voice100
hifi-gan
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voice100 | hifi-gan | |
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1 | 5 | |
25 | 1,757 | |
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4.9 | 0.0 | |
5 months ago | 9 months ago | |
Python | Python | |
MIT License | MIT License |
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voice100
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Voice-cloning library for conlangs?
If you would like to use your romanization, yes, first you have to have some way to perform grapheme-to-phoneme transcription. I dug for a bit and found something that looks pretty basic, where you can easily write your own phonemizer: https://github.com/kaiidams/voice100. Not sure how good this model is, as it's made to be working on small devices, but you may play with it.
hifi-gan
- [D] What is the best open source text to speech model?
- I made Lisa-nee TTS (Imai Lisa)
- HiFi-GAN: Generative Adversarial Networks for Efficient and Hi-Fi Speech Synth
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[2108.13320] Neural HMMs are all you need (for high-quality attention-free TTS)
It will be interesting to see if the artefacts you noticed persist once we've trained the model for longer and switch to a better vocoder such as HiFi-GAN. (The paper and audio examples use WaveGlow since that's the default of the repository we compared ourselves to.) That said, "choppiness" sounds to me like it might be related to the temporal evolution, in which case it's something that a non-causal, convolutional post-net might be able to smooth over.
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The dangers of AI
Hey, as far as I know this paper is the current SoTA on public data that is open source. Github is here. If you are interested in really getting into speech synthesis, this page has everything (modern stuff on the bottom.)
What are some alternatives?
FastSpeech2 - An implementation of Microsoft's "FastSpeech 2: Fast and High-Quality End-to-End Text to Speech"
WaveRNN - WaveRNN Vocoder + TTS
Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
wavegrad - A fast, high-quality neural vocoder.
Parallel-Tacotron2 - PyTorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling
diffwave - DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.
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)
TTS - πΈπ¬ - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
tts-tortoise-gradio - A Gradio setup for Tortoise TTS.