FireRedTeam/FireRedASR2S

• highreadme#1

  Reposition and clarify the README's introductory text

  Why:

  CURRENT

  <div align="center">
  <h1>
  FireRedASR2S
  <br>
  A SOTA Industrial-Grade All-in-One ASR System
  </h1>
  </div>
  
  [[Paper]](https://arxiv.org/pdf/2603.10420)
  [[Model🤗]](https://huggingface.co/collections/FireRedTeam/fireredasr2s)
  [[Model🤖]](https://www.modelscope.cn/collections/xukaituo/FireRedASR2S)
  [[Demo]](https://huggingface.co/spaces/FireRedTeam/FireRedASR2S)
  
  FireRedASR2S is a state-of-the-art (SOTA), industrial-grade, all-in-one ASR system with ASR, VAD, LID, and Punc modules.

  COPY-PASTE FIX

  Copy

  <div align="center">
  <h1>
  FireRedASR2S
  <br>
  A SOTA Industrial-Grade All-in-One ASR System
  </h1>
  </div>
  
  FireRedASR2S is a state-of-the-art (SOTA), industrial-grade, all-in-one ASR system with ASR, VAD, LID, and Punc modules. It is designed for advanced Automatic Speech Recognition (ASR) tasks and is not related to cybersecurity or red teaming.
  
  [[Paper]](https://arxiv.org/pdf/2603.10420)
  [[Model🤗]](https://huggingface.co/collections/FireRedTeam/fireredasr2s)
  [[Model🤖]](https://www.modelscope.cn/collections/xukaituo/FireRedASR2S)
  [[Demo]](https://huggingface.co/spaces/FireRedTeam/FireRedASR2S)

  OpenDoneDismiss
• highhomepage#2

  Add a homepage URL to the repository's 'About' section

  Why:

  COPY-PASTE FIX

  Copy

  https://huggingface.co/spaces/FireRedTeam/FireRedASR2S

  OpenDoneDismiss
• mediumtopics#3

  Add broader machine learning and programming language topics

  Why:

  CURRENT

  asr, asr-pipeline, audio-event-classification, audio-event-detection, automatic-speech-recognition, industrial-grade, language-identification, lid, llm, multimodal-llm, open-source, punctuation-prediction, punctuation-restoration, sota, speech-recognition, speechllm, vad, voice-activity-detection

  COPY-PASTE FIX

  Copy

  asr, asr-pipeline, audio-event-classification, audio-event-detection, automatic-speech-recognition, deep-learning, industrial-grade, language-identification, lid, llm, machine-learning, multimodal-llm, open-source, python, punctuation-prediction, punctuation-restoration, sota, speech-recognition, speechllm, vad, voice-activity-detection

  OpenDoneDismiss

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• CATEGORY QUERY

  Looking for an industrial-grade, all-in-one speech recognition system with voice activity detection and language identification.

  you: not recommended
  AI recommended (in order):

  1. Google Cloud Speech-to-Text API
  2. Amazon Transcribe
  3. Microsoft Azure Cognitive Services - Speech
  4. Nuance Communications
  5. Deepgram
  6. AssemblyAI
  7. OpenAI Whisper
  8. WebRTC VAD

  AI recommended 8 alternatives but never named FireRedTeam/FireRedASR2S. This is the gap to close.

  Show full AI answer
• CATEGORY QUERY

  Need a robust solution for transcribing both speech and singing, including Chinese dialects and English, with punctuation.

  you: not recommended
  AI recommended (in order):

  1. OpenAI Whisper (openai/whisper)
  2. Google Cloud Speech-to-Text
  3. AssemblyAI
  4. AWS Transcribe
  5. Microsoft Azure Speech-to-Text
  6. Deepgram

  AI recommended 6 alternatives but never named FireRedTeam/FireRedASR2S. This is the gap to close.

  Show full AI answer

• Metadata completeness

  warn

  Suggestion:

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of FireRedTeam/FireRedASR2S?

  pass
  ✓AI named FireRedTeam/FireRedASR2S explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• If a team adopts FireRedTeam/FireRedASR2S in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI named FireRedTeam/FireRedASR2S explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• In one sentence, what problem does the repo FireRedTeam/FireRedASR2S solve, and who is the primary audience?

  pass
  ✓AI named FireRedTeam/FireRedASR2S explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?