TensorSpeech/TensorFlowTTS
:stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)
Implements modular encoder-decoder architectures (Tacotron-2, FastSpeech/2) paired with neural vocoders (MelGAN, HiFi-GAN, Parallel WaveGAN) for end-to-end text-to-speech, enabling sub-real-time inference through TensorFlow 2 optimization techniques like quantization-aware training and pruning. Supports deployment across diverse platforms including TFLite for mobile/embedded systems, C++ inference, and iOS, with pretrained models integrated into Hugging Face Hub. Provides language-agnostic processor pipeline for fine-tuning on new languages, demonstrated with Chinese, Korean, French, and German examples.
3,995 stars and 328 monthly downloads. No commits in the last 6 months. Available on PyPI.
Stars
3,995
Forks
804
Language
Python
License
Apache-2.0
Category
Last pushed
Jul 05, 2024
Monthly downloads
328
Commits (30d)
0
Dependencies
22
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