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About tinyML
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Classroom Contents
Speech Recognition on Low Power Devices
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- 1 Introduction
- 2 About tinyML
- 3 Multilingual speech recognition
- 4 Automatic Intent Recognition
- 5 Demo
- 6 Sam
- 7 System Overview
- 8 Common Challenges
- 9 Model Compression
- 10 DTPG
- 11 Wakeboard
- 12 Microcontrol library
- 13 Streaming
- 14 Streaming example
- 15 Memory requirements
- 16 Streaming Microcore vs Tensorflow Lite
- 17 Running larger models on smaller devices
- 18 Live demo
- 19 Smart home demo
- 20 Questions
- 21 Thanks
