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: 


.. topic:: References

	.. [#] V. 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
	.. [#] R. 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}
		}