Instrument Pattern Recognition

Instrument Pattern Recognition is a systematic methodological framework within the domain of musical instrument classification that identifies and categorizes distinctive acoustic or structural characteristics of instruments through pattern analysis, distinguishing itself from broader classification approaches by focusing specifically on recurrent, definable feature configurations intrinsic to individual instrument types.

107

Publications

4.5K

Citations

229

Authors

113

Institutions

Publications per year

2017–2026

Parents

Instrument Classification

Publications

107

Automatic Music Transcription: An Overview

Emmanouil Benetos, Simon Dixon, Zhiyao Duan et al. · IEEE Signal Processing Magazine · 2018 · 277 citations · Full text

Humanities, Musicology, Music Analysis +13

Musical instrument identification: A pattern-recognition approach

Keith D. Martin, Youngmoo E. Kim · The Journal of the Acoustical Society of America · 1998 · 179 citations

Humanities, Musicology, Acoustics +16

Computer identification of musical instruments using pattern recognition with cepstral coefficients as features

Judith C. Brown · The Journal of the Acoustical Society of America · 1999 · 173 citations

Humanities, Musicology, Acoustics +16

Deep Convolutional Neural Networks for Predominant Instrument Recognition in Polyphonic Music

IEEE/ACM Transactions on Audio Speech and Language Processing · 2016 · 172 citations · Full text

Humanities, Musicology, Machine Learning +13

Musical Instrument Timbres Classification with Spectral Features

Giulio Agostini, Maurizio Longari, Emanuele Pollastri · EURASIP Journal on Advances in Signal Processing · 2003 · 138 citations · Full text

Humanities, Musicology, Acoustics +16

1–5 of 107

Authors

229

HG
Hiroshi G. Okuno
Kyoto University, Japan
8 publications · 163 citations
8
h-index
MG
Masataka Goto
National Institute of Advanced Industrial Science and Technology, Japan
7 publications · 150 citations
7
h-index
GR
Gaël Richard
Télécom Paris, France
6 publications · 267 citations
6
h-index
SE
Slim Essid
Télécom Paris, France
6 publications · 203 citations
6
h-index
TK
Tetsuro Kitahara
Kyoto University, Japan
4 publications · 82 citations
4
h-index

1–5 of 229

Institutions

113

1–8 of 113

Venues

Zenodo (CERN European Organization for Nuclear Research)
Repository · 9 publications · 257 citations
9
h-index
Journal of the Audio Engineering Society
AES · 3 publications · 133 citations
3
h-index
HAL (Le Centre pour la Communication Scientifique Directe)
Repository · 3 publications · 100 citations
3
h-index
IEEE Transactions on Audio Speech and Language Processing
3 publications · 185 citations
3
h-index
The Journal of the Acoustical Society of America
JASA · 3 publications · 461 citations
3
h-index

1–5