Download

Source code available at https://github.com/rserizel/TGNMF

Getting Started

A short example is available as at https://github.com/rserizel/TGNMF/blob/master/TGNMF_howto.ipynb

Citing

If you are using this source code please consider citing one of the following papers:

References

[1]
  1. Bisot, R. Serizel, S. Essid, and G. Richard. “Feature Learning with Matrix Factorization Applied to Acoustic Scene Classification”. Accepted for publication in IEEE Transactions on Audio, Speech and Language Processing, 2017
[2]
  1. Serizel, V.Bisot, S. Essid, and G. Richard. “Supervised group nonnegative matrix factorisation with similarity constraints and applications to speaker identification”. In Proc. of 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017.
 
@article{bisot2017TASLP,
title={Feature Learning with Matrix Factorization Applied to Acoustic Scene Classification},
author={Serizel, Romain and Bisot, Victor and Essid, Slim and Richard, Ga{\"e}l},
journal={IEEE Transactions on Audio, Speech and Language Processing},
pages={14},
year={2017},
organization={IEEE}
}

@inproceedings{serizel2017ICASSP,
title={Supervised group nonnegative matrix factorisation with similarity constraints and applications to speaker identification},
author={Serizel, Romain and Bisot, Victor and Essid, Slim and Richard, Ga{\"e}l},
booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
pages={5},
year={2017},
organization={IEEE}
}