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Drum source separation using percussive feature detection and spectral modulation

Identifieur interne : 000029 ( PascalFrancis/Corpus ); précédent : 000028; suivant : 000030

Drum source separation using percussive feature detection and spectral modulation

Auteurs : Dan Barry ; Derry Fitzgerald ; Eugene Coyle ; Bob Lawlor

Source :

RBID : Pascal:06-0140009

Descripteurs français

English descriptors

Abstract

We present a method for the separation and resynthesis of drum sources from single channel polyphonic mixtures. The frequency domain technique involves identifying the presence of a drum using a novel percussive feature detection function, after which the short-time magnitude spectrum is estimated and scaled according to an estimated time-amplitude function derived from the percussive measure. In addition to producing high quality separation results, the method we describe is also a useful pre-process for drum transcription techniques such as Prior Subspace Analysis in the presence of pitched instruments.

Notice en format standard (ISO 2709)

Pour connaître la documentation sur le format Inist Standard.

pA  
A05       @2 511
A08 01  1  ENG  @1 Drum source separation using percussive feature detection and spectral modulation
A09 01  1  ENG  @1 IEE Irish signals and systems conference 2005 : Dublin Ireland, 1-2 September 2005
A11 01  1    @1 BARRY (Dan)
A11 02  1    @1 FITZGERALD (Derry)
A11 03  1    @1 COYLE (Eugene)
A11 04  1    @1 LAWLOR (Bob)
A14 01      @1 Digital Audio Research Group, Dublin Institute of Technology, Kevin St @2 Dublin @3 IRL @Z 1 aut. @Z 3 aut.
A14 02      @1 Dept. Electrical Engineering, Cork Institute of Technology, Rossa Avenue @2 Bishopstown, Cork @3 IRL @Z 2 aut.
A14 03      @1 Dept. of Electronic Engineering, National University of Ireland @2 Maynooth @3 IRL @Z 4 aut.
A20       @1 13-17
A21       @1 2005
A23 01      @0 ENG
A26 01      @0 0-86341-549-0
A43 01      @1 INIST @2 12497 @5 354000138725780030
A44       @0 0000 @1 © 2006 INIST-CNRS. All rights reserved.
A45       @0 10 ref.
A47 01  1    @0 06-0140009
A60       @1 P @2 C
A61       @0 A
A64 01  2    @0 IEE conference publication
A66 01      @0 GBR
C01 01    ENG  @0 We present a method for the separation and resynthesis of drum sources from single channel polyphonic mixtures. The frequency domain technique involves identifying the presence of a drum using a novel percussive feature detection function, after which the short-time magnitude spectrum is estimated and scaled according to an estimated time-amplitude function derived from the percussive measure. In addition to producing high quality separation results, the method we describe is also a useful pre-process for drum transcription techniques such as Prior Subspace Analysis in the presence of pitched instruments.
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C02 02  X    @0 001D04A05A
C02 03  X    @0 001D04A04F
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C03 01  X  ENG  @0 Musical instrument @5 01
C03 01  X  SPA  @0 Instrumento musical @5 01
C03 02  X  FRE  @0 Estimation paramètre @5 02
C03 02  X  ENG  @0 Parameter estimation @5 02
C03 02  X  SPA  @0 Estimación parámetro @5 02
C03 03  X  FRE  @0 Séparation source @5 03
C03 03  X  ENG  @0 Source separation @5 03
C03 03  X  SPA  @0 Separación señal @5 03
C03 04  X  FRE  @0 Détection contour @5 04
C03 04  X  ENG  @0 Edge detection @5 04
C03 04  X  SPA  @0 Detección contorno @5 04
C03 05  3  FRE  @0 Extraction caractéristique @5 05
C03 05  3  ENG  @0 Feature extraction @5 05
C03 06  X  FRE  @0 Modulation @5 06
C03 06  X  ENG  @0 Modulation @5 06
C03 06  X  SPA  @0 Modulación @5 06
C03 07  X  FRE  @0 Méthode séparation @5 07
C03 07  X  ENG  @0 Separation method @5 07
C03 07  X  SPA  @0 Método separación @5 07
C03 08  X  FRE  @0 Méthode domaine fréquence @5 08
C03 08  X  ENG  @0 Frequency domain method @5 08
C03 08  X  SPA  @0 Método dominio frecuencia @5 08
C03 09  X  FRE  @0 Méthode sous espace @5 09
C03 09  X  ENG  @0 Subspace method @5 09
C03 09  X  SPA  @0 Método subespacio @5 09
C03 10  X  FRE  @0 Tonie @5 10
C03 10  X  ENG  @0 Pitch(acoustics) @5 10
C03 10  X  SPA  @0 Altura sonida @5 10
C03 11  X  FRE  @0 Instrumentation @5 11
C03 11  X  ENG  @0 Instruments @5 11
C03 11  X  SPA  @0 Instrumentación @5 11
C03 12  X  FRE  @0 Estimation signal @5 31
C03 12  X  ENG  @0 Signal estimation @5 31
C03 12  X  SPA  @0 Estimación señal @5 31
C03 13  X  FRE  @0 Traitement signal @5 32
C03 13  X  ENG  @0 Signal processing @5 32
C03 13  X  SPA  @0 Procesamiento señal @5 32
C03 14  X  FRE  @0 Détection forme @5 33
C03 14  X  ENG  @0 Shape detection @5 33
C03 14  X  SPA  @0 Detección forma @5 33
C03 15  X  FRE  @0 Signal acoustique @5 34
C03 15  X  ENG  @0 Acoustic signal @5 34
C03 15  X  SPA  @0 Señal acústica @5 34
N21       @1 086
N44 01      @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

Format Inist (serveur)

NO : PASCAL 06-0140009 INIST
ET : Drum source separation using percussive feature detection and spectral modulation
AU : BARRY (Dan); FITZGERALD (Derry); COYLE (Eugene); LAWLOR (Bob)
AF : Digital Audio Research Group, Dublin Institute of Technology, Kevin St/Dublin/Irlande (1 aut., 3 aut.); Dept. Electrical Engineering, Cork Institute of Technology, Rossa Avenue/Bishopstown, Cork/Irlande (2 aut.); Dept. of Electronic Engineering, National University of Ireland/Maynooth/Irlande (4 aut.)
DT : Publication en série; Congrès; Niveau analytique
SO : IEE conference publication; Royaume-Uni; Da. 2005; Vol. 511; Pp. 13-17; Bibl. 10 ref.
LA : Anglais
EA : We present a method for the separation and resynthesis of drum sources from single channel polyphonic mixtures. The frequency domain technique involves identifying the presence of a drum using a novel percussive feature detection function, after which the short-time magnitude spectrum is estimated and scaled according to an estimated time-amplitude function derived from the percussive measure. In addition to producing high quality separation results, the method we describe is also a useful pre-process for drum transcription techniques such as Prior Subspace Analysis in the presence of pitched instruments.
CC : 001D04A04A2; 001D04A05A; 001D04A04F
FD : Instrument musique; Estimation paramètre; Séparation source; Détection contour; Extraction caractéristique; Modulation; Méthode séparation; Méthode domaine fréquence; Méthode sous espace; Tonie; Instrumentation; Estimation signal; Traitement signal; Détection forme; Signal acoustique
ED : Musical instrument; Parameter estimation; Source separation; Edge detection; Feature extraction; Modulation; Separation method; Frequency domain method; Subspace method; Pitch(acoustics); Instruments; Signal estimation; Signal processing; Shape detection; Acoustic signal
SD : Instrumento musical; Estimación parámetro; Separación señal; Detección contorno; Modulación; Método separación; Método dominio frecuencia; Método subespacio; Altura sonida; Instrumentación; Estimación señal; Procesamiento señal; Detección forma; Señal acústica
LO : INIST-12497.354000138725780030
ID : 06-0140009

Links to Exploration step

Pascal:06-0140009

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<s0>Signal acoustique</s0>
<s5>34</s5>
</fC03>
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<s0>Acoustic signal</s0>
<s5>34</s5>
</fC03>
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<s0>Señal acústica</s0>
<s5>34</s5>
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<fN21>
<s1>086</s1>
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<s1>OTO</s1>
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<pR>
<fA30 i1="01" i2="1" l="ENG">
<s1>IEE Irish signals and systems conference</s1>
<s3>Dublin IRL</s3>
<s4>2005-09-01</s4>
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<server>
<NO>PASCAL 06-0140009 INIST</NO>
<ET>Drum source separation using percussive feature detection and spectral modulation</ET>
<AU>BARRY (Dan); FITZGERALD (Derry); COYLE (Eugene); LAWLOR (Bob)</AU>
<AF>Digital Audio Research Group, Dublin Institute of Technology, Kevin St/Dublin/Irlande (1 aut., 3 aut.); Dept. Electrical Engineering, Cork Institute of Technology, Rossa Avenue/Bishopstown, Cork/Irlande (2 aut.); Dept. of Electronic Engineering, National University of Ireland/Maynooth/Irlande (4 aut.)</AF>
<DT>Publication en série; Congrès; Niveau analytique</DT>
<SO>IEE conference publication; Royaume-Uni; Da. 2005; Vol. 511; Pp. 13-17; Bibl. 10 ref.</SO>
<LA>Anglais</LA>
<EA>We present a method for the separation and resynthesis of drum sources from single channel polyphonic mixtures. The frequency domain technique involves identifying the presence of a drum using a novel percussive feature detection function, after which the short-time magnitude spectrum is estimated and scaled according to an estimated time-amplitude function derived from the percussive measure. In addition to producing high quality separation results, the method we describe is also a useful pre-process for drum transcription techniques such as Prior Subspace Analysis in the presence of pitched instruments.</EA>
<CC>001D04A04A2; 001D04A05A; 001D04A04F</CC>
<FD>Instrument musique; Estimation paramètre; Séparation source; Détection contour; Extraction caractéristique; Modulation; Méthode séparation; Méthode domaine fréquence; Méthode sous espace; Tonie; Instrumentation; Estimation signal; Traitement signal; Détection forme; Signal acoustique</FD>
<ED>Musical instrument; Parameter estimation; Source separation; Edge detection; Feature extraction; Modulation; Separation method; Frequency domain method; Subspace method; Pitch(acoustics); Instruments; Signal estimation; Signal processing; Shape detection; Acoustic signal</ED>
<SD>Instrumento musical; Estimación parámetro; Separación señal; Detección contorno; Modulación; Método separación; Método dominio frecuencia; Método subespacio; Altura sonida; Instrumentación; Estimación señal; Procesamiento señal; Detección forma; Señal acústica</SD>
<LO>INIST-12497.354000138725780030</LO>
<ID>06-0140009</ID>
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