This is a competition from AI CUP 2023. We are TEAM_2907.
![CleanShot 2023-09-03 at 17 30 45@2x](https://private-user-images.githubusercontent.com/55970911/265255298-03aae843-789e-47fb-8fc3-87727e73e9ec.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.EtFbdZ2szA9B7_Y81IXMa5RIZJ-xR_ezwgJyN2Ja25c)
If you want to run in a virtual environment,
conda create --name audio python=3.10
conda activate audio
pip install -r requirements.txt
Type | Name |
---|---|
os | Ubuntu 22.04.1 LTS |
cpu | Intel(R) Xeon(R) CPU E5-2690 v3 @ 2.60GHz |
gpu | NVIDIA GeForce GTX 1080 Ti |
python WavEncoder.py --train_wav <training_audio_directory> \
--public_wav <public_audio_directory> \
--private_wav <private_audio_directory> \
--train_csv <training_csv_directory> \
--public_csv <public_csv_directory> \
--private_csv <private_csv_directory> \
--output_path <output_path>
bash ./run_reproduce.sh
@misc{
title = {multimodal_pathological_voice_classification},
author = {Chun-Hsien Chen, Shu-Cheng Zheng, Jia-Wei Liao, Yi-Cheng Hung},
url = {https://github.com/jwliao1209/Audio-Classification},
year = {2023}
}