p-geon / WaveNet-Estimator

WaveNet implementation using tf.estimator

Wavenet

Wavenet

This repo is use tf.estimator for wavenet vocoder. Input audio is raw or mu-law quantize.

dependence

• tensorflow v1
• numpy
• librosa
• scipy
• sklearn
• tqdm

mu-law generating results

https://kokeshing.com/wavenet/

WIP

• gaussian wavenet(Implemented)
• global conditioning(Implemented)
• 2dconv, 1dconv, Nearest neighbor upsampling for local conditioning(Implemented)
• ema(Not implemented)

Reference

• Wavenet
• Tactron-2
• r9y9/wavenet_vocoder
• WN-based TTSやりました
• Synthesize Human Speech with WaveNet
• VQ-VAEの追試で得たWaveNetのノウハウをまとめてみた。
• 複数話者WaveNetボコーダに関する調査