spring-media/TransformerTTS

🤖💬 Transformer TTS: Implementation of a non-autoregressive Transformer based neural network for text to speech.

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Built on TensorFlow 2, it combines a two-stage pipeline with an Aligner model for duration extraction and a Forward Transformer for parallel mel-spectrogram generation with controllable pitch prediction. Pre-trained LJSpeech weights integrate seamlessly with MelGAN and HiFiGAN vocoders for end-to-end synthesis, while the non-autoregressive approach eliminates repetition artifacts and enables real-time inference with speed/pitch modulation.

1,161 stars. No commits in the last 6 months.

Archived Stale 6m No Package No Dependents

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Adoption 10 / 25

Maturity 9 / 25

Community 25 / 25

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1,161

Forks

222

Language

Python

License

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TransformerTTS and Transformer-TTS

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