Mercurial > hg > scatter_reeval

Re-Evaluation of the Scattering Transform
Version 0.0.2
October 2015

Contact: Francisco Rodríguez-Algarra (f.rodriguezalgarra@qmul.ac.uk)

* LICENSING AND ATTRIBUTION INFORMATION

Copyright (c) 2013 Stéphane Mallat, Laurent Sifre, Joakim Andén, Michel Kapoko, Edouard Oyallon, and Vincent Lostanlen.
Copyright (c) 2015 Francisco Rodríguez-Algarra, and Bob L. Sturm.

For licensing information see the file named LICENSE.

This code is mainly based on the code provided with the following paper:
J. Andén, and S. Mallat, "Deep Scattering Spectrum", IEEE Transactions on Signal Processing, vol. 62, pp. 4114-4128, 2014.

If you use this code, please cite the following paper:
F. Rodríguez-Algarra and B. L. Sturm, "Re-Evaluating the Scattering Transform", in Proc. 16th International Society of Music Information Retrieval Conference (ISMIR'15), Málaga, Spain, Oct. 2015.

* USAGE

This code requires the following libraries:
- ScatNet v0.2
- Compact LIBSVM v0.1
Both libraries can be obtained in: http://www.di.ens.fr/data/software/

It also requires the GTZAN music dataset, available at: http://opihi.cs.uvic.ca/sound/genres.tar.gz

In order to run the experiments, you first need to edit the file "load_files.m", modifying the values of the variables "scatnet_path", "libsvm_compact_path", and "gtzan_path" to point at the locations of the libraries and the dataset in your own system.

You can also modify the location where the results of the experiments will be stored changing the value of the "results_dir" variable.

Once the variables have been properly modified, to run the experiments simply execute the script "scatter_reeval.m" in Matlab, or call the shell script "scatter_reeval.sh" from a Unix terminal.
author	Francisco Rodriguez Algarra <f.rodriguezalgarra@qmul.ac.uk>
date	Tue, 03 Nov 2015 21:24:41 +0000
parents	b1cd83874633
children