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vocaloid_modeling

How to start

See vocaloid_pyneuralfx/Pyneuralfx.ipynb, run the blocks, you can run the grid_search first to find the best configurations (you have to modify the search space in vocaloid_pyneuralfx/Pyneuralfx/frame_work/grid_search.py), then manually modify the snapshot model configuration in vocaloid_pyneuralfx/Pyneuralfx/configs/cnn/tcn/snapshot_tcn.yml to the best configuration. Then run vocaloid_pyneuralfx/Pyneuralfx/frame_work/main_snapshot.py for best model training. After you complete training and inferenceing, the inferenced file will be stored in vocaloid_pyneuralfx/Pyneuralfx/frame_work/exp/vocaloid/valid_gen, or you can just listen to the validation file listed in the last block.

Data

Training data is in data/audio/, the audio sv_teto_X_X_X_X_MixDown.wav are the audio file for training, the parameters are {loudness}_{?}_{?}_{gender}.

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  • Jupyter Notebook 96.5%
  • Python 3.5%