diffwave
hifi-gan
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| diffwave | hifi-gan | |
|---|---|---|
| 3 | 5 | |
| 724 | 1,757 | |
| 2.5% | - | |
| 1.5 | 0.0 | |
| about 1 month ago | 9 months ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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diffwave
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AI Speech to Voice morphing
glad someone else is interested thanks for that repo. what's the link to the tut? Im not too familiar with deep learning but im down to colab. I also asked around on ycombinator and was referred to this repo https://github.com/lmnt-com/diffwave.
- AI Speech to Voice Morphing
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Interesting research areas in Digital Signal Processing.
Here’s another one
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?
WaveRNN - WaveRNN Vocoder + TTS
wavegrad - A fast, high-quality neural vocoder.
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)
Parallel-Tacotron2 - PyTorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling
tts-generation-webui - TTS Generation Web UI (Bark, MusicGen + AudioGen, Tortoise, RVC, Vocos, Demucs, SeamlessM4T, MAGNet, StyleTTS2, MMS)
TTS - 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
allosaurus - Allosaurus is a pretrained universal phone recognizer for more than 2000 languages
mlp-singer - Official implementation of MLP Singer: Towards Rapid Parallel Korean Singing Voice Synthesis (IEEE MLSP 2021)