Audio Model Blocks
WaveGrad DBlock
Introduced by Chen et al. in WaveGrad: Estimating Gradients for Waveform GenerationWaveGrad DBlocks are used to downsample the temporal dimension of noisy waveform in WaveGrad. They are similar to UBlocks except that only one residual block is included. The dilation factors are 1, 2, 4 in the main branch. Orthogonal initialization is used.
Source: WaveGrad: Estimating Gradients for Waveform Generation
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Speech Synthesis | 5 | 45.45% |
| Image Generation | 2 | 18.18% |
| Denoising | 2 | 18.18% |
| Text-To-Speech Synthesis | 2 | 18.18% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
Convolution
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Convolutions | |
Leaky ReLU
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Activation Functions | |
Residual Connection
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Skip Connections |
