Kyubyong/tacotron

A TensorFlow Implementation of Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model

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Implements encoder-decoder architecture with attention mechanism and Griffin-Lim vocoder for mel-spectrogram-to-waveform conversion, trained on multiple public datasets (LJ Speech, audiobooks, Bible recordings). Includes heavily documented training pipeline with bucketed batches, Noam learning rate scheduling, and gradient clipping, plus pre-trained checkpoints and attention visualization tools for monitoring alignment quality during training.

1,833 stars. No commits in the last 6 months.

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1,833

Forks

431

Language

Python

License

Apache-2.0

Last pushed

Jan 17, 2022

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