/solutions/marketing-analytics) - [Datasets](https://cloud.google.com/datasets) - [Business Intelligence](https://cloud.google.com/solutions/business-intelligence) - [AI for Data Analytics](https://cloud.google.com/use-cases/ai-data-analytics) - [Geospatial Analytics](https://cloud.google.com/solutions/geospatial) - [Databases](https://cloud.google.com/solutions/databases) - [Database Migration](https://cloud.google.com/solutions/database-migration) - [Database Modernization](https://cloud.google.com/solutions/database-modernization) - [Databases for Games](https://cloud.google.com/solutions/databases/games) - [Google Cloud Databases](https://cloud.google.com/products/databases) - [Migrate Oracle workloads to Google Cloud](https://cloud.google.com/solutions/oracle) - [Open Source Databases](https://cloud.google.com/solutions/open-source-databases) - [SQL Server on Google Cloud](https://cloud.google.com/sql-server) - [Gemini for Databases](https://cloud.google.com/products/gemini/databases) - [Infrastructure Modernization](https://cloud.google.com/solutions/infrastructure-modernization) - [Application Migration](https://cloud.google.com/solutions/application-migration) - [SAP on Google Cloud](https://cloud.google.com/solutions/sap) - [High Performance Computing](https://cloud.google.com/solutions/hpc) - [Windows on Google Cloud](https://cloud.google.com/windows) - [Data Center Migration](https://cloud.google.com/solutions/data-center-migration) - [Active Assist](https://cloud.google.com/solutions/active-assist) - [Virtual Desktops](https://cloud.google.com/solutions/virtual-desktops) - [Rapid Migration and Modernization Program](https://cloud.google.com/solutions/cloud-migration-program) - [Backup and Disaster Recovery](https://cloud.google.com/solutions/backup-dr) - [Red Hat on Google Cloud](https://cloud.google.com/solutions/redhat) - [Cross-Cloud Network](https://cloud.google.com/solutions/cross-cloud-network) - [Observability](https://cloud.google.com/solutions/observability) - [Productivity and Collaboration](https://workspace.google.com/enterprise/) - [Google Workspace](https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect) - [Google Workspace Essentials](https://workspace.google.com/essentials/) - [Cloud Identity](https://cloud.google.com/identity) - [Chrome Enterprise](https://chromeenterprise.google/) - [Security](https://cloud.google.com/solutions/security) - [Agentic SOC](https://cloud.google.com/solutions/agentic-soc) - [Web App and API Protection](https://cloud.google.com/security/solutions/web-app-and-api-protection) - [Security and Resilience Framework](https://cloud.google.com/security/solutions/security-and-resilience) - [Risk and compliance as code (RCaC)](https://cloud.google.com/solutions/risk-and-compliance-as-code) - [Software Supply Chain Security](https://cloud.google.com/security/solutions/software-supply-chain-security) - [Security Foundation](https://cloud.google.com/security/solutions/security-foundation) - [Google Cloud Cybershield™](https://cloud.google.com/security/solutions/secops-cybershield) - [Startups and SMB](https://cloud.google.com/solutions#section-13) - [Startup Program](https://cloud.google.com/startup) - [Small and Medium Business](https://cloud.google.com/solutions/smb) - [Software as a Service](https://cloud.google.com/saas) - Featured Products - [Compute Engine](https://cloud.google.com/products/compute) - [Cloud Storage](https://cloud.google.com/storage) - [BigQuery](https://cloud.google.com/bigquery) - [Cloud Run](https://cloud.google.com/run) - [Google Kubernetes Engine](https://cloud.google.com/kubernetes-engine) - [Vertex AI](https://cloud.google.com/vertex-ai) - [Looker](https://cloud.google.com/looker) - [Apigee API Management](https://cloud.google.com/apigee) - [Cloud SQL](https://cloud.google.com/sql) - [Gemini Enterprise](https://cloud.google.com/gemini-enterprise) - [Cloud CDN](https://cloud.google.com/cdn) - [See all products (100+)](https://cloud.google.com/products#featured-products) - 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Readable Markdown	## Turn speech into text using Google AI Convert audio into text transcriptions and integrate speech recognition into applications with easy-to-use APIs. New customers also get up to \$300 in free credits to try Speech-to-Text and other Google Cloud products. Features Advanced speech AI Speech-to-Text can utilize [Chirp 3](https://docs.cloud.google.com/speech-to-text/docs/models/chirp-3), Google Cloud’s foundation model for speech trained on millions of hours of audio data and billions of text sentences. This contrasts with traditional speech recognition techniques that focus on large amounts of language-specific supervised data. These techniques give users improved [recognition and transcription](https://docs.cloud.google.com/speech-to-text/docs/models/chirp-3) for more spoken languages and accents. Support for 85+ languages and variants Build for a global user base with [extensive language support](https://docs.cloud.google.com/speech-to-text/docs/speech-to-text-supported-languages). Transcribe short, long, and even streaming audio data. Speech-to-Text also offers users more accurate and [globe-spanning deployments for transcription with Chirp 3](https://docs.cloud.google.com/speech-to-text/docs/models/chirp-3), the next generation of universal speech models. Chirp 3: Transcription was built using self-supervised training on millions of hours of audio and 28 billion sentences of text spanning 100+ languages. Streaming speech recognition Receive real-time speech recognition results as the API processes the audio input streamed from your application’s microphone or sent from a prerecorded audio file (inline or through Cloud Storage). AI-powered speech recognition and transcription Speech-to-Text uses [model adaptation](https://docs.cloud.google.com/speech-to-text/docs/models/chirp-3#improve_accuracy_with_model_adaptation) to improve the accuracy of frequently used words, expand the vocabulary available for transcription, and improve transcription from noisy audio. Model adaptation lets users customize Speech-to-Text to recognize specific words or phrases more frequently than other options that might otherwise be suggested. For example, you could bias Speech-to-Text towards transcribing "weather" over "whether." Out-of-the-box regulatory and security compliance Speech-to-Text API v2 gives enterprise and business customers added security and regulatory requirements out of the box. [Data residency](https://docs.cloud.google.com/speech-to-text/docs/locations) enables the invocation of transcription models through a fully regionalized service that taps into Google Cloud regions like Singapore and Belgium. Logs for resource generation and transcription are made easily available in the Google Cloud console. And Speech-to-Text API v2 offers enterprise-grade encryption with [customer-managed encryption keys](https://docs.cloud.google.com/kms/docs/cmek) for all resources as well as batch transcription. Speech adaptation Customize speech recognition to transcribe domain-specific terms and rare words by providing hints and [boost](https://docs.cloud.google.com/speech-to-text/docs/adaptation-model) your transcription accuracy of specific words or phrases. Automatically convert spoken numbers into addresses, years, currencies, and more using [classes](https://docs.cloud.google.com/speech-to-text/docs/class-tokens). Speech-to-Text On-Prem Have full control over your infrastructure and protected speech data while leveraging Google’s speech recognition technology [on-premises](https://docs.cloud.google.com/speech-to-text/priv), right in your own private data centers. [Contact sales](https://cloud.google.com/contact) to get started. Multichannel recognition Speech-to-Text can recognize distinct channels in multichannel situations (for example, video conference) and annotate the transcripts to preserve the order. Noise robustness Speech-to-Text can handle noisy audio from many environments without requiring additional noise cancellation. Domain-specific models Choose from a [selection of trained models](https://docs.cloud.google.com/speech-to-text/docs/overview#select-model) for voice control and phone call and video transcription optimized for domain-specific quality requirements. For example, our enhanced phone call model is tuned for audio originated from telephony, such as phone calls recorded at an 8khz sampling rate. Content filtering Profanity filter helps you detect inappropriate or unprofessional content in your audio data and filter out profane words in text results. Transcription evaluation Upload your own voice data and have it transcribed with no code. Evaluate quality by iterating on your configuration. Automatic punctuation (beta) Speech-to-Text accurately punctuates transcriptions, such as by providing commas, question marks, and periods. Speaker diarization Know who said what by receiving automatic predictions about which of the speakers in a conversation spoke each utterance. Compare Speech-to-Text Chirp model in API and Vertex AI Studio \| Product \| What is it \| Best for \| Key features \| \|---\|---\|---\|---\| \| Chirp 3: Transcription in Vertex AI \| A simple to use no code, web-based, graphical user interface. \| Rapidly test audio files, quickly prototype, create audio transcription, upload audio or recordings directly into a web browser. \| \-Enhanced multilingual language detection and transcription \-Supports transcription in 85+ languages and variants \-Supports speaker diarization and model adaptation \-Automatic speech recognition, transcribing audio into text \-Multilingual language detection and transcription \| \| Chirp 3: Transcription on Speech-to-Text V2 API \| An API that is the next generation of Google's universal Speech-to-Text model, unifying data from multiple languages. \| Building scalable, Enterprise-grade applications. Easy transcription integration into existing software. \| \-Enhanced multilingual language detection and transcription \-Supports transcription in 85+ languages and variants \-Supports speaker diarization and model adaptation \-Automatic speech recognition, transcribing audio into text \-Multilingual language detection and transcription \| Chirp 3: Transcription in Vertex AI What is it A simple to use no code, web-based, graphical user interface. Best for Rapidly test audio files, quickly prototype, create audio transcription, upload audio or recordings directly into a web browser. Key features \-Enhanced multilingual language detection and transcription \-Supports transcription in 85+ languages and variants \-Supports speaker diarization and model adaptation \-Automatic speech recognition, transcribing audio into text \-Multilingual language detection and transcription Chirp 3: Transcription on Speech-to-Text V2 API What is it An API that is the next generation of Google's universal Speech-to-Text model, unifying data from multiple languages. Best for Building scalable, Enterprise-grade applications. Easy transcription integration into existing software. Key features \-Enhanced multilingual language detection and transcription \-Supports transcription in 85+ languages and variants \-Supports speaker diarization and model adaptation \-Automatic speech recognition, transcribing audio into text \-Multilingual language detection and transcription How It Works ### Speech-to-Text has three main methods to perform speech recognition: synchronous, asynchronous, and streaming. Each method returns text results based on if transcription is needed in post processing, periodically, or in real time. Simply put, you'll input audio data and then receive a text-based response. [![Add speech-to-text to app](https://www.gstatic.com/bricks/image/SHfryAf2t5aV3GO8NqU3peFueDRFGVY7cb6X1BMXHeR-STNRc7RWRYspPgOdDmPw0a2HOAET6Q0.png)](https://www.youtube.com/watch?v=yaDrWa1f-RI&t=130s) Learn how to add Speech-to-Text to your apps Demo ## Test out the Speech-to-Text API Quickly create audio transcription from a file upload or directly speaking into a mic. Common Uses ### Transcribe audio #### Tutorials, quickstarts, & labs ### Caption videos using AI #### Tutorials, quickstarts, & labs ### Add Speech-to-Text to apps #### Tutorials, quickstarts, & labs ## How to add Speech-to-Text to apps Learn how you can quickly and easily enable Speech-to-Text for your application with Google Cloud. This video covers how to add AI to your application without extensive machine learning model experience. Using the pretrained Speech-to-Text API you'll quickly and easily enable AI for your application. [![Advanced transcription powered by Google AI and API UI](https://www.gstatic.com/bricks/image/R9P5JqD4DFgwwMOCLsCf5CdG-QJIWYp0gJxiM-g5qbukm6dkIg2ZOr6GBuY1APhMgeyxz3MCkhXBuA.png)](https://cloud.google.com/) - [Add voice control to apps](https://www.skills.google/catalog?keywords=speech%20to%20text) ## How to add Speech-to-Text to apps Learn how you can quickly and easily enable Speech-to-Text for your application with Google Cloud. This video covers how to add AI to your application without extensive machine learning model experience. Using the pretrained Speech-to-Text API you'll quickly and easily enable AI for your application. [![Advanced transcription powered by Google AI and API UI](https://www.gstatic.com/bricks/image/R9P5JqD4DFgwwMOCLsCf5CdG-QJIWYp0gJxiM-g5qbukm6dkIg2ZOr6GBuY1APhMgeyxz3MCkhXBuA.png)](https://cloud.google.com/) - [Add voice control to apps](https://www.skills.google/catalog?keywords=speech%20to%20text) ### Translate audio into text #### Tutorials, quickstarts, & labs ## Language, speech, text, and translation with Google Cloud APIs [![Speech-to-Text course](https://www.gstatic.com/bricks/image/phKRhBnykO3LKLeSZET58A7bEpfAVwKo7BgRCwHdfnlyP7JSANqxpTgIPkNDb-MMBKC9YkALaXU.png)](https://cloud.google.com/) ## Language, speech, text, and translation with Google Cloud APIs [![Speech-to-Text course](https://www.gstatic.com/bricks/image/phKRhBnykO3LKLeSZET58A7bEpfAVwKo7BgRCwHdfnlyP7JSANqxpTgIPkNDb-MMBKC9YkALaXU.png)](https://cloud.google.com/) Generate a solution What problem are you trying to solve? What you'll get: Step-by-step guide Reference architecture Available pre-built solutions This service was built with [Vertex AI](https://cloud.google.com/vertex-ai). You must be 18 or older to use it. Do not enter sensitive, confidential, or personal info. Pricing \| How Speech-to-Text pricing works \| Speech-to-Text pricing is based on the API version, channels, batch methods, and any additional Google Cloud service costs like storage. \| \| \|---\|---\|---\| \| API version \| Service and capability \| Pricing \| \| Speech-to-Text V2 API \| V2 offers data residency for multi and single region deployments of Chirp 3. V2 does include audit logging and support for customer managed encryption keys. \| \$0.016per min \| How Speech-to-Text pricing works Speech-to-Text pricing is based on the API version, channels, batch methods, and any additional Google Cloud service costs like storage. Speech-to-Text V2 API Service and capability V2 offers data residency for multi and single region deployments of Chirp 3. V2 does include audit logging and support for customer managed encryption keys. Pricing \$0.016 per min ### Pricing calculator Estimate your monthly Speech-To-Text costs, including region specific pricing and fees. ### Custom quote Connect with our sales team to get a custom quote for your organization. ### Start your proof of concept ### New customers get up to \$300 in free credits to try Speech-to-Text and other Google Cloud products ### Have a large project? ![](https://www.gstatic.com/cgc/product-v3/proof-of-concept-blue.svg) ### Speech-to-Text On-Prem ![](https://www.gstatic.com/cgc/product-v3/proof-of-concept-yellow.svg) ### Speech-to-Text basics ![](https://www.gstatic.com/cgc/product-v3/proof-of-concept-green.svg) ### Speech-to-Text code samples
Shard	95 (laksa)
Root Hash	744624608793826895
Unparsed URL	com,google!cloud,/speech-to-text s443