|
f@0
|
1 Re-Evaluation of the Scattering Transform
|
|
f@2
|
2 Version 0.0.2
|
|
f@0
|
3 October 2015
|
|
f@0
|
4
|
|
f@1
|
5 Contact: Francisco Rodríguez-Algarra (f.rodriguezalgarra@qmul.ac.uk)
|
|
f@0
|
6
|
|
f@0
|
7 * LICENSING AND ATTRIBUTION INFORMATION
|
|
f@0
|
8
|
|
f@0
|
9 Copyright (c) 2013 Stéphane Mallat, Laurent Sifre, Joakim Andén, Michel Kapoko, Edouard Oyallon, and Vincent Lostanlen.
|
|
f@0
|
10 Copyright (c) 2015 Francisco Rodríguez-Algarra, and Bob L. Sturm.
|
|
f@0
|
11
|
|
f@0
|
12 For licensing information see the file named LICENSE.
|
|
f@0
|
13
|
|
f@0
|
14 This code is mainly based on the code provided with the following paper:
|
|
f@0
|
15 J. Andén, and S. Mallat, "Deep Scattering Spectrum", IEEE Transactions on Signal Processing, vol. 62, pp. 4114-4128, 2014.
|
|
f@0
|
16
|
|
f@0
|
17 If you use this code, please cite the following paper:
|
|
f@0
|
18 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.
|
|
f@0
|
19
|
|
f@0
|
20 * USAGE
|
|
f@0
|
21
|
|
f@0
|
22 This code requires the following libraries:
|
|
f@0
|
23 - ScatNet v0.2
|
|
f@0
|
24 - Compact LIBSVM v0.1
|
|
f@0
|
25 Both libraries can be obtained in: http://www.di.ens.fr/data/software/
|
|
f@0
|
26
|
|
f@0
|
27 It also requires the GTZAN music dataset, available at: http://opihi.cs.uvic.ca/sound/genres.tar.gz
|
|
f@0
|
28
|
|
f@2
|
29 In order to run the experiments, you first need to edit the file "scatter_reeval.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.
|
|
f@0
|
30
|
|
f@0
|
31 You can also modify the location where the results of the experiments will be stored changing the value of the "results_dir" variable.
|
|
f@0
|
32
|
|
f@2
|
33 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.
|
|
f@0
|
34
|
|
f@0
|
35
|
