Code for the paper: Changhong Wang, Emmanouil Benetos, Vincent Lostanlen and Elaine Chew. Adaptive Scattering Transforms for Playing Technique Recognition, IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2022.

git clone https://github.com/changhongw/AdaptiveScattering.git

Download the CBFdataset from https://zenodo.org/record/5744336.

python feature_extraction.py

The adaptive scattering feature extraction code is based on the ScatNet, a MATLAB implementation of the scattering transform. However, we can run the code in Python using subprocess module.

python playing_technique_recognition.py > output.txt

@article{wang2022adaptive,
  title={Adaptive scattering transforms for playing technique recognition},
  author={Wang, Changhong and Benetos, Emmanouil and Lostanlen, Vincent and Chew, Elaine},
  journal={IEEE/ACM Transactions on Audio, Speech, and Language Processing},
  volume={30},
  pages={1407--1421},
  year={2022},
  publisher={IEEE}
}