Build a Deep Audio Classifier with Python and Tensorflow

Build a Deep Audio Classifier with Python and Tensorflow

Nicholas Renotte via YouTube Direct link

- Install and Import Dependencies

5 of 19

5 of 19

- Install and Import Dependencies

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Build a Deep Audio Classifier with Python and Tensorflow

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  1. 1 - START
  2. 2 - CLIENT CALL 1
  3. 3 - Breakdown Board
  4. 4 - MISSION 1
  5. 5 - Install and Import Dependencies
  6. 6 - Build a Dataloading Function
  7. 7 - MISSION 2
  8. 8 - Create Tensorflow Dataset
  9. 9 - Determine Average Call Length
  10. 10 - Build Preprocessing Function
  11. 11 - MISSION 3
  12. 12 - Create Training and Testing Partitions
  13. 13 - Build Deep CNN Model
  14. 14 - Classifier Audio Clips
  15. 15 - MISSION 4
  16. 16 - Build Forest Parsing Function
  17. 17 - Predict All Files
  18. 18 - MISSION 5
  19. 19 - Export Results to CSV

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