Non-negative tensor factorisation for sound source separation
Identifieur interne :
000001 ( PascalFrancis/Curation );
précédent :
000000;
suivant :
000002
Non-negative tensor factorisation for sound source separation
Auteurs : Derry Fitzgerald ;
Matt Cranitch [
Irlande (pays)] ;
Eugene Coyle [
Irlande (pays)]
Source :
-
IEE conference publication
RBID : Pascal:06-0140008
Descripteurs français
- Pascal (Inist)
- Factorisation,
Source sonore,
Estimation paramètre,
Séparation source,
Algorithme,
Méthode matricielle,
Décomposition matricielle,
Performance algorithme,
Système 2 canaux,
Instrument musique,
Estimation signal,
Traitement signal.
English descriptors
- KwdEn :
- Algorithm,
Algorithm performance,
Factorization,
Matrix decomposition,
Matrix method,
Musical instrument,
Parameter estimation,
Signal estimation,
Signal processing,
Sound source,
Source separation,
Two channel system.
Abstract
An algorithm for Non-negative Tensor Factorisation is introduced which extends current matrix factorisation techniques to deal with tensors. The effectiveness of the algorithm is then demonstrated through tests on synthetic data. The algorithm is then employed as a means of performing sound source separation on two channel mixtures, and the separation capabilities of the algorithm demonstrated on a two channel mixture containing saxophone, strings and bass guitar.
| pA |
| A05 | | | | @2 511 |
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| A08 | 01 | 1 | ENG | @1 Non-negative tensor factorisation for sound source separation |
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| A09 | 01 | 1 | ENG | @1 IEE Irish signals and systems conference 2005 : Dublin Ireland, 1-2 September 2005 |
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| A11 | 01 | 1 | | @1 FITZGERALD (Derry) |
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| A11 | 02 | 1 | | @1 CRANITCH (Matt) |
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| A11 | 03 | 1 | | @1 COYLE (Eugene) |
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| A14 | 01 | | | @1 Dept. of Electronic Engineering, Cork Institute of Technology Rossa Avenue @2 Bishopstown, Cork @3 IRL @Z 2 aut. |
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| A14 | 02 | | | @1 Department of Electronic Engineering, Dublin Institute of Technology Kevin St @2 Dublin @3 IRL @Z 3 aut. |
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| A20 | | | | @1 8-12 |
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| A21 | | | | @1 2005 |
|---|
| A23 | 01 | | | @0 ENG |
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| A26 | 01 | | | @0 0-86341-549-0 |
|---|
| A43 | 01 | | | @1 INIST @2 12497 @5 354000138725780020 |
|---|
| A44 | | | | @0 0000 @1 © 2006 INIST-CNRS. All rights reserved. |
|---|
| A45 | | | | @0 16 ref. |
|---|
| A47 | 01 | 1 | | @0 06-0140008 |
|---|
| A60 | | | | @1 P @2 C |
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| A61 | | | | @0 A |
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| A64 | 01 | 2 | | @0 IEE conference publication |
|---|
| A66 | 01 | | | @0 GBR |
|---|
| C01 | 01 | | ENG | @0 An algorithm for Non-negative Tensor Factorisation is introduced which extends current matrix factorisation techniques to deal with tensors. The effectiveness of the algorithm is then demonstrated through tests on synthetic data. The algorithm is then employed as a means of performing sound source separation on two channel mixtures, and the separation capabilities of the algorithm demonstrated on a two channel mixture containing saxophone, strings and bass guitar. |
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| C02 | 01 | X | | @0 001D04A04A2 |
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| C03 | 01 | X | FRE | @0 Factorisation @5 01 |
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| C03 | 01 | X | ENG | @0 Factorization @5 01 |
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| C03 | 01 | X | SPA | @0 Factorización @5 01 |
|---|
| C03 | 02 | X | FRE | @0 Source sonore @5 02 |
|---|
| C03 | 02 | X | ENG | @0 Sound source @5 02 |
|---|
| C03 | 02 | X | SPA | @0 Fuente sonora @5 02 |
|---|
| C03 | 03 | X | FRE | @0 Estimation paramètre @5 03 |
|---|
| C03 | 03 | X | ENG | @0 Parameter estimation @5 03 |
|---|
| C03 | 03 | X | SPA | @0 Estimación parámetro @5 03 |
|---|
| C03 | 04 | X | FRE | @0 Séparation source @5 04 |
|---|
| C03 | 04 | X | ENG | @0 Source separation @5 04 |
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| C03 | 04 | X | SPA | @0 Separación señal @5 04 |
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| C03 | 05 | X | FRE | @0 Algorithme @5 05 |
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| C03 | 05 | X | ENG | @0 Algorithm @5 05 |
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| C03 | 05 | X | SPA | @0 Algoritmo @5 05 |
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| C03 | 06 | X | FRE | @0 Méthode matricielle @5 06 |
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| C03 | 06 | X | ENG | @0 Matrix method @5 06 |
|---|
| C03 | 06 | X | SPA | @0 Método matriz @5 06 |
|---|
| C03 | 07 | X | FRE | @0 Décomposition matricielle @5 07 |
|---|
| C03 | 07 | X | ENG | @0 Matrix decomposition @5 07 |
|---|
| C03 | 07 | X | SPA | @0 Descomposición matricial @5 07 |
|---|
| C03 | 08 | X | FRE | @0 Performance algorithme @5 08 |
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| C03 | 08 | X | ENG | @0 Algorithm performance @5 08 |
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| C03 | 08 | X | SPA | @0 Resultado algoritmo @5 08 |
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| C03 | 09 | X | FRE | @0 Système 2 canaux @5 09 |
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| C03 | 09 | X | ENG | @0 Two channel system @5 09 |
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| C03 | 09 | X | SPA | @0 Sistema 2 canales @5 09 |
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| C03 | 10 | X | FRE | @0 Instrument musique @5 10 |
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| C03 | 10 | X | ENG | @0 Musical instrument @5 10 |
|---|
| C03 | 10 | X | SPA | @0 Instrumento musical @5 10 |
|---|
| C03 | 11 | X | FRE | @0 Estimation signal @5 31 |
|---|
| C03 | 11 | X | ENG | @0 Signal estimation @5 31 |
|---|
| C03 | 11 | X | SPA | @0 Estimación señal @5 31 |
|---|
| C03 | 12 | X | FRE | @0 Traitement signal @5 32 |
|---|
| C03 | 12 | X | ENG | @0 Signal processing @5 32 |
|---|
| C03 | 12 | X | SPA | @0 Procesamiento señal @5 32 |
|---|
| N21 | | | | @1 086 |
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| N44 | 01 | | | @1 OTO |
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| N82 | | | | @1 OTO |
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|
|---|
| pR |
| A30 | 01 | 1 | ENG | @1 IEE Irish signals and systems conference @3 Dublin IRL @4 2005-09-01 |
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|
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Pascal:06-0140008
Le document en format XML
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</author><author><name sortKey="Cranitch, Matt" sort="Cranitch, Matt" uniqKey="Cranitch M" first="Matt" last="Cranitch">Matt Cranitch</name>
<affiliation wicri:level="1"><inist:fA14 i1="01"><s1>Dept. of Electronic Engineering, Cork Institute of Technology Rossa Avenue</s1>
<s2>Bishopstown, Cork</s2>
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<sZ>2 aut.</sZ>
</inist:fA14><country>Irlande (pays)</country>
</affiliation><author><name sortKey="Coyle, Eugene" sort="Coyle, Eugene" uniqKey="Coyle E" first="Eugene" last="Coyle">Eugene Coyle</name>
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<affiliation wicri:level="1"><inist:fA14 i1="01"><s1>Dept. of Electronic Engineering, Cork Institute of Technology Rossa Avenue</s1>
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<term>Matrix decomposition</term>
<term>Matrix method</term>
<term>Musical instrument</term>
<term>Parameter estimation</term>
<term>Signal estimation</term>
<term>Signal processing</term>
<term>Sound source</term>
<term>Source separation</term>
<term>Two channel system</term>
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<term>Source sonore</term>
<term>Estimation paramètre</term>
<term>Séparation source</term>
<term>Algorithme</term>
<term>Méthode matricielle</term>
<term>Décomposition matricielle</term>
<term>Performance algorithme</term>
<term>Système 2 canaux</term>
<term>Instrument musique</term>
<term>Estimation signal</term>
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</keywords><front><div type="abstract" xml:lang="en">An algorithm for Non-negative Tensor Factorisation is introduced which extends current matrix factorisation techniques to deal with tensors. The effectiveness of the algorithm is then demonstrated through tests on synthetic data. The algorithm is then employed as a means of performing sound source separation on two channel mixtures, and the separation capabilities of the algorithm demonstrated on a two channel mixture containing saxophone, strings and bass guitar.</div>
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</fA11><fA11 i1="02" i2="1"><s1>CRANITCH (Matt)</s1>
</fA11><fA11 i1="03" i2="1"><s1>COYLE (Eugene)</s1>
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<s2>Dublin</s2>
<s3>IRL</s3>
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</fA64><fA66 i1="01"><s0>GBR</s0>
</fA66><fC01 i1="01" l="ENG"><s0>An algorithm for Non-negative Tensor Factorisation is introduced which extends current matrix factorisation techniques to deal with tensors. The effectiveness of the algorithm is then demonstrated through tests on synthetic data. The algorithm is then employed as a means of performing sound source separation on two channel mixtures, and the separation capabilities of the algorithm demonstrated on a two channel mixture containing saxophone, strings and bass guitar.</s0>
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<s5>06</s5>
</fC03><fC03 i1="06" i2="X" l="SPA"><s0>Método matriz</s0>
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</fC03><fC03 i1="07" i2="X" l="FRE"><s0>Décomposition matricielle</s0>
<s5>07</s5>
</fC03><fC03 i1="07" i2="X" l="ENG"><s0>Matrix decomposition</s0>
<s5>07</s5>
</fC03><fC03 i1="07" i2="X" l="SPA"><s0>Descomposición matricial</s0>
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</fC03><fC03 i1="08" i2="X" l="FRE"><s0>Performance algorithme</s0>
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<s5>09</s5>
</fC03><fC03 i1="09" i2="X" l="ENG"><s0>Two channel system</s0>
<s5>09</s5>
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<s5>09</s5>
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<s5>10</s5>
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</fC03><fC03 i1="11" i2="X" l="ENG"><s0>Signal estimation</s0>
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<s5>31</s5>
</fC03><fC03 i1="12" i2="X" l="FRE"><s0>Traitement signal</s0>
<s5>32</s5>
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<s5>32</s5>
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</fC03><fN21><s1>086</s1>
</fN21><fN44 i1="01"><s1>OTO</s1>
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<s3>Dublin IRL</s3>
<s4>2005-09-01</s4>
</fA30>
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