NLP, speech & audio ML

The top-rated launch-quality NLP, speech & audio ML skill for AI agents is tingwu-asr (grade B), followed by aliyun-qwen-tts-realtime and aliyun-cosyvoice-voice-clone. Skillspace rates 314 NLP, speech & audio ML skills; 99 are launch-quality.

Text models, embeddings, speech recognition and synthesis, audio ML.

Launch-quality skills first, then by grade, then by our Skill Score, which adds judge reviews, test results, GitHub stars and adoption.

  1. tingwu-asr B
  2. aliyun-qwen-tts-realtime B
  3. aliyun-cosyvoice-voice-clone B
  4. text-to-speech B
  5. audio-tts B
  6. xiaoyuzhoufm-transcript B
  7. video-to-text-groq B
  8. text-analysis-basic B
  9. sentiment-analysis B
  10. topic-modeling B
  11. video-to-text-bcut B
  12. podcast-transcript-txt B
  13. q-tf B
  14. theta-workflow B
  15. text-sentiment-scorer B
  16. alphaear-sentiment C
  17. omnivoice C
  18. qwen-asr C
  19. content-analysis C
  20. azure-text-to-speech C
  21. azure-speech-to-text C
  22. douyin-transcribe C
  23. podcast-transcribe C
  24. weibo-transcribe C
  25. nemo-speech-asr-finetune C

Frequently asked questions

What is the best NLP, speech & audio ML skill for AI agents?

The top-rated launch-quality NLP, speech & audio ML skill for AI agents is tingwu-asr (grade B), followed by aliyun-qwen-tts-realtime and aliyun-cosyvoice-voice-clone. Skillspace rates 314 NLP, speech & audio ML skills; 99 are launch-quality.

How does Skillspace rate NLP, speech & audio ML skills?

Skillspace grades every NLP, speech & audio ML skill from A to F with a published scoring engine that reads the skill's SKILL.md: architecture and maturity make the score, and a security scan can cap it. In crowded categories, a judge model also compares the strongest contenders side by side, and some skills are tested head-to-head on real tasks against other skills in the same category (including a deliberately weak one) and a no-skill baseline. Launch-quality skills are graded A to C with a clean safety verdict, and not excluded by a quality filter: the filters catch skills our model's safety screen flags for prompt injection, guardrail bypass, harmful content or credential exposure; test fixtures and attack benchmarks; skills written only for the repository they live in; templates and stubs; and near-duplicate variants and copies of other skills. Ratings were last updated on 24 September 2026; the full method is on the methodology page.

Are NLP, speech & audio ML skills safe to install?

Of the 314 NLP, speech & audio ML skills Skillspace rates, 272 passed its safety scan and 42 are flagged: 12 for review, 27 as risky and 3 as unsafe. Each skill's page shows its safety verdict. A pass is not a guarantee: the scan reads only the skill's SKILL.md, not the scripts or other files it ships, and looks for patterns such as piping a remote script into a shell, reading credentials or hiding actions from the user. Skills are third-party code that Skillspace indexes but does not host or endorse, so read a skill's source on GitHub before you install it.

Skillspace indexes and rates skills; it does not host or endorse them. Run third-party skills at your own risk.