MS-SincResNet: Joint learning of 1D and 2D kernels using multi-scale SincNet and ResNet for music genre classification
This paper has been accepted in ACM ICMR 2021.
Link: https://dl.acm.org/doi/abs/10.1145/3460426.3463619
# You can take main.py as reference for training.
python main.py
# You can take demo.py as reference for demonstration (also can obtain the leared 2D representation by using MS-SincResNet)
python demo.py
@inproceedings{chang2021ms,
title={MS-SincResNet: Joint learning of 1D and 2D kernels using multi-scale SincNet and ResNet for music genre classification},
author={Chang, Pei-Chun and Chen, Yong-Sheng and Lee, Chang-Hsing},
booktitle={Proceedings of the 2021 International Conference on Multimedia Retrieval},
pages={29--36},
year={2021}
}