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booktitle = {Proceedings of the 38th International Conference on Machine Learning},
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pages = {8650--8660},
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year = {2021},
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editor = {Meila, Marina and Zhang, Tong},
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volume = {139},
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series = {Proceedings of Machine Learning Research},
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month = {18--24 Jul},
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publisher = {PMLR},
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url = {http://proceedings.mlr.press/v139/qian21b.html}
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}
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```
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## Audio Demo
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The audio demo for AutoPST can be found [here](https://auspicious3000.github.io/AutoPST-Demo/)
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## Dependencies
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- Python 3.6
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- Numpy
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- Scipy
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- PyTorch == v1.6.0
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- librosa
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- pysptk
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- soundfile
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- wavenet_vocoder ```pip install wavenet_vocoder==0.1.1```
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for more information, please refer to https://github.com/r9y9/wavenet_vocoder
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## To Run Demo
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Download [pre-trained models](https://drive.google.com/file/d/1ji3Bk6YGvXkPqFu1hLOAJp_SKw-vHGrp/view?usp=sharing) to ```assets```
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Download the same WaveNet vocoder model as in [AutoVC](https://github.com/auspicious3000/autovc) to ```assets```
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The fast and high-quality hifi-gan v1 (https://github.com/jik876/hifi-gan) pre-trained model is now available [here.](https://drive.google.com/file/d/1n76jHs8k1sDQ3Eh5ajXwdxuY_EZw4N9N/view?usp=sharing)
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Please refer to [AutoVC](https://github.com/auspicious3000/autovc) if you have any problems with the vocoder part, because they share the same vocoder scripts.
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Run ```demo.ipynb```
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## To Train
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Download [training data](https://drive.google.com/file/d/1H1dyA80qREKLHybqnYaqBRRsacIdFbnE/view?usp=sharing) to ```assets```.
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The provided training data is very small for code verification purpose only.
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Please use the scripts to prepare your own data for training.
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1. Prepare training data: ```python prepare_train_data.py```
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2. Train 1st Stage: ```python main_1.py```
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3. Train 2nd Stage: ```python main_2.py```
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## Final Words
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This project is part of an ongoing research. We hope this repo is useful for your research. If you need any help or have any suggestions on improving the framework, please raise an issue and we will do our best to get back to you as soon as possible.
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---
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title: Tts Rvc Autopst
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emoji: 💬
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colorFrom: yellow
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colorTo: purple
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sdk: gradio
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sdk_version: 4.36.1
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app_file: app.py
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pinned: false
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---
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An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).
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