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

Introduction

1 of 15

1 of 15

Introduction

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

On-Device Speech Models Optimization and Deployment for Mobile Hardware

Automatically move to the next video in the Classroom when playback concludes

  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

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.