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seaniezhao/torch_npss

Fork: 37 Star: 154 (更新于 2024-12-11 20:32:00)

license: MIT

Language: Jupyter Notebook .

pytorch implementation of Neural Parametric Singing Synthesizer 歌声合成

最后发布版本: v0.2.0 ( 2019-07-03 18:56:32)

GitHub网址

torch_npss

中文(chinese)

implementation of A Neural Parametric Singing Synthesizer: https://arxiv.org/abs/1704.03809

  • pretrained models are provided in snapshots/
  • generated samples are in data/gen_wav/

dataset:https://drive.google.com/file/d/137dTlTiN7jSadV76sRDRwNJ_ysTz1psA/view?usp=sharing

sample

try it out!

note: test labels are in data/timbre_model/test
pip install -r requirements.txt 
python inference.py

try with your own data

put your own raw and label data in data/raw/
change custom_test in data/preprocess.py to True
run data/preprocess.py
run generate_test('your_file_name') in inference.py 

train your own model

  • put your audio and label in data/raw
  • run data/preprocess.py
  • adjust condition_channel in hparam.py according to your data
  • run train_harmonoc.py train_aperoidic.py train_vuv.py
  • if you have any questions feel free to leave an issue

A complete version of implementation which including F0 model and vuv model see here: https://github.com/seaniezhao/cnnpss

最近版本更新:(数据更新于 2024-10-09 20:14:09)

2019-07-03 18:56:32 v0.2.0

2019-05-11 10:44:28 v0.1.0

2019-05-05 11:00:38 v0.0.3

2019-04-12 00:36:57 v0.0.2

2019-03-27 19:09:47 v0.0.1

主题(topics):

sing, synthesizer

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