Holistic Approaches to Music Genre Classification using Efficient Transfer and Deep Learning Techniques

Saved in:
Bibliographic Details
Published in:Expert systems with applications Vol. 211; p. 118636
Main Authors: Prabhakar, Sunil Kumar, Lee, Seong-Whan
Format: Journal Article
Language:English
Published: 01.01.2023
ISSN:0957-4174
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
ArticleNumber 118636
Author Prabhakar, Sunil Kumar
Lee, Seong-Whan
Author_xml – sequence: 1
  givenname: Sunil Kumar
  surname: Prabhakar
  fullname: Prabhakar, Sunil Kumar
– sequence: 2
  givenname: Seong-Whan
  surname: Lee
  fullname: Lee, Seong-Whan
BookMark eNp9kLFOwzAQhj0UibbwAkx-gQQ7ie1krEopSEUsZY4u9rl1FZxgp0K8PQllYmA66b__O-m-BZn5ziMhd5ylnHF5f0oxfkKasSxLOS9lLmdkziqhkoKr4posYjwxxhVjak4OT13r4uA0XfV96EAfMdKhoy_nOGZb9AHpuoUYnXUaBtd5Om78gW7sGDj0A90H8NFioOANfUDs6Q4h-Km0R3307uOM8YZcWWgj3v7OJXl73OzXT8nudfu8Xu0SnUs5JA1DnhlhVdkwYNaWHDLMrRBGClNVWkpAU4FtikZrbTLEvCkEGKU0WiN0viTZ5a4OXYwBbd0H9w7hq-asnvTUp3rSU0966oueESr_QNoNP88OAVz7H_oNlQB0IA
CitedBy_id crossref_primary_10_1007_s11042_024_19160_5
crossref_primary_10_3390_info15010015
crossref_primary_10_38159_ehass_2025688
crossref_primary_10_38159_ehass_20256621
crossref_primary_10_1016_j_asoc_2024_111691
crossref_primary_10_3390_electronics13163313
crossref_primary_10_1007_s00500_023_08755_z
crossref_primary_10_1016_j_heliyon_2024_e24892
crossref_primary_10_1016_j_ins_2025_122001
crossref_primary_10_1162_COMJ_a_2
crossref_primary_10_1051_e3sconf_202561602012
crossref_primary_10_3390_app132312673
crossref_primary_10_3390_math10234427
crossref_primary_10_7759_s44389_025_04209_9
crossref_primary_10_3390_info14100527
crossref_primary_10_1038_s41598_025_16499_z
crossref_primary_10_1016_j_knosys_2024_112242
crossref_primary_10_1109_ACCESS_2023_3244620
crossref_primary_10_1016_j_apacoust_2025_110855
crossref_primary_10_1016_j_eswa_2024_125643
crossref_primary_10_1109_ACCESS_2025_3535411
crossref_primary_10_3390_s24217021
crossref_primary_10_1038_s41598_025_98766_7
crossref_primary_10_1515_comp_2023_0106
crossref_primary_10_1016_j_aej_2025_01_059
crossref_primary_10_1038_s41598_025_05429_8
crossref_primary_10_1038_s41598_025_91203_9
crossref_primary_10_1038_s41598_025_90619_7
crossref_primary_10_3389_fnbot_2025_1568811
crossref_primary_10_20965_jaciii_2025_p0033
crossref_primary_10_2118_217466_PA
crossref_primary_10_1007_s00530_025_01962_8
crossref_primary_10_1038_s41598_024_83577_z
Cites_doi 10.1109/ACCESS.2020.3011882
10.1109/TE.2020.2984900
10.3390/electronics10182206
10.1016/j.asoc.2021.107446
10.1109/TSA.2002.800560
10.1016/j.patrec.2017.01.013
10.1007/s10844-017-0464-5
10.1109/ACCESS.2020.2968170
10.1109/TASLP.2022.3156757
10.1155/2021/7182143
10.2478/eletel-2014-0042
10.1155/2019/5803184
10.23919/SPA50552.2020.9241264
10.1109/LSP.2013.2278853
10.1109/MSP.2018.2874383
10.1155/2019/7289314
10.1007/978-3-030-04021-5_26
10.1016/j.eswa.2015.09.018
10.1109/TLA.2016.7437237
10.1109/ACCESS.2016.2612242
10.1155/2021/7824001
10.1155/2021/1651560
10.1016/j.plrev.2017.11.016
10.25046/aj040221
10.3389/fpsyg.2021.760060
10.1155/2021/9959195
10.1109/TBME.2011.2172210
10.1155/2020/4606027
10.1016/j.eij.2012.03.001
10.1007/s11042-020-09643-6
10.1016/j.asoc.2016.12.024
10.1109/78.382426
10.1145/3219819.3219890
10.1155/2021/8861896
10.1155/2021/7629994
10.1109/TR.2018.2847353
10.1016/j.talanta.2014.05.001
10.1155/2021/2348494
10.1155/2021/9298654
10.1155/2021/5515095
10.1109/TSP.2014.2365761
10.1109/TASL.2007.909434
10.1007/3-540-45665-1
10.1109/TCE.2012.6414994
ContentType Journal Article
DBID AAYXX
CITATION
DOI 10.1016/j.eswa.2022.118636
DatabaseName CrossRef
DatabaseTitle CrossRef
DeliveryMethod fulltext_linktorsrc
Discipline Computer Science
ExternalDocumentID 10_1016_j_eswa_2022_118636
GroupedDBID --K
--M
.DC
.~1
0R~
13V
1B1
1RT
1~.
1~5
29G
4.4
457
4G.
5GY
5VS
7-5
71M
8P~
9DU
9JN
9JO
AAAKF
AAAKG
AABNK
AAEDT
AAEDW
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAQXK
AARIN
AATTM
AAXKI
AAXUO
AAYFN
AAYWO
AAYXX
ABBOA
ABFNM
ABJNI
ABKBG
ABMAC
ABMVD
ABUCO
ABUFD
ABWVN
ABXDB
ACDAQ
ACGFS
ACHRH
ACLOT
ACNNM
ACNTT
ACRLP
ACRPL
ACVFH
ACZNC
ADBBV
ADCNI
ADEZE
ADJOM
ADMUD
ADNMO
ADTZH
AEBSH
AECPX
AEIPS
AEKER
AENEX
AEUPX
AFJKZ
AFPUW
AFTJW
AGHFR
AGQPQ
AGUBO
AGUMN
AGYEJ
AHHHB
AHJVU
AHZHX
AIALX
AIEXJ
AIGII
AIIUN
AIKHN
AITUG
AKBMS
AKRWK
AKYEP
ALEQD
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
ANKPU
AOUOD
APLSM
APXCP
ASPBG
AVWKF
AXJTR
AZFZN
BJAXD
BKOJK
BLXMC
BNSAS
CITATION
CS3
DU5
EBS
EFJIC
EFKBS
EFLBG
EJD
EO8
EO9
EP2
EP3
F5P
FDB
FEDTE
FGOYB
FIRID
FNPLU
FYGXN
G-2
G-Q
GBLVA
GBOLZ
HAMUX
HLZ
HVGLF
HZ~
IHE
J1W
JJJVA
KOM
LG9
LY1
LY7
M41
MO0
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
PQQKQ
Q38
R2-
ROL
RPZ
SBC
SDF
SDG
SDP
SDS
SES
SET
SEW
SPC
SPCBC
SSB
SSD
SSL
SST
SSV
SSZ
T5K
TN5
WUQ
XPP
ZMT
~G-
~HD
ID FETCH-LOGICAL-c366t-b0e12d5f78b0a0ff81a2e3f55d65d99c66aed9afb4bcccd2ee3b45ad77cefd5c3
ISICitedReferencesCount 35
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000906598300015&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0957-4174
IngestDate Sat Nov 29 07:06:23 EST 2025
Tue Nov 18 19:58:27 EST 2025
IsPeerReviewed true
IsScholarly true
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c366t-b0e12d5f78b0a0ff81a2e3f55d65d99c66aed9afb4bcccd2ee3b45ad77cefd5c3
ParticipantIDs crossref_primary_10_1016_j_eswa_2022_118636
crossref_citationtrail_10_1016_j_eswa_2022_118636
PublicationCentury 2000
PublicationDate 2023-01-00
PublicationDateYYYYMMDD 2023-01-01
PublicationDate_xml – month: 01
  year: 2023
  text: 2023-01-00
PublicationDecade 2020
PublicationTitle Expert systems with applications
PublicationYear 2023
References Nanni (10.1016/j.eswa.2022.118636_b0195) 2017; 88
Duan (10.1016/j.eswa.2022.118636_b0075) 2009
10.1016/j.eswa.2022.118636_b0280
Cheng (10.1016/j.eswa.2022.118636_b0045) 2008; 55
10.1016/j.eswa.2022.118636_b0040
Tadayon (10.1016/j.eswa.2022.118636_b0250) 2020; 63
Chen (10.1016/j.eswa.2022.118636_b0035) 2013; 20
10.1016/j.eswa.2022.118636_b0285
Yang (10.1016/j.eswa.2022.118636_b0290) 2020; 8
10.1016/j.eswa.2022.118636_b0320
Hamel (10.1016/j.eswa.2022.118636_b0115) 2010
10.1016/j.eswa.2022.118636_b0315
Gwardys (10.1016/j.eswa.2022.118636_b0110) 2014; 60
Vincent (10.1016/j.eswa.2022.118636_b0265) 2010; 11
Craig (10.1016/j.eswa.2022.118636_b0060) 2014; 128
Rosner (10.1016/j.eswa.2022.118636_b0220) 2018; 50
Barachant (10.1016/j.eswa.2022.118636_b0010) 2012; 59
Nam (10.1016/j.eswa.2022.118636_b0190) 2018; 36
Sigtia (10.1016/j.eswa.2022.118636_b0240) 2014
Liu (10.1016/j.eswa.2022.118636_b0165) 2021; 80
Nanni (10.1016/j.eswa.2022.118636_b0200) 2016; 45
Reyes (10.1016/j.eswa.2022.118636_b0215) 2016; 14
Tzanetakis (10.1016/j.eswa.2022.118636_b0255) 2002; 10
10.1016/j.eswa.2022.118636_b0030
Senac (10.1016/j.eswa.2022.118636_b0230) 2017
10.1016/j.eswa.2022.118636_b0025
Lee (10.1016/j.eswa.2022.118636_b0140) 2021
10.1016/j.eswa.2022.118636_b0300
Liu (10.1016/j.eswa.2022.118636_b0170) 2021; 10
Nakashika (10.1016/j.eswa.2022.118636_b0185) 2012
Yang (10.1016/j.eswa.2022.118636_b0295) 2018; 67
Cheng (10.1016/j.eswa.2022.118636_b0050) 2021; 29
10.1016/j.eswa.2022.118636_b0305
Li (10.1016/j.eswa.2022.118636_b0150) 2010
Liu (10.1016/j.eswa.2022.118636_b0160) 2019
Goulart (10.1016/j.eswa.2022.118636_b0105) 2012; 13
Lee (10.1016/j.eswa.2022.118636_b0145) 2022; 30
10.1016/j.eswa.2022.118636_b0180
Sheykhivand (10.1016/j.eswa.2022.118636_b0235) 2020; 8
10.1016/j.eswa.2022.118636_b0065
Vyshnav (10.1016/j.eswa.2022.118636_b0270) 2020; 38
10.1016/j.eswa.2022.118636_b0100
Karunakaran (10.1016/j.eswa.2022.118636_b0125) 2018
Hu (10.1016/j.eswa.2022.118636_b0070) 2018; 39
10.1016/j.eswa.2022.118636_b0135
10.1016/j.eswa.2022.118636_b0015
Vaswani (10.1016/j.eswa.2022.118636_b0260) 2017
Whang (10.1016/j.eswa.2022.118636_b0275) 2012
Feng (10.1016/j.eswa.2022.118636_b0085) 2014
10.1016/j.eswa.2022.118636_b0090
Panagakis (10.1016/j.eswa.2022.118636_b0205) 2009
Girsang (10.1016/j.eswa.2022.118636_b0095) 2019; 4
Sakiyama (10.1016/j.eswa.2022.118636_b0225) 2014; 62
10.1016/j.eswa.2022.118636_b0175
10.1016/j.eswa.2022.118636_b0210
Costa (10.1016/j.eswa.2022.118636_b0055) 2017; 52
Kumaraswamy (10.1016/j.eswa.2022.118636_b0130) 2021; 108
10.1016/j.eswa.2022.118636_b0005
Supriya (10.1016/j.eswa.2022.118636_b0245) 2016; 4
10.1016/j.eswa.2022.118636_b0325
Zhang (10.1016/j.eswa.2022.118636_b0310) 2014
Lim (10.1016/j.eswa.2022.118636_b0155) 2012; 58
Holzapfel (10.1016/j.eswa.2022.118636_b0120) 2008; 16
Breuer (10.1016/j.eswa.2022.118636_b0020) 1995; 43
Eerola (10.1016/j.eswa.2022.118636_b0080) 2018; 25
References_xml – volume: 8
  start-page: 139332
  year: 2020
  ident: 10.1016/j.eswa.2022.118636_b0235
  article-title: Recognizing emotions evoked by music using CNN-LSTM networks on EEG signals
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2020.3011882
– volume: 38
  start-page: 1
  issue: 1
  year: 2020
  ident: 10.1016/j.eswa.2022.118636_b0270
  article-title: Random fourier feature based music-speech classification
  publication-title: Journal of Intelligent and Fuzzy Systems
– start-page: 705
  year: 2012
  ident: 10.1016/j.eswa.2022.118636_b0275
  article-title: Scalable and memory-efficient clustering of large-scale social networks
– year: 2014
  ident: 10.1016/j.eswa.2022.118636_b0085
– volume: 63
  start-page: 299
  issue: 4
  year: 2020
  ident: 10.1016/j.eswa.2022.118636_b0250
  article-title: Predicting student performance in an educational game using a hidden Markov model
  publication-title: IEEE Transactions on Education
  doi: 10.1109/TE.2020.2984900
– volume: 10
  start-page: 2206
  year: 2021
  ident: 10.1016/j.eswa.2022.118636_b0170
  article-title: A middle-level learning feature interaction method with deep learning for multi-feature music genre classification
  publication-title: Electronics
  doi: 10.3390/electronics10182206
– volume: 29
  issue: 1
  year: 2021
  ident: 10.1016/j.eswa.2022.118636_b0050
  article-title: Automatic music genre classification based on CRNN
  publication-title: Engineering Letters
– start-page: 339
  year: 2010
  ident: 10.1016/j.eswa.2022.118636_b0115
– volume: 108
  year: 2021
  ident: 10.1016/j.eswa.2022.118636_b0130
  article-title: Deep convolutional neural network for musical genre classification via new self adaptive sea lion optimization
  publication-title: Applied Soft Computing
  doi: 10.1016/j.asoc.2021.107446
– start-page: 3240
  year: 2014
  ident: 10.1016/j.eswa.2022.118636_b0310
  article-title: The community detection algorithm based on the node clustering coefficient and the edge clustering coefficient
– volume: 10
  start-page: 293
  issue: 5
  year: 2002
  ident: 10.1016/j.eswa.2022.118636_b0255
  article-title: Music genre classification of audio signals
  publication-title: IEEE Transactions Speech Audio Processing
  doi: 10.1109/TSA.2002.800560
– volume: 88
  start-page: 49
  year: 2017
  ident: 10.1016/j.eswa.2022.118636_b0195
  article-title: Combining visual and acoustic features for audio classification tasks
  publication-title: Pattern Recognition Letter
  doi: 10.1016/j.patrec.2017.01.013
– volume: 50
  start-page: 363
  issue: 2
  year: 2018
  ident: 10.1016/j.eswa.2022.118636_b0220
  article-title: Automatic music genre classification based on musical instrument track separation
  publication-title: Journal of Intelligent Information Systems
  doi: 10.1007/s10844-017-0464-5
– volume: 8
  start-page: 19629
  year: 2020
  ident: 10.1016/j.eswa.2022.118636_b0290
  article-title: Parallel recurrent convolutional neural networks-based music genre classification method for mobile devices
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2020.2968170
– volume: 30
  start-page: 1173
  year: 2022
  ident: 10.1016/j.eswa.2022.118636_b0145
  article-title: Duration controllable voice conversion via phoneme-based information bottleneck
  publication-title: IEEE Transactions on Audio Speech and Language Processing
  doi: 10.1109/TASLP.2022.3156757
– ident: 10.1016/j.eswa.2022.118636_b0025
– ident: 10.1016/j.eswa.2022.118636_b0315
  doi: 10.1155/2021/7182143
– start-page: 1375
  year: 2009
  ident: 10.1016/j.eswa.2022.118636_b0075
  article-title: Domain transfer SVM for video concept detection
– start-page: 1752
  year: 2012
  ident: 10.1016/j.eswa.2022.118636_b0185
  article-title: Local-feature map integration using convolutional neural networks for music genre classification
  publication-title: Interspeech
– volume: 60
  start-page: 321
  issue: 4
  year: 2014
  ident: 10.1016/j.eswa.2022.118636_b0110
  article-title: Deep image features in music information retrieval
  publication-title: International Journal of Electronics and Telecommunications
  doi: 10.2478/eletel-2014-0042
– volume: 55
  start-page: 1254
  issue: 12
  year: 2008
  ident: 10.1016/j.eswa.2022.118636_b0045
  article-title: Hardware efficient low-latency architecture for high throughput rate Viterbi decoders
  publication-title: IEEE Transactions on Circuits and Systems II: Express Briefs
– year: 2010
  ident: 10.1016/j.eswa.2022.118636_b0150
  article-title: Automatic musical pattern feature extraction using convolutional neural network
– ident: 10.1016/j.eswa.2022.118636_b0210
  doi: 10.1155/2019/5803184
– ident: 10.1016/j.eswa.2022.118636_b0015
  doi: 10.23919/SPA50552.2020.9241264
– volume: 20
  start-page: 1098
  issue: 11
  year: 2013
  ident: 10.1016/j.eswa.2022.118636_b0035
  article-title: High throughput stochastic log-MAP turbo-decoder based on low bits computation
  publication-title: IEEE Signal Processing Letters
  doi: 10.1109/LSP.2013.2278853
– volume: 36
  start-page: 41
  issue: 1
  year: 2018
  ident: 10.1016/j.eswa.2022.118636_b0190
  article-title: Deep learning for audio-based music classification and tagging teaching computers to distinguish Rock from bach
  publication-title: IEEE Signal Processing Magazine
  doi: 10.1109/MSP.2018.2874383
– ident: 10.1016/j.eswa.2022.118636_b0180
  doi: 10.1155/2019/7289314
– ident: 10.1016/j.eswa.2022.118636_b0005
  doi: 10.1007/978-3-030-04021-5_26
– volume: 45
  start-page: 108
  year: 2016
  ident: 10.1016/j.eswa.2022.118636_b0200
  article-title: Combining visual and acoustic features for music genre classification
  publication-title: Expert Systems with Applications
  doi: 10.1016/j.eswa.2015.09.018
– volume: 39
  start-page: 888
  issue: 5
  year: 2018
  ident: 10.1016/j.eswa.2022.118636_b0070
  article-title: An automatic music classification method based on hierarchical structure
  publication-title: Small Microcomputer System
– volume: 14
  start-page: 893
  issue: 2
  year: 2016
  ident: 10.1016/j.eswa.2022.118636_b0215
  article-title: Dense correspondence using local regions with affine transformations
  publication-title: IEEE Latin America Transactions
  doi: 10.1109/TLA.2016.7437237
– start-page: 419
  year: 2019
  ident: 10.1016/j.eswa.2022.118636_b0160
  article-title: Two design schemes for LT codes degree distribution by combining degree distribution
– volume: 4
  start-page: 6554
  year: 2016
  ident: 10.1016/j.eswa.2022.118636_b0245
  article-title: Weighted visibility graph with complex network features in the detection of epilepsy
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2016.2612242
– ident: 10.1016/j.eswa.2022.118636_b0040
  doi: 10.1155/2021/7824001
– ident: 10.1016/j.eswa.2022.118636_b0320
  doi: 10.1155/2021/1651560
– volume: 25
  start-page: 100
  year: 2018
  ident: 10.1016/j.eswa.2022.118636_b0080
  article-title: An integrative review of the enjoyment of sadness associated with music
  publication-title: Physics of Life Reviews
  doi: 10.1016/j.plrev.2017.11.016
– volume: 4
  start-page: 162
  issue: 2
  year: 2019
  ident: 10.1016/j.eswa.2022.118636_b0095
  article-title: Feature selection for musical genre classification using a genetic algorithm
  publication-title: Advances in Science Technology and Engineering Systems Journal
  doi: 10.25046/aj040221
– ident: 10.1016/j.eswa.2022.118636_b0285
  doi: 10.3389/fpsyg.2021.760060
– ident: 10.1016/j.eswa.2022.118636_b0305
  doi: 10.1155/2021/9959195
– volume: 59
  start-page: 920
  issue: 4
  year: 2012
  ident: 10.1016/j.eswa.2022.118636_b0010
  article-title: Multiclass brain-computer interface classification by Riemannian geometry
  publication-title: IEEE Transactions on Biomedical Engineering
  doi: 10.1109/TBME.2011.2172210
– start-page: 6959
  year: 2014
  ident: 10.1016/j.eswa.2022.118636_b0240
  article-title: Improved music feature learning with deep neural networks
– ident: 10.1016/j.eswa.2022.118636_b0065
– ident: 10.1016/j.eswa.2022.118636_b0030
  doi: 10.1155/2020/4606027
– volume: 13
  start-page: 59
  issue: 2
  year: 2012
  ident: 10.1016/j.eswa.2022.118636_b0105
  article-title: Exploring different approaches for music genre classification
  publication-title: Egyptian Informatics Journal
  doi: 10.1016/j.eij.2012.03.001
– volume: 80
  start-page: 7313
  year: 2021
  ident: 10.1016/j.eswa.2022.118636_b0165
  article-title: Bottom-up broadcast neural network for music genre classification
  publication-title: Multimedia Tools Applictions
  doi: 10.1007/s11042-020-09643-6
– volume: 52
  start-page: 28
  year: 2017
  ident: 10.1016/j.eswa.2022.118636_b0055
  article-title: An evaluation of Convolutional Neural Networks for music classification using spectrograms
  publication-title: Applied Soft Computing
  doi: 10.1016/j.asoc.2016.12.024
– volume: 43
  start-page: 1313
  issue: 5
  year: 1995
  ident: 10.1016/j.eswa.2022.118636_b0020
  article-title: Baum-Welch reestimation formula for coupled sequential machines
  publication-title: IEEE Transactions on Signal Processing
  doi: 10.1109/78.382426
– ident: 10.1016/j.eswa.2022.118636_b0300
  doi: 10.1145/3219819.3219890
– ident: 10.1016/j.eswa.2022.118636_b0100
  doi: 10.1155/2021/8861896
– ident: 10.1016/j.eswa.2022.118636_b0090
  doi: 10.1155/2021/7629994
– volume: 67
  start-page: 885
  issue: 3
  year: 2018
  ident: 10.1016/j.eswa.2022.118636_b0295
  article-title: Ridge and Lasso Regression Models for Cross-Version Defect Prediction
  publication-title: IEEE Transactions on Reliability
  doi: 10.1109/TR.2018.2847353
– volume: 128
  start-page: 393
  year: 2014
  ident: 10.1016/j.eswa.2022.118636_b0060
  article-title: Application of elastic net and infrared spectroscopy in the discrimination between defective and non-defective roasted coffees
  publication-title: Talanta
  doi: 10.1016/j.talanta.2014.05.001
– start-page: 128
  year: 2018
  ident: 10.1016/j.eswa.2022.118636_b0125
  article-title: A scalable hybrid classifier for music genre classification using machine learning concepts and spark
– start-page: 1
  year: 2017
  ident: 10.1016/j.eswa.2022.118636_b0230
  article-title: Music feature maps with convolutional neural networks for music genre classification
– year: 2021
  ident: 10.1016/j.eswa.2022.118636_b0140
  article-title: Multi-SpectroGAN: High-diversity and high-fidelity spectrogram generation with adversarial style combination for speech synthesis
– volume: 11
  start-page: 3371
  year: 2010
  ident: 10.1016/j.eswa.2022.118636_b0265
  article-title: Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion
  publication-title: Journal of Machine Learning Research
– ident: 10.1016/j.eswa.2022.118636_b0280
  doi: 10.1155/2021/2348494
– ident: 10.1016/j.eswa.2022.118636_b0325
  doi: 10.1155/2021/9298654
– ident: 10.1016/j.eswa.2022.118636_b0175
  doi: 10.1155/2021/5515095
– volume: 62
  start-page: 6425
  issue: 24
  year: 2014
  ident: 10.1016/j.eswa.2022.118636_b0225
  article-title: Oversampled graph laplacian matrix for graph filter banks
  publication-title: IEEE Transactions on Signal Processing
  doi: 10.1109/TSP.2014.2365761
– volume: 16
  start-page: 424
  issue: 2
  year: 2008
  ident: 10.1016/j.eswa.2022.118636_b0120
  article-title: Musical genre classification using nonnegative matrix factorization-based features
  publication-title: IEEE Transactions on Audio, Speech, and Language Processing
  doi: 10.1109/TASL.2007.909434
– ident: 10.1016/j.eswa.2022.118636_b0135
  doi: 10.1007/3-540-45665-1
– start-page: 1
  year: 2009
  ident: 10.1016/j.eswa.2022.118636_b0205
  article-title: Music genre classification via sparse representations of auditory temporal modulations
– start-page: 5998
  year: 2017
  ident: 10.1016/j.eswa.2022.118636_b0260
  article-title: Attention is all you need
– volume: 58
  start-page: 1262
  issue: 4
  year: 2012
  ident: 10.1016/j.eswa.2022.118636_b0155
  article-title: Music-genre classification system based on spectro-temporal features and feature selection
  publication-title: IEEE Transactions on Consumer Electronics
  doi: 10.1109/TCE.2012.6414994
SSID ssj0017007
Score 2.53798
SourceID crossref
SourceType Enrichment Source
Index Database
StartPage 118636
Title Holistic Approaches to Music Genre Classification using Efficient Transfer and Deep Learning Techniques
Volume 211
WOSCitedRecordID wos000906598300015&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVESC
  databaseName: Elsevier SD Freedom Collection Journals 2021
  issn: 0957-4174
  databaseCode: AIEXJ
  dateStart: 19950101
  customDbUrl:
  isFulltext: true
  dateEnd: 99991231
  titleUrlDefault: https://www.sciencedirect.com
  omitProxy: false
  ssIdentifier: ssj0017007
  providerName: Elsevier
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Ja9wwFBZt0kMvbbqRpAs69BYcvEmyjyFMSXMIhaR0bkbL0yTp4Bk8niY_P1o9S2lpDr0YY2Rh_H08yc_vfR9Cn6FkuqwVS4AVMikzTZKq4ixJpZLUeh2zUjuzCXZxUY3H9beQ0F84OwHWttX9fT3_r1CbawZs2zr7CLiHSc0Fc25AN0cDuzn-E_Bns6kTX7YbTNcu5UUcnKGzVZnuwDth2hohj_7S5QtGTkzClga49UtDF8qUYR5VWCc-E28lXxcbKX2rl9wHVejYL7f2Z3yIvx0X1_ynr-m-XLY30yNX4r1VFXQJs3aS_LgOxA05ibxYy0nE5CIzwHv_nRhn8xBVfaQ0HzbUS5_8FsR9PuH2GBZ3Vhkqz49XgzcVs7dWsqG-MJau3TZ2jsbO0fg5nqLdnJHahPDdk6-j8fnwx4mlvrU-PnlosPK1gNtPsraJWduNXO2hF-EzAp94-F-hJ9C-Ri-jRQcOEfsNmkQ24BUbcD_Djg3YsQFvsgE7NuCBDTiyARs2YMsGHNmAV2x4i75_GV2dniXBWyORBaV9IlLIckU0q0TKU62rjOdQaEIUJaquJaUcVM21KIWUUuUAhSgJV4xJ0IrI4h3aaWct7COcAqmUWW-JWSlLJWueUSFoplkpilSk-gBl8WU1MgjPW_-TafNnmA7Q0XDP3Muu_GX04aNGv0fPV5z9gHb6bgkf0TP5q79ZdJ8CLx4AxBWBlw
linkProvider Elsevier
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Holistic+Approaches+to+Music+Genre+Classification+using+Efficient+Transfer+and+Deep+Learning+Techniques&rft.jtitle=Expert+systems+with+applications&rft.au=Prabhakar%2C+Sunil+Kumar&rft.au=Lee%2C+Seong-Whan&rft.date=2023-01-01&rft.issn=0957-4174&rft.volume=211&rft.spage=118636&rft_id=info:doi/10.1016%2Fj.eswa.2022.118636&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_eswa_2022_118636
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0957-4174&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0957-4174&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0957-4174&client=summon