TTS

Text to speech on pytorch. Implementation of tacotron-2 and wavenet. Based on: dl-start-pack.

Tacotron-2 core features:

• Pytorch-lightning training from various configs: src/tacotron2/configs
• Wandb Logging
• Guided attention
• Monotonic attention
• Teacher forcing value choose (by default 1. - fully teacher forced)
• LJspeech dataset training

WaveNet:

• Pytorch-lightning training from various configs: src/wavenet/configs
• Wandb Logging
• Additional input for melspecs
• Fast inference (in progress)

Several results && weights (just degug in colab, training require much more time):

• Default tacotron-2
• Tacotron2 Guided Attention
• Tacotron2 Monotonic Attention
• Wavenet