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Beyond generative TTS
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Classroom Contents
Generative Model-Based Text-to-Speech Synthesis
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- 1 Intro
- 2 Outline
- 3 Text-to-speech as sequence-to-sequence mapping
- 4 Speech production process
- 5 Typical flow of TTS system
- 6 Speech synthesis approaches
- 7 Probabilistic formulation of TTS
- 8 Approximation (2)
- 9 Representation - Linguistic features
- 10 Representation - Acoustic features
- 11 Representation - Mapping
- 12 HMM-based generative acoustic model for TTS
- 13 Alternative acoustic model
- 14 FFNN-based acoustic model for TTS [6]
- 15 NN-based generative acoustic model for TTS
- 16 NN-based generative model for TTS
- 17 Learned features
- 18 WaveNet: A generative model for raw audio
- 19 WaveNet - Causal dilated convolution
- 20 WaveNet - Architecture
- 21 Softmax
- 22 WaveNet vs conventional audio generative models
- 23 Relax approximation
- 24 Generative model-based text-to-speech synthesis
- 25 Beyond text-to-speech synthesis
- 26 Beyond generative TTS
