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