FastSpeech2
radtts
| FastSpeech2 | radtts | |
|---|---|---|
| 4 | 1 | |
| 1,612 | 270 | |
| - | 0.0% | |
| 0.0 | 0.0 | |
| 6 months ago | about 1 year ago | |
| Python | Roff | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
FastSpeech2
-
[D] What is the best open source text to speech model?
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)
-
What voice-changing apps are available right now?
We have the TorToiSe repo, the SV2TTS repo, and from here you have the other models like Tacotron 2, FastSpeech 2, and such. A there is a lot that goes into training a baseline for these models on the LJSpeech and LibriTTS datasets. Fine tuning is left up to the user.
- I'm looking for something self-hosted, preferably linux-based (though win or mac will work too), that will allow me to train a 'voice model' with pre-recorded speech, and then replicate it from text of my choice.
-
Voice-cloning library for conlangs?
As for synthesis of text using your own voice - you can dig into Real Time Voice Cloning or maybe FastSpeech2, but I am not sure if you can use it with conlangs (and because of ML nature, you need many, many, many training data to get anything interesting).
radtts
-
[D] What is the best open source text to speech model?
RadTTS submitted: Aug 18, 2021 (NVIDIA page, not Arxiv) paper: https://openreview.net/pdf?id=0NQwnnwAORi github: https://github.com/NVIDIA/radtts
What are some alternatives?
Parallel-Tacotron2 - PyTorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling
tacotron2 - Tacotron 2 - PyTorch implementation with faster-than-realtime inference
Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
flowtron - Flowtron is an auto-regressive flow-based generative network for text to speech synthesis with control over speech variation and style transfer
hifi-gan - HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis
voice100 - Voice100 includes neural TTS/ASR models. Inference of Voice100 is low cost as its models are tiny and only depend on CNN without autoregression.
Speech-Backbones - This is the main repository of open-sourced speech technology by Huawei Noah's Ark Lab.
tacotron - A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)
waveglow - A Flow-based Generative Network for Speech Synthesis
tortoise-tts - A multi-voice TTS system trained with an emphasis on quality