--- title: modelscope/FunASR: A Fundamental End-to-End Speech... description: FunASR is a comprehensive speech recognition toolkit that supports various functionalities such as speech recognition, voice activity detection, punctuation... canonical: https://daily.dev/posts/modelscope-funasr-a-fundamental-end-to-end-speech-recognition-toolkit-and-open-source-sota-pretrain-vqtadsiqx twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: modelscope/FunASR: A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc. | daily.dev og:description: FunASR is a comprehensive speech recognition toolkit that supports various functionalities such as speech recognition, voice activity detection, punctuation... og:url: https://daily.dev/posts/modelscope-funasr-a-fundamental-end-to-end-speech-recognition-toolkit-and-open-source-sota-pretrain-vqtadsiqx og:image: https://api.daily.dev/og/posts/vqtaDsiQX.png og:image:alt: modelscope/FunASR: A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc. og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # modelscope/FunASR: A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc. **[Community Picks](https://daily.dev/sources/community)** · 12 min read · 4 upvotes · 0 comments ## Summary FunASR is a comprehensive speech recognition toolkit that supports various functionalities such as speech recognition, voice activity detection, punctuation restoration, and more. It features a range of pre-trained models, including the highly accurate Paraformer-large model and the multitasking Whisper-large-v3-turbo model. The toolkit provides scripts and tutorials for easy inference and fine-tuning, and multiple models are accessible via ModelScope and Huggingface. The latest supported models and features include real-time transcription services, keyword spotting, and emotion recognition. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#machine-learning](https://daily.dev/tags/machine-learning), [#open-source](https://daily.dev/tags/open-source), [#speech-recognition](https://daily.dev/tags/speech-recognition) [View this post on daily.dev](https://daily.dev/posts/modelscope-funasr-a-fundamental-end-to-end-speech-recognition-toolkit-and-open-source-sota-pretrain-vqtadsiqx) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"modelscope/FunASR: A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.","url":"https://daily.dev/posts/modelscope-funasr-a-fundamental-end-to-end-speech-recognition-toolkit-and-open-source-sota-pretrain-vqtadsiqx","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/modelscope-funasr-a-fundamental-end-to-end-speech-recognition-toolkit-and-open-source-sota-pretrain-vqtadsiqx"},"datePublished":"2024-10-15T15:20:00.173Z","dateModified":"2024-12-11T15:10:35.229Z","description":"FunASR is a comprehensive speech recognition toolkit that supports various functionalities such as speech recognition, voice activity detection, punctuation...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/60b7d64e187bc0f4a9322837466bcfd4?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/60b7d64e187bc0f4a9322837466bcfd4?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"Community Picks","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Community Picks","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1655817725/logos/community","url":"https://daily.dev/sources/community"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/modelscope-funasr-a-fundamental-end-to-end-speech-recognition-toolkit-and-open-source-sota-pretrain-vqtadsiqx","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":4},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,machine-learning,open-source,speech-recognition","timeRequired":"PT12M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Community Picks","item":"https://daily.dev/sources/community"},{"@type":"ListItem","position":3,"name":"modelscope/FunASR: A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc."}]} ```