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| # Run FastSpeech 2 | |
| ## Quick Start | |
| ### Install Dependencies | |
| Install dependencies following [readme.md](../readme.md) | |
| ### Set Config Path and Experiment Name | |
| ```bash | |
| export CONFIG_NAME=egs/datasets/audio/lj/fs2_orig.yaml | |
| export MY_EXP_NAME=fs2_exp | |
| ``` | |
| ### Preprocess and binary dataset | |
| Prepare dataset following [prepare_data.md](./prepare_data.md) | |
| ### Prepare Vocoder | |
| Prepare vocoder following [prepare_vocoder.md](./prepare_vocoder.md) | |
| ## Training | |
| ```bash | |
| CUDA_VISIBLE_DEVICES=0 python tasks/run.py --config $CONFIG_NAME --exp_name $MY_EXP_NAME --reset | |
| ``` | |
| You can check the training and validation curves open Tensorboard via: | |
| ```bash | |
| tensorboard --logdir checkpoints/$MY_EXP_NAME | |
| ``` | |
| ## Inference (Testing) | |
| ```bash | |
| CUDA_VISIBLE_DEVICES=0 python tasks/run.py --config $CONFIG_NAME --exp_name $MY_EXP_NAME --infer | |
| ``` | |
| ## Citation | |
| If you find this useful for your research, please use the following. | |
| ``` | |
| @inproceedings{ren2020fastspeech, | |
| title={FastSpeech 2: Fast and High-Quality End-to-End Text to Speech}, | |
| author={Ren, Yi and Hu, Chenxu and Tan, Xu and Qin, Tao and Zhao, Sheng and Zhao, Zhou and Liu, Tie-Yan}, | |
| booktitle={International Conference on Learning Representations}, | |
| year={2020} | |
| } | |
| ``` | |