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Q: Independent component analysis on mono signal ( No Answer,   2 Comments )
Question  
Subject: Independent component analysis on mono signal
Category: Computers > Algorithms
Asked by: ahroon-ga
List Price: $35.00
Posted: 01 Apr 2004 17:44 PST
Expires: 02 Apr 2004 17:50 PST
Question ID: 323844
Hi,
   Im trying to do Independent Component analysis on Mono signal.This
means extracting music or voice or effects from a mono signal which
has a mixture of all these three.It is extracting the source from just
one mixture(mono sound file) .Anybody could help me about how to do
it?

Clarification of Question by ahroon-ga on 01 Apr 2004 17:47 PST
I would need a model using principal component analysis or
indepenedent componetn analysis or anyother method.
Answer  
There is no answer at this time.

Comments  
Subject: Re: Independent component analysis on mono signal
From: s3com-ga on 02 Apr 2004 03:33 PST
 
hi. read below.

Automatic music transcription and audio source separation
M D Plumbley, S A Abdallah,
Department of Electronic Engineering, King?s College London, Strand,
London WC2R 2LS, U

http://www.elec.qmul.ac.uk/staffinfo/markp/2001/PlumbleyEtAl01-CybSys.pdf


ica
Independent Component Analysis 
(V0.04)

INTRODUCTION 

The ica program provides source separation for a number or mixed
signals where the number of recordings is equal to the number of the
sources. A good description of the ICA algorithm used can be
found in [1]. The non-linearity used to perform the separation is
based on either the exp() or tanh() function.

http://www.sedal.usyd.edu.au/~pstepien/Programs/ica/



The kernel-ica package is a  Matlab program that implements the Kernel
ICA algorithm for independent component analysis (ICA).
http://www.cs.berkeley.edu/~fbach/kernel-ica/


regards.
Subject: Re: Independent component analysis on mono signal
From: neilzero-ga on 02 Apr 2004 07:41 PST
 
Perhaps Plumbly and Abdulla have devised a way to identify what was
mixed to make a sound track, but I suspect it is very rough, and makes
errors when unususual sounds are put on a sound track. Perhaps an
experience sound mixing person could help the machine make better
guesses.   Neil

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