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Edge Computing for Keyword Spotting on Microcontrollers

Explore migrating AI services from cloud to edge/terminal to reduce latency and privacy concerns. Details neural network architectures for Keyword Spotting on microcontrollers.

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Edge Computing for Keyword Spotting on Microcontrollers

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  1. Hello Edge: Keyword Spotting on Microcontrollers Yundong Zhang①②, Naveen Suda①, Liangzhen Lai①, Vikas Chandra① ①Arm,San Jose,CA ②Stanford University,Stanford,CA arXiv:1711.07128v3 [cs.SD] 14 Feb 2018

  2. Why to select this one from papers?

  3. Abstract

  4. I. Introduction II. Background III. Neural Network Architectures for KWS CONTENTS IV. Experimental and Results V. Conclusions

  5. I. Introduction service(include AI) migration from cloud to edge or terminal 1. latency of communication with cloud 2. privacy concern

  6. I. Introduction

  7. II. Background

  8. II. Background

  9. III. Neural Network Architectures for KWS

  10. III. Neural Network Architectures for KWS

  11. III. Neural Network Architectures for KWS

  12. III. Neural Network Architectures for KWS

  13. IV. Experiments and Results

  14. IV. Experiments and Results

  15. IV. Experiments and Results

  16. IV. Experiments and Results

  17. IV. Experiments and Results

  18. IV. Experiments and Results

  19. IV. Experiments and Results

  20. IV. Experiments and Results

  21. IV. Experiments and Results

  22. IV. code and other useful material {"Silence", "Unknown", "yes", "no", "up", "down", "left", "right", "on", "off", "stop", "go"};

  23. V. Conclusion

  24. 2018 THANK YOU

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