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On-Device Speech Models Optimization and Deployment for Mobile Hardware

On-Device Speech Models Optimization and Deployment for Mobile Hardware

tinyML via YouTube Direct link

MultiHealth Selfattention

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MultiHealth Selfattention

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On-Device Speech Models Optimization and Deployment for Mobile Hardware

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  1. 1 Introduction
  2. 2 Agenda
  3. 3 Hardware detector
  4. 4 Streaming
  5. 5 Subclass API
  6. 6 Edge cases
  7. 7 Quantization
  8. 8 Posttraining Quantization
  9. 9 Fake Quantization
  10. 10 Native Quantization
  11. 11 Observations
  12. 12 Local Selfattention
  13. 13 MultiHealth Selfattention
  14. 14 Real Model
  15. 15 Models

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