~/talk

Your Apps Can Talk! Introducing Cloud Text-to-Speech, Powered by WaveNet Technology

Talkat Google Cloud Next '18 · 2018-07-24..07-26· [machine-learning, web-platform]
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slides:none on file

Cloud Text-to-Speech brings WaveNet quality to an API claiming 70% closer to human speech than traditional synthesis, with a Cloud TTS pay-as-you-go service that supports 30+ languages and 50+ voices. The system uses WaveNet distilled into Parallel WaveNet (about 3 orders of magnitude faster, practical ~20x real time) and runs on TPUs; features include audio profiles tuned for handset, home or phone lines. Shown production pieces use the Cloud Text-to-Speech API plus Cloud Storage, Cloud Functions, Cloud SQL and DialogFlow to generate, store and serve samples for IVR, IoT and media.

AI-written summary · about

  1. 0:00Introduction
  2. 0:41Previous Approaches
  3. 1:38Limitations
  4. 3:25WaveNet
  5. 4:43Demo
  6. 6:58What is WaveNet
  7. 10:02Parallel WaveNet
  8. 11:25WaveNet Speed Increase
  9. 11:50Naturalness Gap
  10. 12:39Benefits of Cloud TTS
  11. 14:57What is Cloud TTS
  12. 15:34WaveNet Languages
  13. 16:34Audio Profiles
  14. 17:42Audio Profiles Example
  15. 18:35TexttoSpeech Demo
  16. 21:34TexttoSpeech Example
  17. 29:14Translate Text Example
  18. 35:23Ingram Content Group
  19. 36:23Three Key Themes
  20. 36:45Our Innovation
  21. 37:13Barriers to Entry
  22. 37:51Business Trends
  23. 39:56Accessibility
  24. 41:09Book Discoverability
  25. 45:09Core Source
  26. 46:24Secret Sauce
  27. 47:15Conclusion
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