[D] What is the best open source text to speech model?

• tortoise-tts

  144 11,755 8.2 Jupyter Notebook

  A multi-voice TTS system trained with an emphasis on quality

Tortoise TTS is supposed to be good. However inference can take a while if not on GPU's, so might not produce the real-time text-to-speech effect you want.

• speechbrain

  26 7,869 9.8 Python

  A PyTorch-based Speech Toolkit

  

I don't know if it's the best, but Speechbrain is supposed to be state of the art.

• InfluxDB

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• tacotron

  3 2,927 0.0 Python

  A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)

Tacotron submitted: Mar 29, 2017 paper: https://arxiv.org/pdf/1703.10135.pdf github: https://github.com/keithito/tacotron (Not the official implementation but is the once cited the most)

• tacotron2

  28 4,890 0.0 Jupyter Notebook

  Tacotron 2 - PyTorch implementation with faster-than-realtime inference

  

• flowtron

  6 881 0.0 Jupyter Notebook

  Flowtron is an auto-regressive flow-based generative network for text to speech synthesis with control over speech variation and style transfer

  

• FastSpeech2

  4 1,612 0.0 Python

  An implementation of Microsoft's "FastSpeech 2: Fast and High-Quality End-to-End Text to Speech"

FastSpeech2 submitted: Jun 8, 2020 paper: https://arxiv.org/pdf/2006.04558.pdf github: https://github.com/ming024/FastSpeech2 (Not the official implementation but is the once cited the most)

• NeMo

  29 10,021 9.8 Python

  A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

  

• WorkOS

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• waveglow

  2 2,218 0.0 Python

  A Flow-based Generative Network for Speech Synthesis

  

• hifi-gan

  5 1,757 0.0 Python

  HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

• radtts

  1 270 0.0 Roff

  Provides training, inference and voice conversion recipes for RADTTS and RADTTS++: Flow-based TTS models with Robust Alignment Learning, Diverse Synthesis, and Generative Modeling and Fine-Grained Control over of Low Dimensional (F0 and Energy) Speech Attributes.

  

RadTTS submitted: Aug 18, 2021 (NVIDIA page, not Arxiv) paper: https://openreview.net/pdf?id=0NQwnnwAORi github: https://github.com/NVIDIA/radtts

• Speech-Backbones

  1 523 0.0 Jupyter Notebook

  This is the main repository of open-sourced speech technology by Huawei Noah's Ark Lab.

  

• vits

  6 6,230 0.0 Python

  VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech

• STYLER

  3 150 1.8 Python

  Official repository of STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech, INTERSPEECH 2021 (by keonlee9420)

• DiffSinger

  1 223 10.0 Python

  PyTorch implementation of DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (focused on DiffSpeech) (by keonlee9420)

DiffTTS (DiffSinger) submitted: Apr 3, 2021 paper: https://arxiv.org/pdf/2104.01409v1.pdf github: https://github.com/keonlee9420/DiffSinger

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