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Top 7 non-autoregressive open source projects

PyTorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling

✭ 149

python text-to-speech duration pytorch tts speech-synthesis english vae self-attention neural-tts non-autoregressive fastspeech parallel-tacotron parallel-tacotron2

WaveGrad2

PyTorch Implementation of Google Brain's WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis

✭ 55

python audio text-to-speech duration end-to-end pytorch tts speech-synthesis robust synthesis neural-tts non-autoregressive text-to-audio score-matching phoneme-to-waveform

Daft-Exprt

PyTorch Implementation of Daft-Exprt: Robust Prosody Transfer Across Speakers for Expressive Speech Synthesis

✭ 41

python Dockerfile text-to-speech style pytorch tts speech-synthesis english speaker prosody neural-tts non-autoregressive prosody-transfer gaussian-upsampling

LaBERT

A length-controllable and non-autoregressive image captioning model.

✭ 50

python image-captioning non-autoregressive eccv2020 controllable-image-captioning

VAENAR-TTS

PyTorch Implementation of VAENAR-TTS: Variational Auto-Encoder based Non-AutoRegressive Text-to-Speech Synthesis.

✭ 66

python text-to-speech duration pytorch tts speech-synthesis vae unsupervised-learning glow self-attention neural-tts non-autoregressive transforer non-ar unsupervised-duration

Cross-Speaker-Emotion-Transfer

PyTorch Implementation of ByteDance's Cross-speaker Emotion Transfer Based on Speaker Condition Layer Normalization and Semi-Supervised Training in Text-To-Speech

✭ 107

python Dockerfile text-to-speech deep-neural-networks pytorch tts speech-synthesis generative-model semi-supervised-learning global-style-tokens neural-tts non-autoregressive parallel-tacotron non-ar emotion-transfer cross-speaker conditional-layer-normalization

Expressive-FastSpeech2

PyTorch Implementation of Non-autoregressive Expressive (emotional, conversational) TTS based on FastSpeech2, supporting English, Korean, and your own languages.

✭ 139

python text-to-speech tts speech-synthesis expressive-speech-synthesis non-autoregressive emotional-tts korean-tts expressive-tts emotional-speech-synthesis korean-speech-synthesis conversational-tts conversational-speech-synthesis

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