TEN-framework/ten-vad

• highreadme#1

  Add a concise, keyword-rich value proposition to the README's opening

  原因：

  当前

  The current README starts with badges and 'Latest News'.

  复制粘贴的修复

  复制

  TEN-framework/ten-vad is a **low-latency, high-performance, and lightweight Voice Activity Detector (VAD)** designed for real-time audio processing. It offers broad cross-platform support, including **Python, WebAssembly (WASM), Golang, Java, and Android**, making it ideal for speech applications, conversational AI, and voice command systems where efficiency and accuracy are paramount. Integrated into projects like `k2-fsa/sherpa-onnx`, TEN-VAD provides robust speech segment extraction for enhanced ASR experiences.

  待办完成忽略
• mediumreadme#2

  Add a 'Why TEN-VAD?' or 'Key Differentiators' section to the README

  原因：

  复制粘贴的修复

  复制

  ## Why TEN-VAD?
  TEN-framework/ten-vad stands out due to its exceptional low-latency performance, broad cross-platform support (WASM, Python, Go, Java, Android), and seamless integration with projects like `k2-fsa/sherpa-onnx`. Unlike many alternatives, it focuses on a minimal resource footprint while maintaining high accuracy, making it ideal for embedded and real-time applications.

  待办完成忽略
• mediumreadme#3

  Clarify the project's license in the README

  原因：

  复制粘贴的修复

  复制

  TEN-framework/ten-vad is licensed under [Specify License Name(s) here, e.g., 'a custom license, see LICENSE file for details.'].

  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

  What are some low-latency, high-performance voice activity detection libraries for real-time audio?

  你：未被推荐
  AI 推荐顺序：

  1. WebRTC VAD
  2. Silero VAD
  3. Vosk VAD
  4. OpenVAD
  5. pyannote.audio

  AI 推荐了 5 个替代方案，却始终没点名 TEN-framework/ten-vad。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Seeking a lightweight voice activity detector with Python and WebAssembly support for speech applications.

  你：未被推荐
  AI 推荐顺序：

  1. VAD.js
  2. Silero VAD (snakers4/silero-vad)
  3. Picovoice Porcupine (Picovoice/porcupine)
  4. Mozilla DeepSpeech VAD (mozilla/DeepSpeech)
  5. webrtcvad (wiseman/py-webrtcvad)

  AI 推荐了 5 个替代方案，却始终没点名 TEN-framework/ten-vad。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-vad?

  pass
  ⚠AI 未点名 TEN-framework/ten-vad —— 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-vad in production, what risks or prerequisites should they evaluate first?

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

  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-vad solve, and who is the primary audience?

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

  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？