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Deep Generative Models for Sounds and Images
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Deep Generative Models for Speech and Images
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- 1 Deep Generative Models for Sounds and Images
- 2 What Deep Learning Owes to Connectionism • Leaming powerful way to transfer knowledge to computers Distributed (possibly sparse) representations, learned from data, capture the meaning of the data an…
- 3 Learning Multiple Levels of Abstraction The big payoff of deep learning is to allow learning higher levels of abstraction, and most of it must happen in an unsupervised way for humans
- 4 Deep Unsupervised Generative Models
- 5 End-to-End Audio Synthesis with DL
- 6 Quantitative Results
