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class="sc-ace17a57-0 sc-8a9179cd-0 fvbMGK"><img alt="AI Voice Generator" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="sc-ccbecc8e-8 glZbHi" style="color:transparent;object-fit:cover" src="https://www.datocms-assets.com/96965/1728060689-podcast.svg"/></div></div><span font-size="textSm" class="sc-b323b31-0 sc-ccbecc8e-15 fmcyDO fVdFLv">AI Voice Generator</span></div></a><a rel="" target="" class="sc-e69ac761-0 bkHGsI sc-ccbecc8e-11 kfYbEJ" href="/free-transcription"><div class="sc-ace17a57-0 ldePaW"><div width="28px" height="28px" class="sc-6293d692-0 sc-ccbecc8e-1 ipShUF uoMRC"><div width="100%" height="100%" class="sc-ace17a57-0 sc-8a9179cd-0 fvbMGK"><img alt="Transcription Tool" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="sc-ccbecc8e-8 glZbHi" style="color:transparent;object-fit:cover" src="https://www.datocms-assets.com/96965/1728060712-transcription.svg"/></div></div><span font-size="textSm" class="sc-b323b31-0 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If you do not explicitly include this parameter, it will be implicitly included by the system."}]}]}]}]},{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"Deepgram On-premises now supports the all-new “CloseStream” web socket message for closing your live audio streams. Please see the "},{"url":"https://deepgram.com/changelog/new-method-for-closing-streams/","type":"link","children":[{"type":"span","value":"New Methods for Closing Streams"}]},{"type":"span","value":" changelog post for more information, or refer to the API documentation for "},{"url":"https://developers.deepgram.com/api-reference/#transcription-streaming","type":"link","children":[{"type":"span","value":"Transcribing Live Streaming Audio"}]},{"type":"span","value":"."}]}]}]},{"type":"paragraph","children":[{"type":"span","value":"We welcome your feedback, please share it with us at "},{"url":"https://deepgram.com/feedback","meta":[{"id":"title","value":"https://deepgram.com/feedback"}],"type":"link","children":[{"type":"span","marks":["underline"],"value":"Product Feedback"}]},{"type":"span","value":"."}]}]}}}},{"__typename":"TemplateChangelogRecord","id":"118119355","internalName":"Configure Numeral Formatting in Real Time","title":"Configure Numeral Formatting in Real Time","category":["speech-to-text"],"slug":"configure-numeral-formatting-in-real-time","author":{"__typename":"EntityPersonRecord","id":"99585642","name":"Shir Goldberg","slug":"shir-goldberg","externalLink":"","headshot":{"__typename":"FileField","id":"40619082","title":null,"filename":"profile_pic_square_gtwwwi.png","size":52888,"alt":null,"url":"https://www.datocms-assets.com/96965/1680722506-profile_pic_square_gtwwwi.png","width":320,"height":320},"role":"Product Manager","personCategory":"deepgram_team","twitch":"","twitter":"","linkedin":"https://www.linkedin.com/in/shir-goldberg/","github":"https://github.com/shirgoldbird","bio":{"__typename":"EntityPersonModelBioField","blocks":[],"links":[],"value":{"schema":"dast","document":{"type":"root","children":[{"type":"paragraph","children":[{"type":"span","value":"Shir Goldberg is a product manager at Deepgram who’s passionate about building delightful, easy-to-use technical products."}]}]}}},"company":null},"publishDate":"2022-10-27","body":{"__typename":"TemplateChangelogModelBodyField","blocks":[],"links":[],"value":{"schema":"dast","document":{"type":"root","children":[{"type":"paragraph","children":[{"type":"span","value":"\nDeepgram’s real-time API has been updated for enhanced usability."}]},{"type":"paragraph","children":[{"type":"span","value":"In addition to enabling "},{"url":"https://developers.deepgram.com/documentation/features/numerals/","type":"link","children":[{"type":"span","value":"numeral formatting"}]},{"type":"span","value":" at the start of a stream via query parameter, numeral formatting can now be turned on and off at any point in an audio stream by sending a JSON "},{"type":"span","marks":["code"],"value":"Configure"},{"type":"span","value":" message."}]},{"type":"paragraph","children":[{"type":"span","value":"Here’s an example of sending a configuration message in Javascript:"}]},{"code":"socket.send(JSON.stringify({\n \"type\": \"Configure\",\n \"features\": {\n \"numerals\": false\n }\n}))","type":"code","language":"js"},{"type":"paragraph","children":[{"type":"span","value":"And an example in Python:"}]},{"code":"await ws.send(json.dumps({\n \"type\": \"Configure\",\n \"features\": {\n \"numerals\": True\n }\n}))","type":"code","language":"python"},{"type":"paragraph","children":[{"type":"span","value":"To enable numeral formatting, specify "},{"type":"span","marks":["code"],"value":"numerals: true"},{"type":"span","value":"; to disable it, specify "},{"type":"span","marks":["code"],"value":"numerals: false"},{"type":"span","value":". 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"}]}]}}}},{"__typename":"TemplateChangelogRecord","id":"118120332","internalName":"Updates to the New Diarizer","title":"Updates to the New Diarizer","category":["speech-to-text"],"slug":"updates-to-the-new-diarizer","author":{"__typename":"EntityPersonRecord","id":"99585611","name":"Pankaj Trivedi","slug":"pankaj-trivedi","externalLink":"","headshot":{"__typename":"FileField","id":"40619072","title":null,"filename":"pankaj-trivedi_er9wrb.jpg","size":9918,"alt":null,"url":"https://www.datocms-assets.com/96965/1680722287-pankaj-trivedi_er9wrb.jpg","width":320,"height":320},"role":"Product Management","personCategory":"deepgram_team","twitch":"","twitter":"","linkedin":"","github":"","bio":{"__typename":"EntityPersonModelBioField","blocks":[],"links":[],"value":{"schema":"dast","document":{"type":"root","children":[{"type":"paragraph","children":[{"type":"span","value":"All things Speech Understanding."}]}]}}},"company":null},"publishDate":"2022-10-27","body":{"__typename":"TemplateChangelogModelBodyField","blocks":[],"links":[],"value":{"schema":"dast","document":{"type":"root","children":[{"type":"paragraph","children":[{"type":"span","value":"We’ve made a change in our recently released Diarizer that may affect you. 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Your API requests with diarization will return results as expected."}]},{"type":"list","style":"bulleted","children":[{"type":"listItem","children":[{"type":"paragraph","children":[{"url":"https://api.deepgram.com/v1/listen?diarize=true","type":"link","children":[{"type":"span","value":"https://api.deepgram.com/v1/listen?diarize=true"}]}]}]}]}]}]},{"type":"heading","level":2,"children":[{"type":"span","value":"Who isn’t impacted by this change"}]},{"type":"list","style":"bulleted","children":[{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"Users processing audio with diarization (diarize=true) and a duration of less than 3 hours."}]}]},{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"On-prem customers."}]}]}]},{"type":"paragraph","children":[{"type":"span","value":"Our customer "},{"url":"mailto:support@deepgram.com","meta":[{"id":"target","value":"_blank"}],"type":"link","children":[{"type":"span","value":"support"}]},{"type":"span","value":" team is always available to work with you on any issues you may see with our latest version of the diarizer."}]}]}}}},{"__typename":"TemplateChangelogRecord","id":"118120350","internalName":"New Method for Closing Streams","title":"New Method for Closing Streams","category":["speech-to-text"],"slug":"new-method-for-closing-streams","author":{"__typename":"EntityPersonRecord","id":"99585642","name":"Shir Goldberg","slug":"shir-goldberg","externalLink":"","headshot":{"__typename":"FileField","id":"40619082","title":null,"filename":"profile_pic_square_gtwwwi.png","size":52888,"alt":null,"url":"https://www.datocms-assets.com/96965/1680722506-profile_pic_square_gtwwwi.png","width":320,"height":320},"role":"Product Manager","personCategory":"deepgram_team","twitch":"","twitter":"","linkedin":"https://www.linkedin.com/in/shir-goldberg/","github":"https://github.com/shirgoldbird","bio":{"__typename":"EntityPersonModelBioField","blocks":[],"links":[],"value":{"schema":"dast","document":{"type":"root","children":[{"type":"paragraph","children":[{"type":"span","value":"Shir Goldberg is a product manager at Deepgram who’s passionate about building delightful, easy-to-use technical products."}]}]}}},"company":null},"publishDate":"2022-10-17","body":{"__typename":"TemplateChangelogModelBodyField","blocks":[],"links":[],"value":{"schema":"dast","document":{"type":"root","children":[{"type":"paragraph","children":[{"type":"span","value":"Deepgram’s real-time API has been updated for enhanced usability."}]},{"type":"paragraph","children":[{"type":"span","value":"Streaming connections should now be closed by sending the JSON message "},{"type":"span","marks":["code"],"value":"{ \"type\": \"CloseStream\" }"},{"type":"span","value":" . Previously, streaming connections were closed by sending an empty byte."}]},{"type":"paragraph","children":[{"type":"span","value":"Here’s an example of sending a CloseStream message in Javascript:"}]},{"code":"socket.send(JSON.stringify({\n \"type\": \"CloseStream\"\n}))","type":"code","language":"javascript"},{"type":"paragraph","children":[{"type":"span","value":"And an example in Python:"}]},{"code":"await ws.send(json.dumps({\n \"type\": \"CloseStream\"\n}))","type":"code","language":"python"},{"type":"paragraph","children":[{"type":"span","value":"In the future, we will deprecate the ability to close the connection with an empty byte. We recommend customers using our API move to using the CloseStream method to avoid potential disruptions. 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"}]},{"type":"paragraph","children":[{"type":"span","value":"Before using the new Model in production, we recommend testing it alongside your typical feature adds, like keywords. 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It provides a segment-level summary breakdown with start- and end-character positions, which customers can use to identify the start and end timestamps for each summarized section. "},{"type":"span","marks":["code"],"value":"summarize=true\u0026punctuate=true"}]},{"type":"list","style":"bulleted","children":[{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"This requires the addition of the following section to the "},{"type":"span","marks":["code"],"value":"api.toml"},{"type":"span","value":" file:"},{"type":"span","marks":["code"],"value":"[features]\n summarization = true"}]}]}]}]},{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"Language Detection enables users to identify the dominant language of an audio file and transcribe the output in the detected language. It does this by taking an initial sampling of the audio file. "},{"type":"span","marks":["code"],"value":"detect_language=true\u0026punctuate=true"}]},{"type":"list","style":"bulleted","children":[{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"This requires the addition of the following section to the "},{"type":"span","marks":["code"],"value":"engine.toml"},{"type":"span","value":" file:"},{"type":"span","marks":["code"],"value":"[features]\n language_detection = true"}]}]}]}]},{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"When you use these Understanding features, please note that the punctuate=true parameter is required as part of the ASR request. If you do not explicitly include this parameter, it will be implicitly included by the system."}]}]}]}]},{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"Deepgram On-premises deployments now support Deepgram Cloud’s /v1 endpoint schema."}]},{"type":"list","style":"bulleted","children":[{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"New on-prem configurations will default to using the /v1 endpoint schema."}]}]},{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"Legacy on-prem configurations may continue to use the /v2 endpoint schema although it is now deprecated."}]}]}]}]},{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"On startup, Engine will automatically enable "},{"url":"https://en.wikipedia.org/wiki/Half-precision_floating-point_format","type":"link","children":[{"type":"span","value":"half-precision floating-point format"}]},{"type":"span","value":" if it is supported by the NVIDIA GPU."}]},{"type":"list","style":"bulleted","children":[{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"If you encounter issues with the ASR output, we recommend turning this feature off as a troubleshooting step. This can be done by adding the state parameter to the "},{"type":"span","marks":["code"],"value":"engine.toml"},{"type":"span","value":" file:"},{"type":"span","marks":["code"],"value":"[half_precision]\n state = \"disabled\" # or \"enabled\" or \"auto\" (the default)"}]}]}]}]},{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"Engine will now return an explicit error message indicating if the model_manager search path is misconfigured."},{"type":"span","marks":["code"],"value":"Error: failure: Configuration contains inaccessible model search path(s)"}]}]},{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"Time duration values can now be specified in configuration files using a human-readable format such as “1h” to represent 1 hour, “2m” to represent 2 minutes, “60s” to represent 60 seconds, etc."}]}]},{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"The streaming connection timeout between API and Engine is now configurable via the streaming_timeout parameter in the "},{"type":"span","marks":["code"],"value":"api.toml"},{"type":"span","value":" file."},{"type":"span","marks":["code"],"value":"[[driver_pool.standard]]\n ...\n streaming_conn_timeout = \"60s\""}]}]}]},{"type":"paragraph","children":[{"type":"span","value":" "}]},{"type":"heading","level":3,"children":[{"type":"span","value":"Fixes"}]},{"type":"list","style":"bulleted","children":[{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"Resolves an issue where WebSocket callbacks were improperly shutdown, which prevented the WebSocket "},{"type":"span","marks":["emphasis"],"value":"Close"},{"type":"span","value":" frame from being issued in compliance with "},{"url":"https://www.rfc-editor.org/rfc/rfc6455","type":"link","children":[{"type":"span","value":"RFC 6455"}]},{"type":"span","value":" and may have resulted in partial transcription data loss in the WebSocket callback."}]}]}]},{"type":"paragraph","children":[{"type":"span","value":"We welcome your feedback, please share it with us at "},{"url":"https://deepgram.com/feedback","meta":[{"id":"title","value":"https://deepgram.com/feedback"}],"type":"link","children":[{"type":"span","marks":["underline"],"value":"Product Feedback"}]},{"type":"span","value":"."}]}]}}}},{"__typename":"TemplateChangelogRecord","id":"118232693","internalName":"New Enhanced Portuguese Model","title":"New Enhanced Portuguese Model","category":["speech-to-text"],"slug":"new-enhanced-portuguese-model","author":{"__typename":"EntityPersonRecord","id":"99585559","name":"Nick Martin","slug":"nick-martin","externalLink":"","headshot":{"__typename":"FileField","id":"52114374","title":null,"filename":"headshot-2-ep10.png","size":42460,"alt":null,"url":"https://www.datocms-assets.com/96965/1685996092-headshot-2-ep10.png","width":401,"height":401},"role":"Senior Technical Product Manager","personCategory":"deepgram_team","twitch":"","twitter":"","linkedin":"","github":"","bio":{"__typename":"EntityPersonModelBioField","blocks":[],"links":[],"value":{"schema":"dast","document":{"type":"root","children":[{"type":"paragraph","children":[{"type":"span","value":"Nick works closely with the Deepgram research team to bring world class language models to our customers."}]}]}}},"company":null},"publishDate":"2022-09-20","body":{"__typename":"TemplateChangelogModelBodyField","blocks":[],"links":[],"value":{"schema":"dast","document":{"type":"root","children":[{"type":"paragraph","children":[{"type":"span","value":"Deepgram is excited to announce expanding our newest, most powerful ASR model tier, Enhanced, to include Portuguese (Brazil and Portugal) to bring you the highest accuracy for Portuguese language support."}]},{"type":"paragraph","children":[{"type":"span","value":"For example, to call the Enhanced Portuguese Model, the URL query might look like"}]},{"type":"paragraph","children":[{"type":"span","marks":["emphasis"],"value":"https://api.deepgram.com/v1/listen?model=general\u0026tier=enhanced\u0026language=pt-BR\u0026punctuate=true"}]},{"type":"paragraph","children":[{"type":"span","value":"To learn more about the various parameters you can use to customize your transcriptions with Deepgram, check out the list of Deepgram’s"},{"url":"https://developers.deepgram.com/documentation/features/","type":"link","children":[{"type":"span","value":" features in our documentation"}]},{"type":"span","value":". "}]},{"type":"paragraph","children":[{"type":"span","value":"Before using the new Model in production, we recommend testing it alongside your typical feature adds, like keywords. 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"}]},{"type":"paragraph","children":[{"type":"span","value":"Deepgram’s speech recognition API, with Language Detection, can automatically detect the dominant language in an audio file and transcribe the output in the detected language."}]},{"type":"paragraph","children":[{"type":"span","value":"Language Detection API endpoint can be called using (detect_language=true) and will return "},{"type":"span","marks":["emphasis"],"value":"detected_lanaguage"},{"type":"span","value":" in the response body of the output."}]},{"type":"paragraph","children":[{"type":"span","value":"Examples of use cases for Language Detection include:"}]},{"type":"list","style":"bulleted","children":[{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"Automatically generates the transcription in the detected dominant language. "}]}]},{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"Better organize and categorize a large amount of unstructured audio data based on the identified language."}]}]},{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"Customers with input audio files in different languages who need to automatically detect and transcribe the output in the detected language."}]}]}]},{"type":"paragraph","children":[{"type":"span","value":" "}]},{"type":"paragraph","children":[{"type":"span","value":"The URL query might look like this to call the Language Detection API. "}]},{"type":"paragraph","children":[{"url":"http://eepgram.com/v1/listen?detect_language=true\u0026punctuate=true","type":"link","children":[{"type":"span","marks":["strong"],"value":"https://api.deepgram.com/v1/listen?detect_language=true\u0026punctuate=true"}]}]},{"type":"paragraph","children":[{"type":"span","value":"Please see the features page in our documentation to learn more about "},{"url":"https://developers.deepgram.com/documentation/features/detect-language/","type":"link","children":[{"type":"span","value":"Language Detection"}]},{"type":"span","value":"."}]},{"type":"paragraph","children":[{"type":"span","value":"Please get in touch with us through your dedicated support channel. We’d love to have your feedback, please share it with us at "},{"url":"https://deepgram.hellonext.co/b/feedback","type":"link","children":[{"type":"span","marks":["strong"],"value":"Product Feedback"},{"type":"span","value":"."}]}]}]}}}},{"__typename":"TemplateChangelogRecord","id":"118232697","internalName":"Introducing Topic Detection","title":"Introducing Topic Detection","category":["speech-to-text"],"slug":"introducing-topic-detection","author":{"__typename":"EntityPersonRecord","id":"99585611","name":"Pankaj Trivedi","slug":"pankaj-trivedi","externalLink":"","headshot":{"__typename":"FileField","id":"40619072","title":null,"filename":"pankaj-trivedi_er9wrb.jpg","size":9918,"alt":null,"url":"https://www.datocms-assets.com/96965/1680722287-pankaj-trivedi_er9wrb.jpg","width":320,"height":320},"role":"Product Management","personCategory":"deepgram_team","twitch":"","twitter":"","linkedin":"","github":"","bio":{"__typename":"EntityPersonModelBioField","blocks":[],"links":[],"value":{"schema":"dast","document":{"type":"root","children":[{"type":"paragraph","children":[{"type":"span","value":"All things Speech Understanding."}]}]}}},"company":null},"publishDate":"2022-09-15","body":{"__typename":"TemplateChangelogModelBodyField","blocks":[],"links":[],"value":{"schema":"dast","document":{"type":"root","children":[{"type":"paragraph","children":[{"type":"span","value":"We are very excited to announce our latest Speech Understanding feature – Topic Detection (detect_topics=true). 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Each segment of the topics will have a section of the text, identified topics, confidence score, and word positions."}]},{"type":"paragraph","children":[{"type":"span","value":"Examples of use cases for Topic Detection include:"}]},{"type":"list","style":"bulleted","children":[{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"Help the Quality Assurance team to analyze conversations based on discussed topics and identify trends and patterns."}]}]},{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"Extract meaningful and actionable insights from conversations and audio data based on discussed topics."}]}]},{"type":"listItem","children":[{"type":"paragraph","children":[{"type":"span","value":"Categorize and tag conversations based on identified topics to enhance search and recommendation capabilities."}]}]}]},{"type":"paragraph","children":[{"type":"span","value":"The URL query might look like this to call the Topic Detection API. "}]},{"type":"paragraph","children":[{"url":"https://console.deepgram.com/","type":"link","children":[{"type":"span","marks":["strong"],"value":"https://api.deepgram.com/v1/listen?detect_topics=true\u0026punctuate=true\u0026tier=enhanced"}]},{"type":"span","value":"."}]},{"type":"paragraph","children":[{"type":"span","value":"Please see the features page in our documentation to learn more about "},{"url":"https://developers.deepgram.com/documentation/features/detect-topics/","type":"link","children":[{"type":"span","value":"Topic Detection"}]},{"type":"span","value":"."}]},{"type":"paragraph","children":[{"type":"span","value":"We’d love to have your feedback; please share it with us at "},{"url":"https://deepgram.hellonext.co/b/feedback","meta":[{"id":"rel","value":"noopener"},{"id":"target","value":"_blank"}],"type":"link","children":[{"type":"span","marks":["strong"],"value":"Product Feedback"}]},{"type":"span","value":", or you can also get in touch with us through your dedicated support channel."}]}]}}}},{"__typename":"TemplateChangelogRecord","id":"118232699","internalName":"Introducing Summarization","title":"Introducing Summarization","category":["speech-to-text"],"slug":"introducing-summarization","author":{"__typename":"EntityPersonRecord","id":"99585611","name":"Pankaj Trivedi","slug":"pankaj-trivedi","externalLink":"","headshot":{"__typename":"FileField","id":"40619072","title":null,"filename":"pankaj-trivedi_er9wrb.jpg","size":9918,"alt":null,"url":"https://www.datocms-assets.com/96965/1680722287-pankaj-trivedi_er9wrb.jpg","width":320,"height":320},"role":"Product Management","personCategory":"deepgram_team","twitch":"","twitter":"","linkedin":"","github":"","bio":{"__typename":"EntityPersonModelBioField","blocks":[],"links":[],"value":{"schema":"dast","document":{"type":"root","children":[{"type":"paragraph","children":[{"type":"span","value":"All things Speech Understanding."}]}]}}},"company":null},"publishDate":"2022-09-15","body":{"__typename":"TemplateChangelogModelBodyField","blocks":[],"links":[],"value":{"schema":"dast","document":{"type":"root","children":[{"type":"paragraph","children":[{"type":"span","value":"We are excited to announce our latest Speech Understanding feature – Summarization ("},{"type":"span","marks":["emphasis"],"value":"summarize=true"},{"type":"span","value":"). Deepgram’s speech recognition API, with Summarization, can auto-generate meaningful summaries from the audio data."}]},{"type":"paragraph","children":[{"type":"span","value":"Summarization API endpoint can be called using ("},{"type":"span","marks":["emphasis"],"value":"summarize=true"},{"type":"span","value":") and will return "},{"type":"span","marks":["emphasis"],"value":"summaries"},{"type":"span","value":" block in the response body of the output. 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"}]},{"type":"paragraph","children":[{"url":"https://console.deepgram.com/","type":"link","children":[{"type":"span","marks":["strong"],"value":"https://api.deepgram.com/v1/listen?summarize=true\u0026punctuate=true"}]},{"type":"span","value":"."}]},{"type":"paragraph","children":[{"type":"span","value":"Please see the features page in our documentation to learn more about Summarization."}]},{"type":"paragraph","children":[{"type":"span","value":"Please get in touch with us through your dedicated support channel. 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