Sound Generation with Deep Learning - Approaches and Challenges

Sound Generation with Deep Learning - Approaches and Challenges

Valerio Velardo - The Sound of AI via YouTube Direct link

Inputs for generation

13 of 15

13 of 15

Inputs for generation

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Classroom Contents

Sound Generation with Deep Learning - Approaches and Challenges

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  1. 1 Intro
  2. 2 Defining the sound generation task
  3. 3 Classification of sound generation systems
  4. 4 Types of generated sounds
  5. 5 Sound representations
  6. 6 Generation from raw audio
  7. 7 Challenges of raw audio generation
  8. 8 Generation from spectrograms
  9. 9 Advantages of generation from spectrograms
  10. 10 Challenges of generation from spectrograms
  11. 11 Can we generate sound with MFCCs?
  12. 12 DL architectures for sound generation
  13. 13 Inputs for generation
  14. 14 Details about the sound generative system we'll build
  15. 15 What's next?

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