AES E-Library

G. Richard, "Informed Audio Source Separation," Paper Keynote, (2014 January.). doi: G. Richard, "Informed Audio Source Separation," Paper Keynote, (2014 January.). doi:
Abstract: Audio source separation still remains very challenging in many situations, especially in the undetermined case, when there are fewer observations than sources. This is, in particular, the case of polyphonic music (e.g. with multiple individual sources) recorded in stereo (e.g. 2 channels). In order to improve audio source separation performances, many recent works have followed a so-called informed audio source separation approach, where the separation algorithm relies on some kind of additional information about the sources. The goal of this keynote is to make a comprehensive review of three major trends in informed audio source separation and to illustrate these trends with a number of demonstrative examples.

@article{richard2014informed,
author={richard, gaël},
journal={journal of the audio engineering society},
title={informed audio source separation},
year={2014},
volume={},
number={},
pages={},
doi={},
month={january},} @article{richard2014informed,
author={richard, gaël},
journal={journal of the audio engineering society},
title={informed audio source separation},
year={2014},
volume={},
number={},
pages={},
doi={},
month={january},
abstract={audio source separation still remains very challenging in many situations, especially in the undetermined case, when there are fewer observations than sources. this is, in particular, the case of polyphonic music (e.g. with multiple individual sources) recorded in stereo (e.g. 2 channels). in order to improve audio source separation performances, many recent works have followed a so-called informed audio source separation approach, where the separation algorithm relies on some kind of additional information about the sources. the goal of this keynote is to make a comprehensive review of three major trends in informed audio source separation and to illustrate these trends with a number of demonstrative examples.},}

TY - paper
TI - Informed Audio Source Separation
SP - EP -
AU - Richard, Gaël
PY - 2014
JO - Journal of the Audio Engineering Society
IS -
VO -
VL -
Y1 - January 2014 TY - paper
TI - Informed Audio Source Separation
SP - EP -
AU - Richard, Gaël
PY - 2014
JO - Journal of the Audio Engineering Society
IS -
VO -
VL -
Y1 - January 2014
AB - Audio source separation still remains very challenging in many situations, especially in the undetermined case, when there are fewer observations than sources. This is, in particular, the case of polyphonic music (e.g. with multiple individual sources) recorded in stereo (e.g. 2 channels). In order to improve audio source separation performances, many recent works have followed a so-called informed audio source separation approach, where the separation algorithm relies on some kind of additional information about the sources. The goal of this keynote is to make a comprehensive review of three major trends in informed audio source separation and to illustrate these trends with a number of demonstrative examples.