Multi-channel audio source separation using multiple deformed references
Identifieur interne : 000474 ( Main/Exploration ); précédent : 000473; suivant : 000475Multi-channel audio source separation using multiple deformed references
Auteurs : Nathan Souviraà-Labastie [France] ; Anaik Olivero [France] ; Emmanuel Vincent [France] ; Frédéric Bimbot [France]Source :
- IEEE Transactions on Audio, Speech and Language Processing [ 1558-7916 ] ; 2015-06-25.
Abstract
We present a general multi-channel source separation framework where additional audio references are available for one (or more) source(s) of a given mixture.Each audio reference is another mixture which is supposed to contain at least one source similar to one of the target sources.Deformations between the sources of interest and their references are modeled in a linear manner using a generic formulation.This is done by adding transformation matrices to an excitation-filter model, hence affecting different axes, namely frequency, dictionary component or time. A nonnegative matrix co-factorization algorithm and a generalized expectation-maximization algorithm are used to estimate the parameters of the model.Different model parameterizations and different combinations of algorithms are tested on music plus voice mixtures guided by music and/or voice references and on professionally-produced music recordings guided by cover references.Our algorithms improve the signal-to-distortion ratio (SDR) of the sources with the lowest intensity by 9 to 15 decibels (dB) with respect to original mixtures.
Url:
Affiliations:
- France
- Grand Est, Lorraine (région), Région Bretagne
- Lorient, Metz, Nancy, Rennes
- Université de Bretagne-Sud, Université de Lorraine, Université de Rennes 1, Université européenne de Bretagne
Links toward previous steps (curation, corpus...)
- to stream Hal, to step Corpus: 003403
- to stream Hal, to step Curation: 003403
- to stream Hal, to step Checkpoint: 000454
- to stream Main, to step Merge: 000474
- to stream Main, to step Curation: 000474
Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Multi-channel audio source separation using multiple deformed references</title><author><name sortKey="Souviraa Labastie, Nathan" sort="Souviraa Labastie, Nathan" uniqKey="Souviraa Labastie N" first="Nathan" last="Souviraà-Labastie">Nathan Souviraà-Labastie</name><affiliation wicri:level="1"><hal:affiliation type="researchteam" xml:id="struct-210613" status="VALID"><idno type="RNSR">201321091Y</idno><orgName>Parcimonie et Nouveaux Algorithmes pour le Signal et la Modélisation Audio</orgName><orgName type="acronym">PANAMA</orgName><desc><address><addrLine>Campus de Beaulieu 35042 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/equipes/panama</ref></desc><listRelation><relation active="#struct-419153" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-419366" type="direct"></relation><relation active="#struct-105128" type="indirect"></relation><relation active="#struct-105160" type="indirect"></relation><relation active="#struct-172265" type="indirect"></relation><relation active="#struct-247362" type="indirect"></relation><relation active="#struct-300812" type="indirect"></relation><relation name="- RENNES" active="#struct-301232" type="indirect"></relation><relation active="#struct-301262" type="indirect"></relation><relation name="UMR6074" active="#struct-441569" type="indirect"></relation></listRelation><tutelles><tutelle active="#struct-419153" type="direct"><org type="laboratory" xml:id="struct-419153" status="VALID"><idno type="RNSR">198018249C</idno><orgName>Inria Rennes – Bretagne Atlantique </orgName><desc><address><addrLine>Campus de beaulieu35042 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/centre/rennes</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-300009" type="indirect"><org type="institution" xml:id="struct-300009" status="VALID"><orgName>Institut National de Recherche en Informatique et en Automatique</orgName><orgName type="acronym">Inria</orgName><desc><address><addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/en/</ref></desc></org></tutelle><tutelle active="#struct-419366" type="direct"><org type="department" xml:id="struct-419366" status="VALID"><orgName>SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE</orgName><orgName type="acronym">IRISA-D5</orgName><desc><address><country key="FR"></country></address><ref type="url">https://www.irisa.fr/fr/departements/d5-signaux-images-numeriques-robotique</ref></desc><listRelation><relation active="#struct-105128" type="direct"></relation><relation active="#struct-105160" type="indirect"></relation><relation active="#struct-172265" type="indirect"></relation><relation active="#struct-247362" type="indirect"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-300812" type="indirect"></relation><relation name="- RENNES" active="#struct-301232" type="indirect"></relation><relation active="#struct-301262" type="indirect"></relation><relation name="UMR6074" active="#struct-441569" type="indirect"></relation></listRelation></org></tutelle><tutelle active="#struct-105128" type="indirect"><org type="laboratory" xml:id="struct-105128" status="VALID"><idno type="IdRef">026386909</idno><idno type="RNSR">200012163A</idno><orgName>Institut de Recherche en Informatique et Systèmes Aléatoires</orgName><orgName type="acronym">IRISA</orgName><date type="start">2000</date><desc><address><addrLine>Avenue du général LeclercCampus de Beaulieu 35042 RENNES CEDEX</addrLine><country key="FR"></country></address><ref type="url">http://www.irisa.fr</ref></desc><listRelation><relation name="UMR6074" active="#struct-441569" type="direct"></relation><relation active="#struct-172265" type="direct"></relation><relation active="#struct-105160" type="direct"></relation><relation active="#struct-247362" type="direct"></relation><relation active="#struct-300009" type="direct"></relation><relation active="#struct-300812" type="direct"></relation><relation name="- RENNES" active="#struct-301232" type="direct"></relation><relation active="#struct-301262" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-105160" type="indirect"><org type="institution" xml:id="struct-105160" status="VALID"><orgName>Université de Rennes 1</orgName><orgName type="acronym">UR1</orgName><desc><address><addrLine>2 rue du Thabor - CS 46510 - 35065 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-rennes1.fr/</ref></desc></org></tutelle><tutelle active="#struct-172265" type="indirect"><org type="institution" xml:id="struct-172265" status="VALID"><orgName>Université de Bretagne Sud</orgName><orgName type="acronym">UBS</orgName><desc><address><addrLine>BP 92116 - 56321 Lorient cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-ubs.fr/</ref></desc></org></tutelle><tutelle active="#struct-247362" type="indirect"><org type="institution" xml:id="struct-247362" status="VALID"><orgName>École normale supérieure - Rennes</orgName><orgName type="acronym">ENS Rennes</orgName><desc><address><addrLine>Campus de Ker Lann - avenue Robert Schuman - 35170 Bruz</addrLine><country key="FR"></country></address><ref type="url">http://www.ens-rennes.fr</ref></desc></org></tutelle><tutelle active="#struct-300812" type="indirect"><org type="institution" xml:id="struct-300812" status="VALID"><orgName>SUPELEC</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle name="- RENNES" active="#struct-301232" type="indirect"><org type="institution" xml:id="struct-301232" status="VALID"><orgName>Institut National des Sciences Appliquées</orgName><orgName type="acronym">INSA</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle active="#struct-301262" type="indirect"><org type="institution" xml:id="struct-301262" status="VALID"><orgName>Télécom Bretagne</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle name="UMR6074" active="#struct-441569" type="indirect"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="ISNI">0000000122597504</idno><idno type="IdRef">02636817X</idno><orgName>Centre National de la Recherche Scientifique</orgName><orgName type="acronym">CNRS</orgName><date type="start">1939-10-19</date><desc><address><country key="FR"></country></address><ref type="url">http://www.cnrs.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Rennes</settlement><region type="region" nuts="2">Région Bretagne</region></placeName><orgName type="university">Université de Rennes 1</orgName><orgName type="institution" wicri:auto="newGroup">Université européenne de Bretagne</orgName><placeName><settlement type="city">Lorient</settlement><region type="region" nuts="2">Région Bretagne</region></placeName><orgName type="university">Université de Bretagne-Sud</orgName><orgName type="institution" wicri:auto="newGroup">Université européenne de Bretagne</orgName></affiliation></author><author><name sortKey="Olivero, Anaik" sort="Olivero, Anaik" uniqKey="Olivero A" first="Anaik" last="Olivero">Anaik Olivero</name><affiliation wicri:level="1"><hal:affiliation type="researchteam" xml:id="struct-210613" status="VALID"><idno type="RNSR">201321091Y</idno><orgName>Parcimonie et Nouveaux Algorithmes pour le Signal et la Modélisation Audio</orgName><orgName type="acronym">PANAMA</orgName><desc><address><addrLine>Campus de Beaulieu 35042 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/equipes/panama</ref></desc><listRelation><relation active="#struct-419153" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-419366" type="direct"></relation><relation active="#struct-105128" type="indirect"></relation><relation active="#struct-105160" type="indirect"></relation><relation active="#struct-172265" type="indirect"></relation><relation active="#struct-247362" type="indirect"></relation><relation active="#struct-300812" type="indirect"></relation><relation name="- RENNES" active="#struct-301232" type="indirect"></relation><relation active="#struct-301262" type="indirect"></relation><relation name="UMR6074" active="#struct-441569" type="indirect"></relation></listRelation><tutelles><tutelle active="#struct-419153" type="direct"><org type="laboratory" xml:id="struct-419153" status="VALID"><idno type="RNSR">198018249C</idno><orgName>Inria Rennes – Bretagne Atlantique </orgName><desc><address><addrLine>Campus de beaulieu35042 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/centre/rennes</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-300009" type="indirect"><org type="institution" xml:id="struct-300009" status="VALID"><orgName>Institut National de Recherche en Informatique et en Automatique</orgName><orgName type="acronym">Inria</orgName><desc><address><addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/en/</ref></desc></org></tutelle><tutelle active="#struct-419366" type="direct"><org type="department" xml:id="struct-419366" status="VALID"><orgName>SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE</orgName><orgName type="acronym">IRISA-D5</orgName><desc><address><country key="FR"></country></address><ref type="url">https://www.irisa.fr/fr/departements/d5-signaux-images-numeriques-robotique</ref></desc><listRelation><relation active="#struct-105128" type="direct"></relation><relation active="#struct-105160" type="indirect"></relation><relation active="#struct-172265" type="indirect"></relation><relation active="#struct-247362" type="indirect"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-300812" type="indirect"></relation><relation name="- RENNES" active="#struct-301232" type="indirect"></relation><relation active="#struct-301262" type="indirect"></relation><relation name="UMR6074" active="#struct-441569" type="indirect"></relation></listRelation></org></tutelle><tutelle active="#struct-105128" type="indirect"><org type="laboratory" xml:id="struct-105128" status="VALID"><idno type="IdRef">026386909</idno><idno type="RNSR">200012163A</idno><orgName>Institut de Recherche en Informatique et Systèmes Aléatoires</orgName><orgName type="acronym">IRISA</orgName><date type="start">2000</date><desc><address><addrLine>Avenue du général LeclercCampus de Beaulieu 35042 RENNES CEDEX</addrLine><country key="FR"></country></address><ref type="url">http://www.irisa.fr</ref></desc><listRelation><relation name="UMR6074" active="#struct-441569" type="direct"></relation><relation active="#struct-172265" type="direct"></relation><relation active="#struct-105160" type="direct"></relation><relation active="#struct-247362" type="direct"></relation><relation active="#struct-300009" type="direct"></relation><relation active="#struct-300812" type="direct"></relation><relation name="- RENNES" active="#struct-301232" type="direct"></relation><relation active="#struct-301262" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-105160" type="indirect"><org type="institution" xml:id="struct-105160" status="VALID"><orgName>Université de Rennes 1</orgName><orgName type="acronym">UR1</orgName><desc><address><addrLine>2 rue du Thabor - CS 46510 - 35065 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-rennes1.fr/</ref></desc></org></tutelle><tutelle active="#struct-172265" type="indirect"><org type="institution" xml:id="struct-172265" status="VALID"><orgName>Université de Bretagne Sud</orgName><orgName type="acronym">UBS</orgName><desc><address><addrLine>BP 92116 - 56321 Lorient cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-ubs.fr/</ref></desc></org></tutelle><tutelle active="#struct-247362" type="indirect"><org type="institution" xml:id="struct-247362" status="VALID"><orgName>École normale supérieure - Rennes</orgName><orgName type="acronym">ENS Rennes</orgName><desc><address><addrLine>Campus de Ker Lann - avenue Robert Schuman - 35170 Bruz</addrLine><country key="FR"></country></address><ref type="url">http://www.ens-rennes.fr</ref></desc></org></tutelle><tutelle active="#struct-300812" type="indirect"><org type="institution" xml:id="struct-300812" status="VALID"><orgName>SUPELEC</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle name="- RENNES" active="#struct-301232" type="indirect"><org type="institution" xml:id="struct-301232" status="VALID"><orgName>Institut National des Sciences Appliquées</orgName><orgName type="acronym">INSA</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle active="#struct-301262" type="indirect"><org type="institution" xml:id="struct-301262" status="VALID"><orgName>Télécom Bretagne</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle name="UMR6074" active="#struct-441569" type="indirect"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="ISNI">0000000122597504</idno><idno type="IdRef">02636817X</idno><orgName>Centre National de la Recherche Scientifique</orgName><orgName type="acronym">CNRS</orgName><date type="start">1939-10-19</date><desc><address><country key="FR"></country></address><ref type="url">http://www.cnrs.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Rennes</settlement><region type="region" nuts="2">Région Bretagne</region></placeName><orgName type="university">Université de Rennes 1</orgName><orgName type="institution" wicri:auto="newGroup">Université européenne de Bretagne</orgName><placeName><settlement type="city">Lorient</settlement><region type="region" nuts="2">Région Bretagne</region></placeName><orgName type="university">Université de Bretagne-Sud</orgName><orgName type="institution" wicri:auto="newGroup">Université européenne de Bretagne</orgName></affiliation></author><author><name sortKey="Vincent, Emmanuel" sort="Vincent, Emmanuel" uniqKey="Vincent E" first="Emmanuel" last="Vincent">Emmanuel Vincent</name><affiliation wicri:level="1"><hal:affiliation type="researchteam" xml:id="struct-420403" status="VALID"><idno type="RNSR">201421147E</idno><orgName>Speech Modeling for Facilitating Oral-Based Communication</orgName><orgName type="acronym">MULTISPEECH</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.inria.fr/equipes/multispeech</ref></desc><listRelation><relation active="#struct-129671" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-423086" type="direct"></relation><relation active="#struct-206040" type="indirect"></relation><relation active="#struct-413289" type="indirect"></relation><relation name="UMR7503" active="#struct-441569" type="indirect"></relation></listRelation><tutelles><tutelle active="#struct-129671" type="direct"><org type="laboratory" xml:id="struct-129671" status="VALID"><idno type="RNSR">198618246Y</idno><orgName>INRIA Nancy - Grand Est</orgName><desc><address><addrLine>615 rue du Jardin Botanique 54600 Villers-lès-Nancy</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/nancy</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-300009" type="indirect"><org type="institution" xml:id="struct-300009" status="VALID"><orgName>Institut National de Recherche en Informatique et en Automatique</orgName><orgName type="acronym">Inria</orgName><desc><address><addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/en/</ref></desc></org></tutelle><tutelle active="#struct-423086" type="direct"><org type="department" xml:id="struct-423086" status="VALID"><orgName>Department of Natural Language Processing & Knowledge Discovery</orgName><orgName type="acronym">LORIA - NLPKD</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.loria.fr/la-recherche-en/departements/Knowledge-and-Language-Management</ref></desc><listRelation><relation active="#struct-206040" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-413289" type="indirect"></relation><relation name="UMR7503" active="#struct-441569" type="indirect"></relation></listRelation></org></tutelle><tutelle active="#struct-206040" type="indirect"><org type="laboratory" xml:id="struct-206040" status="VALID"><idno type="IdRef">067077927</idno><idno type="RNSR">198912571S</idno><idno type="IdUnivLorraine">[UL]RSI--</idno><orgName>Laboratoire Lorrain de Recherche en Informatique et ses Applications</orgName><orgName type="acronym">LORIA</orgName><date type="start">2012-01-01</date><desc><address><addrLine>Campus Scientifique BP 239 54506 Vandoeuvre-lès-Nancy Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.loria.fr</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation><relation active="#struct-413289" type="direct"></relation><relation name="UMR7503" active="#struct-441569" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-413289" type="indirect"><org type="institution" xml:id="struct-413289" status="VALID"><idno type="IdRef">157040569</idno><idno type="IdUnivLorraine">[UL]100--</idno><orgName>Université de Lorraine</orgName><orgName type="acronym">UL</orgName><date type="start">2012-01-01</date><desc><address><addrLine>34 cours Léopold - CS 25233 - 54052 Nancy cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-lorraine.fr/</ref></desc></org></tutelle><tutelle name="UMR7503" active="#struct-441569" type="indirect"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="ISNI">0000000122597504</idno><idno type="IdRef">02636817X</idno><orgName>Centre National de la Recherche Scientifique</orgName><orgName type="acronym">CNRS</orgName><date type="start">1939-10-19</date><desc><address><country key="FR"></country></address><ref type="url">http://www.cnrs.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Nancy</settlement><settlement type="city">Metz</settlement><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Lorraine (région)</region></placeName><orgName type="university">Université de Lorraine</orgName></affiliation></author><author><name sortKey="Bimbot, Frederic" sort="Bimbot, Frederic" uniqKey="Bimbot F" first="Frédéric" last="Bimbot">Frédéric Bimbot</name><affiliation wicri:level="1"><hal:affiliation type="researchteam" xml:id="struct-210613" status="VALID"><idno type="RNSR">201321091Y</idno><orgName>Parcimonie et Nouveaux Algorithmes pour le Signal et la Modélisation Audio</orgName><orgName type="acronym">PANAMA</orgName><desc><address><addrLine>Campus de Beaulieu 35042 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/equipes/panama</ref></desc><listRelation><relation active="#struct-419153" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-419366" type="direct"></relation><relation active="#struct-105128" type="indirect"></relation><relation active="#struct-105160" type="indirect"></relation><relation active="#struct-172265" type="indirect"></relation><relation active="#struct-247362" type="indirect"></relation><relation active="#struct-300812" type="indirect"></relation><relation name="- RENNES" active="#struct-301232" type="indirect"></relation><relation active="#struct-301262" type="indirect"></relation><relation name="UMR6074" active="#struct-441569" type="indirect"></relation></listRelation><tutelles><tutelle active="#struct-419153" type="direct"><org type="laboratory" xml:id="struct-419153" status="VALID"><idno type="RNSR">198018249C</idno><orgName>Inria Rennes – Bretagne Atlantique </orgName><desc><address><addrLine>Campus de beaulieu35042 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/centre/rennes</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-300009" type="indirect"><org type="institution" xml:id="struct-300009" status="VALID"><orgName>Institut National de Recherche en Informatique et en Automatique</orgName><orgName type="acronym">Inria</orgName><desc><address><addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/en/</ref></desc></org></tutelle><tutelle active="#struct-419366" type="direct"><org type="department" xml:id="struct-419366" status="VALID"><orgName>SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE</orgName><orgName type="acronym">IRISA-D5</orgName><desc><address><country key="FR"></country></address><ref type="url">https://www.irisa.fr/fr/departements/d5-signaux-images-numeriques-robotique</ref></desc><listRelation><relation active="#struct-105128" type="direct"></relation><relation active="#struct-105160" type="indirect"></relation><relation active="#struct-172265" type="indirect"></relation><relation active="#struct-247362" type="indirect"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-300812" type="indirect"></relation><relation name="- RENNES" active="#struct-301232" type="indirect"></relation><relation active="#struct-301262" type="indirect"></relation><relation name="UMR6074" active="#struct-441569" type="indirect"></relation></listRelation></org></tutelle><tutelle active="#struct-105128" type="indirect"><org type="laboratory" xml:id="struct-105128" status="VALID"><idno type="IdRef">026386909</idno><idno type="RNSR">200012163A</idno><orgName>Institut de Recherche en Informatique et Systèmes Aléatoires</orgName><orgName type="acronym">IRISA</orgName><date type="start">2000</date><desc><address><addrLine>Avenue du général LeclercCampus de Beaulieu 35042 RENNES CEDEX</addrLine><country key="FR"></country></address><ref type="url">http://www.irisa.fr</ref></desc><listRelation><relation name="UMR6074" active="#struct-441569" type="direct"></relation><relation active="#struct-172265" type="direct"></relation><relation active="#struct-105160" type="direct"></relation><relation active="#struct-247362" type="direct"></relation><relation active="#struct-300009" type="direct"></relation><relation active="#struct-300812" type="direct"></relation><relation name="- RENNES" active="#struct-301232" type="direct"></relation><relation active="#struct-301262" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-105160" type="indirect"><org type="institution" xml:id="struct-105160" status="VALID"><orgName>Université de Rennes 1</orgName><orgName type="acronym">UR1</orgName><desc><address><addrLine>2 rue du Thabor - CS 46510 - 35065 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-rennes1.fr/</ref></desc></org></tutelle><tutelle active="#struct-172265" type="indirect"><org type="institution" xml:id="struct-172265" status="VALID"><orgName>Université de Bretagne Sud</orgName><orgName type="acronym">UBS</orgName><desc><address><addrLine>BP 92116 - 56321 Lorient cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-ubs.fr/</ref></desc></org></tutelle><tutelle active="#struct-247362" type="indirect"><org type="institution" xml:id="struct-247362" status="VALID"><orgName>École normale supérieure - Rennes</orgName><orgName type="acronym">ENS Rennes</orgName><desc><address><addrLine>Campus de Ker Lann - avenue Robert Schuman - 35170 Bruz</addrLine><country key="FR"></country></address><ref type="url">http://www.ens-rennes.fr</ref></desc></org></tutelle><tutelle active="#struct-300812" type="indirect"><org type="institution" xml:id="struct-300812" status="VALID"><orgName>SUPELEC</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle name="- RENNES" active="#struct-301232" type="indirect"><org type="institution" xml:id="struct-301232" status="VALID"><orgName>Institut National des Sciences Appliquées</orgName><orgName type="acronym">INSA</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle active="#struct-301262" type="indirect"><org type="institution" xml:id="struct-301262" status="VALID"><orgName>Télécom Bretagne</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle name="UMR6074" active="#struct-441569" type="indirect"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="ISNI">0000000122597504</idno><idno type="IdRef">02636817X</idno><orgName>Centre National de la Recherche Scientifique</orgName><orgName type="acronym">CNRS</orgName><date type="start">1939-10-19</date><desc><address><country key="FR"></country></address><ref type="url">http://www.cnrs.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Rennes</settlement><region type="region" nuts="2">Région Bretagne</region></placeName><orgName type="university">Université de Rennes 1</orgName><orgName type="institution" wicri:auto="newGroup">Université européenne de Bretagne</orgName><placeName><settlement type="city">Lorient</settlement><region type="region" nuts="2">Région Bretagne</region></placeName><orgName type="university">Université de Bretagne-Sud</orgName><orgName type="institution" wicri:auto="newGroup">Université européenne de Bretagne</orgName></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">HAL</idno><idno type="RBID">Hal:hal-01070298</idno><idno type="halId">hal-01070298</idno><idno type="halUri">https://hal.inria.fr/hal-01070298</idno><idno type="url">https://hal.inria.fr/hal-01070298</idno><date when="2015-06-25">2015-06-25</date><idno type="wicri:Area/Hal/Corpus">003403</idno><idno type="wicri:Area/Hal/Curation">003403</idno><idno type="wicri:Area/Hal/Checkpoint">000454</idno><idno type="wicri:explorRef" wicri:stream="Hal" wicri:step="Checkpoint">000454</idno><idno type="wicri:doubleKey">1558-7916:2015:Souviraa Labastie N:multi:channel:audio</idno><idno type="wicri:Area/Main/Merge">000474</idno><idno type="wicri:Area/Main/Curation">000474</idno><idno type="wicri:Area/Main/Exploration">000474</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Multi-channel audio source separation using multiple deformed references</title><author><name sortKey="Souviraa Labastie, Nathan" sort="Souviraa Labastie, Nathan" uniqKey="Souviraa Labastie N" first="Nathan" last="Souviraà-Labastie">Nathan Souviraà-Labastie</name><affiliation wicri:level="1"><hal:affiliation type="researchteam" xml:id="struct-210613" status="VALID"><idno type="RNSR">201321091Y</idno><orgName>Parcimonie et Nouveaux Algorithmes pour le Signal et la Modélisation Audio</orgName><orgName type="acronym">PANAMA</orgName><desc><address><addrLine>Campus de Beaulieu 35042 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/equipes/panama</ref></desc><listRelation><relation active="#struct-419153" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-419366" type="direct"></relation><relation active="#struct-105128" type="indirect"></relation><relation active="#struct-105160" type="indirect"></relation><relation active="#struct-172265" type="indirect"></relation><relation active="#struct-247362" type="indirect"></relation><relation active="#struct-300812" type="indirect"></relation><relation name="- RENNES" active="#struct-301232" type="indirect"></relation><relation active="#struct-301262" type="indirect"></relation><relation name="UMR6074" active="#struct-441569" type="indirect"></relation></listRelation><tutelles><tutelle active="#struct-419153" type="direct"><org type="laboratory" xml:id="struct-419153" status="VALID"><idno type="RNSR">198018249C</idno><orgName>Inria Rennes – Bretagne Atlantique </orgName><desc><address><addrLine>Campus de beaulieu35042 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/centre/rennes</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-300009" type="indirect"><org type="institution" xml:id="struct-300009" status="VALID"><orgName>Institut National de Recherche en Informatique et en Automatique</orgName><orgName type="acronym">Inria</orgName><desc><address><addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/en/</ref></desc></org></tutelle><tutelle active="#struct-419366" type="direct"><org type="department" xml:id="struct-419366" status="VALID"><orgName>SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE</orgName><orgName type="acronym">IRISA-D5</orgName><desc><address><country key="FR"></country></address><ref type="url">https://www.irisa.fr/fr/departements/d5-signaux-images-numeriques-robotique</ref></desc><listRelation><relation active="#struct-105128" type="direct"></relation><relation active="#struct-105160" type="indirect"></relation><relation active="#struct-172265" type="indirect"></relation><relation active="#struct-247362" type="indirect"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-300812" type="indirect"></relation><relation name="- RENNES" active="#struct-301232" type="indirect"></relation><relation active="#struct-301262" type="indirect"></relation><relation name="UMR6074" active="#struct-441569" type="indirect"></relation></listRelation></org></tutelle><tutelle active="#struct-105128" type="indirect"><org type="laboratory" xml:id="struct-105128" status="VALID"><idno type="IdRef">026386909</idno><idno type="RNSR">200012163A</idno><orgName>Institut de Recherche en Informatique et Systèmes Aléatoires</orgName><orgName type="acronym">IRISA</orgName><date type="start">2000</date><desc><address><addrLine>Avenue du général LeclercCampus de Beaulieu 35042 RENNES CEDEX</addrLine><country key="FR"></country></address><ref type="url">http://www.irisa.fr</ref></desc><listRelation><relation name="UMR6074" active="#struct-441569" type="direct"></relation><relation active="#struct-172265" type="direct"></relation><relation active="#struct-105160" type="direct"></relation><relation active="#struct-247362" type="direct"></relation><relation active="#struct-300009" type="direct"></relation><relation active="#struct-300812" type="direct"></relation><relation name="- RENNES" active="#struct-301232" type="direct"></relation><relation active="#struct-301262" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-105160" type="indirect"><org type="institution" xml:id="struct-105160" status="VALID"><orgName>Université de Rennes 1</orgName><orgName type="acronym">UR1</orgName><desc><address><addrLine>2 rue du Thabor - CS 46510 - 35065 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-rennes1.fr/</ref></desc></org></tutelle><tutelle active="#struct-172265" type="indirect"><org type="institution" xml:id="struct-172265" status="VALID"><orgName>Université de Bretagne Sud</orgName><orgName type="acronym">UBS</orgName><desc><address><addrLine>BP 92116 - 56321 Lorient cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-ubs.fr/</ref></desc></org></tutelle><tutelle active="#struct-247362" type="indirect"><org type="institution" xml:id="struct-247362" status="VALID"><orgName>École normale supérieure - Rennes</orgName><orgName type="acronym">ENS Rennes</orgName><desc><address><addrLine>Campus de Ker Lann - avenue Robert Schuman - 35170 Bruz</addrLine><country key="FR"></country></address><ref type="url">http://www.ens-rennes.fr</ref></desc></org></tutelle><tutelle active="#struct-300812" type="indirect"><org type="institution" xml:id="struct-300812" status="VALID"><orgName>SUPELEC</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle name="- RENNES" active="#struct-301232" type="indirect"><org type="institution" xml:id="struct-301232" status="VALID"><orgName>Institut National des Sciences Appliquées</orgName><orgName type="acronym">INSA</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle active="#struct-301262" type="indirect"><org type="institution" xml:id="struct-301262" status="VALID"><orgName>Télécom Bretagne</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle name="UMR6074" active="#struct-441569" type="indirect"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="ISNI">0000000122597504</idno><idno type="IdRef">02636817X</idno><orgName>Centre National de la Recherche Scientifique</orgName><orgName type="acronym">CNRS</orgName><date type="start">1939-10-19</date><desc><address><country key="FR"></country></address><ref type="url">http://www.cnrs.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Rennes</settlement><region type="region" nuts="2">Région Bretagne</region></placeName><orgName type="university">Université de Rennes 1</orgName><orgName type="institution" wicri:auto="newGroup">Université européenne de Bretagne</orgName><placeName><settlement type="city">Lorient</settlement><region type="region" nuts="2">Région Bretagne</region></placeName><orgName type="university">Université de Bretagne-Sud</orgName><orgName type="institution" wicri:auto="newGroup">Université européenne de Bretagne</orgName></affiliation></author><author><name sortKey="Olivero, Anaik" sort="Olivero, Anaik" uniqKey="Olivero A" first="Anaik" last="Olivero">Anaik Olivero</name><affiliation wicri:level="1"><hal:affiliation type="researchteam" xml:id="struct-210613" status="VALID"><idno type="RNSR">201321091Y</idno><orgName>Parcimonie et Nouveaux Algorithmes pour le Signal et la Modélisation Audio</orgName><orgName type="acronym">PANAMA</orgName><desc><address><addrLine>Campus de Beaulieu 35042 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/equipes/panama</ref></desc><listRelation><relation active="#struct-419153" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-419366" type="direct"></relation><relation active="#struct-105128" type="indirect"></relation><relation active="#struct-105160" type="indirect"></relation><relation active="#struct-172265" type="indirect"></relation><relation active="#struct-247362" type="indirect"></relation><relation active="#struct-300812" type="indirect"></relation><relation name="- RENNES" active="#struct-301232" type="indirect"></relation><relation active="#struct-301262" type="indirect"></relation><relation name="UMR6074" active="#struct-441569" type="indirect"></relation></listRelation><tutelles><tutelle active="#struct-419153" type="direct"><org type="laboratory" xml:id="struct-419153" status="VALID"><idno type="RNSR">198018249C</idno><orgName>Inria Rennes – Bretagne Atlantique </orgName><desc><address><addrLine>Campus de beaulieu35042 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/centre/rennes</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-300009" type="indirect"><org type="institution" xml:id="struct-300009" status="VALID"><orgName>Institut National de Recherche en Informatique et en Automatique</orgName><orgName type="acronym">Inria</orgName><desc><address><addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/en/</ref></desc></org></tutelle><tutelle active="#struct-419366" type="direct"><org type="department" xml:id="struct-419366" status="VALID"><orgName>SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE</orgName><orgName type="acronym">IRISA-D5</orgName><desc><address><country key="FR"></country></address><ref type="url">https://www.irisa.fr/fr/departements/d5-signaux-images-numeriques-robotique</ref></desc><listRelation><relation active="#struct-105128" type="direct"></relation><relation active="#struct-105160" type="indirect"></relation><relation active="#struct-172265" type="indirect"></relation><relation active="#struct-247362" type="indirect"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-300812" type="indirect"></relation><relation name="- RENNES" active="#struct-301232" type="indirect"></relation><relation active="#struct-301262" type="indirect"></relation><relation name="UMR6074" active="#struct-441569" type="indirect"></relation></listRelation></org></tutelle><tutelle active="#struct-105128" type="indirect"><org type="laboratory" xml:id="struct-105128" status="VALID"><idno type="IdRef">026386909</idno><idno type="RNSR">200012163A</idno><orgName>Institut de Recherche en Informatique et Systèmes Aléatoires</orgName><orgName type="acronym">IRISA</orgName><date type="start">2000</date><desc><address><addrLine>Avenue du général LeclercCampus de Beaulieu 35042 RENNES CEDEX</addrLine><country key="FR"></country></address><ref type="url">http://www.irisa.fr</ref></desc><listRelation><relation name="UMR6074" active="#struct-441569" type="direct"></relation><relation active="#struct-172265" type="direct"></relation><relation active="#struct-105160" type="direct"></relation><relation active="#struct-247362" type="direct"></relation><relation active="#struct-300009" type="direct"></relation><relation active="#struct-300812" type="direct"></relation><relation name="- RENNES" active="#struct-301232" type="direct"></relation><relation active="#struct-301262" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-105160" type="indirect"><org type="institution" xml:id="struct-105160" status="VALID"><orgName>Université de Rennes 1</orgName><orgName type="acronym">UR1</orgName><desc><address><addrLine>2 rue du Thabor - CS 46510 - 35065 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-rennes1.fr/</ref></desc></org></tutelle><tutelle active="#struct-172265" type="indirect"><org type="institution" xml:id="struct-172265" status="VALID"><orgName>Université de Bretagne Sud</orgName><orgName type="acronym">UBS</orgName><desc><address><addrLine>BP 92116 - 56321 Lorient cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-ubs.fr/</ref></desc></org></tutelle><tutelle active="#struct-247362" type="indirect"><org type="institution" xml:id="struct-247362" status="VALID"><orgName>École normale supérieure - Rennes</orgName><orgName type="acronym">ENS Rennes</orgName><desc><address><addrLine>Campus de Ker Lann - avenue Robert Schuman - 35170 Bruz</addrLine><country key="FR"></country></address><ref type="url">http://www.ens-rennes.fr</ref></desc></org></tutelle><tutelle active="#struct-300812" type="indirect"><org type="institution" xml:id="struct-300812" status="VALID"><orgName>SUPELEC</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle name="- RENNES" active="#struct-301232" type="indirect"><org type="institution" xml:id="struct-301232" status="VALID"><orgName>Institut National des Sciences Appliquées</orgName><orgName type="acronym">INSA</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle active="#struct-301262" type="indirect"><org type="institution" xml:id="struct-301262" status="VALID"><orgName>Télécom Bretagne</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle name="UMR6074" active="#struct-441569" type="indirect"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="ISNI">0000000122597504</idno><idno type="IdRef">02636817X</idno><orgName>Centre National de la Recherche Scientifique</orgName><orgName type="acronym">CNRS</orgName><date type="start">1939-10-19</date><desc><address><country key="FR"></country></address><ref type="url">http://www.cnrs.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Rennes</settlement><region type="region" nuts="2">Région Bretagne</region></placeName><orgName type="university">Université de Rennes 1</orgName><orgName type="institution" wicri:auto="newGroup">Université européenne de Bretagne</orgName><placeName><settlement type="city">Lorient</settlement><region type="region" nuts="2">Région Bretagne</region></placeName><orgName type="university">Université de Bretagne-Sud</orgName><orgName type="institution" wicri:auto="newGroup">Université européenne de Bretagne</orgName></affiliation></author><author><name sortKey="Vincent, Emmanuel" sort="Vincent, Emmanuel" uniqKey="Vincent E" first="Emmanuel" last="Vincent">Emmanuel Vincent</name><affiliation wicri:level="1"><hal:affiliation type="researchteam" xml:id="struct-420403" status="VALID"><idno type="RNSR">201421147E</idno><orgName>Speech Modeling for Facilitating Oral-Based Communication</orgName><orgName type="acronym">MULTISPEECH</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.inria.fr/equipes/multispeech</ref></desc><listRelation><relation active="#struct-129671" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-423086" type="direct"></relation><relation active="#struct-206040" type="indirect"></relation><relation active="#struct-413289" type="indirect"></relation><relation name="UMR7503" active="#struct-441569" type="indirect"></relation></listRelation><tutelles><tutelle active="#struct-129671" type="direct"><org type="laboratory" xml:id="struct-129671" status="VALID"><idno type="RNSR">198618246Y</idno><orgName>INRIA Nancy - Grand Est</orgName><desc><address><addrLine>615 rue du Jardin Botanique 54600 Villers-lès-Nancy</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/nancy</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-300009" type="indirect"><org type="institution" xml:id="struct-300009" status="VALID"><orgName>Institut National de Recherche en Informatique et en Automatique</orgName><orgName type="acronym">Inria</orgName><desc><address><addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/en/</ref></desc></org></tutelle><tutelle active="#struct-423086" type="direct"><org type="department" xml:id="struct-423086" status="VALID"><orgName>Department of Natural Language Processing & Knowledge Discovery</orgName><orgName type="acronym">LORIA - NLPKD</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.loria.fr/la-recherche-en/departements/Knowledge-and-Language-Management</ref></desc><listRelation><relation active="#struct-206040" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-413289" type="indirect"></relation><relation name="UMR7503" active="#struct-441569" type="indirect"></relation></listRelation></org></tutelle><tutelle active="#struct-206040" type="indirect"><org type="laboratory" xml:id="struct-206040" status="VALID"><idno type="IdRef">067077927</idno><idno type="RNSR">198912571S</idno><idno type="IdUnivLorraine">[UL]RSI--</idno><orgName>Laboratoire Lorrain de Recherche en Informatique et ses Applications</orgName><orgName type="acronym">LORIA</orgName><date type="start">2012-01-01</date><desc><address><addrLine>Campus Scientifique BP 239 54506 Vandoeuvre-lès-Nancy Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.loria.fr</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation><relation active="#struct-413289" type="direct"></relation><relation name="UMR7503" active="#struct-441569" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-413289" type="indirect"><org type="institution" xml:id="struct-413289" status="VALID"><idno type="IdRef">157040569</idno><idno type="IdUnivLorraine">[UL]100--</idno><orgName>Université de Lorraine</orgName><orgName type="acronym">UL</orgName><date type="start">2012-01-01</date><desc><address><addrLine>34 cours Léopold - CS 25233 - 54052 Nancy cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-lorraine.fr/</ref></desc></org></tutelle><tutelle name="UMR7503" active="#struct-441569" type="indirect"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="ISNI">0000000122597504</idno><idno type="IdRef">02636817X</idno><orgName>Centre National de la Recherche Scientifique</orgName><orgName type="acronym">CNRS</orgName><date type="start">1939-10-19</date><desc><address><country key="FR"></country></address><ref type="url">http://www.cnrs.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Nancy</settlement><settlement type="city">Metz</settlement><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Lorraine (région)</region></placeName><orgName type="university">Université de Lorraine</orgName></affiliation></author><author><name sortKey="Bimbot, Frederic" sort="Bimbot, Frederic" uniqKey="Bimbot F" first="Frédéric" last="Bimbot">Frédéric Bimbot</name><affiliation wicri:level="1"><hal:affiliation type="researchteam" xml:id="struct-210613" status="VALID"><idno type="RNSR">201321091Y</idno><orgName>Parcimonie et Nouveaux Algorithmes pour le Signal et la Modélisation Audio</orgName><orgName type="acronym">PANAMA</orgName><desc><address><addrLine>Campus de Beaulieu 35042 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/equipes/panama</ref></desc><listRelation><relation active="#struct-419153" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-419366" type="direct"></relation><relation active="#struct-105128" type="indirect"></relation><relation active="#struct-105160" type="indirect"></relation><relation active="#struct-172265" type="indirect"></relation><relation active="#struct-247362" type="indirect"></relation><relation active="#struct-300812" type="indirect"></relation><relation name="- RENNES" active="#struct-301232" type="indirect"></relation><relation active="#struct-301262" type="indirect"></relation><relation name="UMR6074" active="#struct-441569" type="indirect"></relation></listRelation><tutelles><tutelle active="#struct-419153" type="direct"><org type="laboratory" xml:id="struct-419153" status="VALID"><idno type="RNSR">198018249C</idno><orgName>Inria Rennes – Bretagne Atlantique </orgName><desc><address><addrLine>Campus de beaulieu35042 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/centre/rennes</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-300009" type="indirect"><org type="institution" xml:id="struct-300009" status="VALID"><orgName>Institut National de Recherche en Informatique et en Automatique</orgName><orgName type="acronym">Inria</orgName><desc><address><addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/en/</ref></desc></org></tutelle><tutelle active="#struct-419366" type="direct"><org type="department" xml:id="struct-419366" status="VALID"><orgName>SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE</orgName><orgName type="acronym">IRISA-D5</orgName><desc><address><country key="FR"></country></address><ref type="url">https://www.irisa.fr/fr/departements/d5-signaux-images-numeriques-robotique</ref></desc><listRelation><relation active="#struct-105128" type="direct"></relation><relation active="#struct-105160" type="indirect"></relation><relation active="#struct-172265" type="indirect"></relation><relation active="#struct-247362" type="indirect"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-300812" type="indirect"></relation><relation name="- RENNES" active="#struct-301232" type="indirect"></relation><relation active="#struct-301262" type="indirect"></relation><relation name="UMR6074" active="#struct-441569" type="indirect"></relation></listRelation></org></tutelle><tutelle active="#struct-105128" type="indirect"><org type="laboratory" xml:id="struct-105128" status="VALID"><idno type="IdRef">026386909</idno><idno type="RNSR">200012163A</idno><orgName>Institut de Recherche en Informatique et Systèmes Aléatoires</orgName><orgName type="acronym">IRISA</orgName><date type="start">2000</date><desc><address><addrLine>Avenue du général LeclercCampus de Beaulieu 35042 RENNES CEDEX</addrLine><country key="FR"></country></address><ref type="url">http://www.irisa.fr</ref></desc><listRelation><relation name="UMR6074" active="#struct-441569" type="direct"></relation><relation active="#struct-172265" type="direct"></relation><relation active="#struct-105160" type="direct"></relation><relation active="#struct-247362" type="direct"></relation><relation active="#struct-300009" type="direct"></relation><relation active="#struct-300812" type="direct"></relation><relation name="- RENNES" active="#struct-301232" type="direct"></relation><relation active="#struct-301262" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-105160" type="indirect"><org type="institution" xml:id="struct-105160" status="VALID"><orgName>Université de Rennes 1</orgName><orgName type="acronym">UR1</orgName><desc><address><addrLine>2 rue du Thabor - CS 46510 - 35065 Rennes cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-rennes1.fr/</ref></desc></org></tutelle><tutelle active="#struct-172265" type="indirect"><org type="institution" xml:id="struct-172265" status="VALID"><orgName>Université de Bretagne Sud</orgName><orgName type="acronym">UBS</orgName><desc><address><addrLine>BP 92116 - 56321 Lorient cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-ubs.fr/</ref></desc></org></tutelle><tutelle active="#struct-247362" type="indirect"><org type="institution" xml:id="struct-247362" status="VALID"><orgName>École normale supérieure - Rennes</orgName><orgName type="acronym">ENS Rennes</orgName><desc><address><addrLine>Campus de Ker Lann - avenue Robert Schuman - 35170 Bruz</addrLine><country key="FR"></country></address><ref type="url">http://www.ens-rennes.fr</ref></desc></org></tutelle><tutelle active="#struct-300812" type="indirect"><org type="institution" xml:id="struct-300812" status="VALID"><orgName>SUPELEC</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle name="- RENNES" active="#struct-301232" type="indirect"><org type="institution" xml:id="struct-301232" status="VALID"><orgName>Institut National des Sciences Appliquées</orgName><orgName type="acronym">INSA</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle active="#struct-301262" type="indirect"><org type="institution" xml:id="struct-301262" status="VALID"><orgName>Télécom Bretagne</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle name="UMR6074" active="#struct-441569" type="indirect"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="ISNI">0000000122597504</idno><idno type="IdRef">02636817X</idno><orgName>Centre National de la Recherche Scientifique</orgName><orgName type="acronym">CNRS</orgName><date type="start">1939-10-19</date><desc><address><country key="FR"></country></address><ref type="url">http://www.cnrs.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Rennes</settlement><region type="region" nuts="2">Région Bretagne</region></placeName><orgName type="university">Université de Rennes 1</orgName><orgName type="institution" wicri:auto="newGroup">Université européenne de Bretagne</orgName><placeName><settlement type="city">Lorient</settlement><region type="region" nuts="2">Région Bretagne</region></placeName><orgName type="university">Université de Bretagne-Sud</orgName><orgName type="institution" wicri:auto="newGroup">Université européenne de Bretagne</orgName></affiliation></author></analytic><series><title level="j">IEEE Transactions on Audio, Speech and Language Processing</title><idno type="ISSN">1558-7916</idno><imprint><date type="datePub">2015-06-25</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">We present a general multi-channel source separation framework where additional audio references are available for one (or more) source(s) of a given mixture.Each audio reference is another mixture which is supposed to contain at least one source similar to one of the target sources.Deformations between the sources of interest and their references are modeled in a linear manner using a generic formulation.This is done by adding transformation matrices to an excitation-filter model, hence affecting different axes, namely frequency, dictionary component or time. A nonnegative matrix co-factorization algorithm and a generalized expectation-maximization algorithm are used to estimate the parameters of the model.Different model parameterizations and different combinations of algorithms are tested on music plus voice mixtures guided by music and/or voice references and on professionally-produced music recordings guided by cover references.Our algorithms improve the signal-to-distortion ratio (SDR) of the sources with the lowest intensity by 9 to 15 decibels (dB) with respect to original mixtures.</div></front></TEI><affiliations><list><country><li>France</li></country><region><li>Grand Est</li><li>Lorraine (région)</li><li>Région Bretagne</li></region><settlement><li>Lorient</li><li>Metz</li><li>Nancy</li><li>Rennes</li></settlement><orgName><li>Université de Bretagne-Sud</li><li>Université de Lorraine</li><li>Université de Rennes 1</li><li>Université européenne de Bretagne</li></orgName></list><tree><country name="France"><region name="Région Bretagne"><name sortKey="Souviraa Labastie, Nathan" sort="Souviraa Labastie, Nathan" uniqKey="Souviraa Labastie N" first="Nathan" last="Souviraà-Labastie">Nathan Souviraà-Labastie</name></region><name sortKey="Bimbot, Frederic" sort="Bimbot, Frederic" uniqKey="Bimbot F" first="Frédéric" last="Bimbot">Frédéric Bimbot</name><name sortKey="Olivero, Anaik" sort="Olivero, Anaik" uniqKey="Olivero A" first="Anaik" last="Olivero">Anaik Olivero</name><name sortKey="Vincent, Emmanuel" sort="Vincent, Emmanuel" uniqKey="Vincent E" first="Emmanuel" last="Vincent">Emmanuel Vincent</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Wicri/Lorraine/explor/InforLorV4/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000474 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 000474 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Wicri/Lorraine
|area= InforLorV4
|flux= Main
|étape= Exploration
|type= RBID
|clé= Hal:hal-01070298
|texte= Multi-channel audio source separation using multiple deformed references
}}
| This area was generated with Dilib version V0.6.33. |  |