Listening at the Cocktail Party - Deep Neural Networks for Speech Separation

Listening at the Cocktail Party - Deep Neural Networks for Speech Separation

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Agenda

1 of 29

1 of 29

Agenda

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Listening at the Cocktail Party - Deep Neural Networks for Speech Separation

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  1. 1 Agenda
  2. 2 Speech Separation
  3. 3 Mixed Sounds
  4. 4 Solution
  5. 5 Approach
  6. 6 Mask
  7. 7 Transform
  8. 8 Typical deep learning tasks
  9. 9 Platform selection
  10. 10 Data set
  11. 11 Feature engineering
  12. 12 Models
  13. 13 Code
  14. 14 Model Parameters
  15. 15 Neural Network Generator
  16. 16 Evaluation Prediction
  17. 17 Future Directions
  18. 18 Related Use Cases
  19. 19 Looking to Listen
  20. 20 Speech to Text
  21. 21 Barriers
  22. 22 Pipelines
  23. 23 Datasets
  24. 24 Looping to Listen
  25. 25 Devices
  26. 26 Intensive Low Light
  27. 27 Summary
  28. 28 QA
  29. 29 Inference

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