TEN-framework/ten-turn-detection

• highreadme#1

  Reposition the README introduction to highlight core problem and audience

  原因：

  当前

  TEN is an open-source framework for conversational voice AI agents.

  复制粘贴的修复

  复制

  TEN Turn Detection provides robust, real-time speaker turn detection specifically for full-duplex dialogue, enabling advanced conversational AI agents and seamless large language model interactions.

  待办完成忽略
• highlicense#2

  Clarify the project's license in the README

  原因：

  复制粘贴的修复

  复制

  The TEN Turn Detection project is licensed under [Insert specific license name(s) here, e.g., Apache 2.0 and MIT]. Please refer to the [LICENSE](./LICENSE) file for full details.

  待办完成忽略
• mediumcomparison#3

  Add a section highlighting TEN Turn Detection's unique differentiators

  原因：

  复制粘贴的修复

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  ## Why TEN Turn Detection?
  Unlike general Voice Activity Detection (VAD) tools or broad Speech-to-Text APIs, TEN Turn Detection is specifically engineered for the complexities of full-duplex, real-time dialogue. It excels at accurately identifying speaker turns even with overlapping speech, making it ideal for integrating with large language models and building highly responsive conversational AI agents.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How to implement real-time speaker turn detection for full-duplex conversational AI?

  你：未被推荐
  AI 推荐顺序：

  1. NVIDIA Riva
  2. Google Cloud Speech-to-Text API
  3. Amazon Transcribe
  4. WebRTC VAD
  5. Silero VAD
  6. Vosk
  7. Whisper
  8. Microsoft Azure Cognitive Services - Speech

  AI 推荐了 8 个替代方案，却始终没点名 TEN-framework/ten-turn-detection。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What tools help identify speaker turns in real-time for large language model interactions?

  你：未被推荐
  AI 推荐顺序：

  1. NVIDIA Riva
  2. Google Cloud Speech-to-Text API
  3. Amazon Transcribe
  4. Azure Cognitive Services Speech
  5. AssemblyAI
  6. Deepgram
  7. OpenAI Whisper
  8. pyannote.audio
  9. NVIDIA NeMo

  AI 推荐了 9 个替代方案，却始终没点名 TEN-framework/ten-turn-detection。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of TEN-framework/ten-turn-detection?

  pass
  ⚠AI 未点名 TEN-framework/ten-turn-detection —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts TEN-framework/ten-turn-detection in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 TEN-framework/ten-turn-detection

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo TEN-framework/ten-turn-detection solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 TEN-framework/ten-turn-detection

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？