FireRedTeam/FireRedASR2S
A SOTA Industrial-Grade All-in-One ASR system with ASR, VAD, LID, and Punc modules. FireRedASR2 supports Chinese (Mandarin, 20+ dialects/accents), English, code-switching, and both speech and singing ASR. FireRedVAD supports speech/singing/music in 100+ langs. FireRedLID supports 100+ langs and 20+ zh dialects. FireRedPunc supports zh and en.
Built on encoder-adapter-LLM and attention-based encoder-decoder architectures, FireRedASR2S performs end-to-end speech processing with VAD pre-filtering, language identification, ASR decoding, and punctuation restoration in a unified pipeline. The system supports both streaming and non-streaming modes, with TensorRT-LLM acceleration delivering 12.7x speedup on GPU inference. Integration with vLLM and availability on both Hugging Face and ModelScope enables flexible deployment across research and production environments.
365 stars.
Stars
365
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20
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 13, 2026
Commits (30d)
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