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punctuation-restoration

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Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

  • Updated Feb 11, 2026
  • Python

FireRedASR2S is 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 singing lyrics recognition. FireRedVAD supports speech/singing/music in 100+ langs. FireRedLID supports 100+ langs and 20+ zh dialects.

  • Updated Feb 12, 2026
  • Python

Fluent Edge is an intelligent, real-time web application designed to help users improve their spoken English by analyzing live speech for transcription accuracy, grammar errors, and fluency quality. It combines speech recognition, punctuation restoration, grammar checking, and accuracy scoring in a seamless and interactive interface.

  • Updated Sep 2, 2025
  • Python

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