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Dan's working copy of the Matching Pursuit Toolkit
Home Page: https://gforge.inria.fr/projects/mptk/
License: GNU General Public License v2.0
This project forked from danstowell/mptk
Dan's working copy of the Matching Pursuit Toolkit
Home Page: https://gforge.inria.fr/projects/mptk/
License: GNU General Public License v2.0
The Matching Pursuit Tool Kit (MPTK) provides a fast implementation of the Matching Pursuit algorithm for the sparse decomposition of multichannel audio signals. It comprises a library, standalone utilities and wrappers for Matlab and Python enabling you to use MPTK directly and plot its results. What is MPTK ? MPTK provides an implementation of Matching Pursuit which is: * FAST: e.g., extract 1.5 million atoms from a 1 hour long, 16kHz audio signal (15dB extracted) in 0.25x real time on a Pentium [email protected], out of a dictionary of 178M Gabor atoms. Such incredible speed makes it possible to process "real world" signals. * FLEXIBLE: multi-channel, various signal input formats, flexible syntax to describe the dictionaries => reproducible results, cleaner experiments. * OPEN: modular architecture => add your own atoms ! Free distribution under the GPL. MPTK is mainly developed and maintained within the PANAMA Research Group (http://www.irisa.fr/panama) on audio signal processing, at the IRISA Research Institute (http://www.irisa.fr) in Rennes, France. To build MPTK yo will need some packages: -Libsndfile: at least version 1.0.11 -fftw: at least version 3.0.1 -Qt(OpenSource): at least version 4.3.1 For further informations see Build MPTK for Linux and OSX or Build MPTK for Windows (Win 32) in pdf. Available on the INRIA GFORGE MPTK project (https://gforge.inria.fr/projects/mptk/) under Docs/Misc For using MPTK utilities, please read the readme.txt located in the bin directory. If you have some questions about Matching Pursuit and MPTK, please refer to http://mptk.irisa.fr/
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