{"data":{"slug":"modelscope-funasr","name":"FunASR","tagline":"Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emotion detection, streaming, and OpenAI-compatible API.","github_url":"https://github.com/modelscope/FunASR","owner":"modelscope","repo":"FunASR","owner_avatar_url":"https://avatars.githubusercontent.com/u/109945100?v=4","primary_language":"Python","stars":19141,"forks":1922,"topics":["asr","audio","chinese","emotion-recognition","funasr","mcp-server","multilingual-asr","openai-compatible-api","paraformer","punctuation","pytorch","real-time-asr","speaker-diarization","speech-recognition","speech-to-text","streaming-asr","transcription","vllm","voice-activity-detection","whisper-alternative"],"archived":false,"github_pushed_at":"2026-07-10T09:55:31+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/modelscope-funasr","markdown_url":"https://www.graphcanon.com/tools/modelscope-funasr.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/modelscope-funasr","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=modelscope-funasr","description":"Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emotion detection, streaming, and OpenAI-compatible API.","homepage_url":"https://modelscope.github.io/FunASR/","license":"MIT","open_issues":1,"watchers":117,"ai_summary":null,"readme_excerpt":"## Quick Start\n\n\n\nNo local setup? Open the [Colab quickstart](./examples/colab/) to transcribe a public sample or upload your own audio in a browser.\n\n```bash\npip install torch torchaudio\npip install funasr\n```\n\n**Flagship model — Fun-ASR-Nano** (LLM-ASR, 31 languages; the default recommendation, needs a GPU):\n\n```python\nfrom funasr import AutoModel\n\nmodel = AutoModel(model=\"FunAudioLLM/Fun-ASR-Nano-2512\", device=\"cuda\")\nresult = model.generate(input=\"https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav\")\nprint(result[0][\"text\"])\n\n---\n\n## Installation\n\n```bash\npip install funasr\n```\n\n<details><summary>From source / Requirements</summary>\n\n```bash\ngit clone https://github.com/modelscope/FunASR.git && cd FunASR\npip install -e ./\n```\nRequirements: Python ≥ 3.8. Install PyTorch + torchaudio first ([pytorch.org](https://pytorch.org/get-started/locally/)), then `pip install funasr`.\n\n</details>\n\n---\n\n---\n\n# Docker streaming service\ndocker pull registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.12\n```","github_created_at":"2022-11-24T02:28:11+00:00","created_at":"2026-07-11T12:14:05.101904+00:00","updated_at":"2026-07-11T12:14:16.015369+00:00","categories":[{"slug":"inference-serving","name":"Inference & Serving","url":"https://www.graphcanon.com/categories/inference-serving","markdown_url":"https://www.graphcanon.com/categories/inference-serving.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/inference-serving"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"},{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"asr","name":"asr"},{"slug":"audio","name":"audio"},{"slug":"chinese","name":"chinese"},{"slug":"emotion-recognition","name":"emotion-recognition"},{"slug":"funasr","name":"funasr"},{"slug":"mcp-server","name":"mcp-server"},{"slug":"multilingual-asr","name":"multilingual-asr"},{"slug":"openai-compatible-api","name":"openai-compatible-api"}],"trust":{"provenance":{"is_fork":false,"github_id":569959091,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T12:14:06.372Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":12,"days_since_push":1,"last_release_at":"2026-06-29T13:22:52Z"},"security_summary":{"status":"ok","scanner":"mcp_manifest@v1","low_count":0,"high_count":0,"last_scan_at":"2026-07-11T12:14:13.156Z","medium_count":0,"scan_profile":"mcp_manifest","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T12:14:10.385Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-07-11T12:14:10.385Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-11T12:14:10.385Z"}}}}