Content-based classification, search, and retrieval of audio

被引:420
|
作者
Wold, E
Blum, T
Keislar, D
Wheaton, J
机构
[1] University of California, Berkeley, CA
[2] Muscle Fish LL, Berkeley, CA 9471
关键词
Engines;
D O I
10.1109/93.556537
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Many audio and multimedia applications would benefit from the ability to classify and search for audio based on its characteristics. The audio analysis, search, and classification engine described here reduces sounds to perceptual and acoustical features. This lets users search or retrieve sounds by any one feature or a combination of them, by specifying previously learned classes based on these features, or by selecting or entering reference sounds and asking the engine to retrieve similar or dissimilar sounds.
引用
收藏
页码:27 / 36
页数:10
相关论文
共 50 条
  • [1] Content-based classification and retrieval of audio
    Zhang, T
    Kuo, CCJ
    [J]. ADVANCED SIGNAL PROCESSING ALGORITHMS, ARCHITECTURES, AND IMPLEMENTATIONS VIII, 1998, 3461 : 432 - 443
  • [2] Hierarchical system for content-based audio classification and retrieval
    Zhang, T
    Kuo, CCJ
    [J]. MULTIMEDIA STORAGE AND ARCHIVING SYSTEMS III, 1998, 3527 : 398 - 409
  • [3] A study on content-based classification and retrieval of audio database
    Liu, MC
    Wan, CR
    [J]. 2001 INTERNATIONAL DATABASE ENGINEERING & APPLICATIONS SYMPOSIUM, PROCEEDINGS, 2001, : 339 - 345
  • [4] Classification of general audio data for content-based retrieval
    Li, DG
    Sethi, IK
    Dimitrova, N
    McGee, T
    [J]. PATTERN RECOGNITION LETTERS, 2001, 22 (05) : 533 - 544
  • [5] Content-based audio classification and retrieval by support vector machines
    Guo, GD
    Li, SZ
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 2003, 14 (01): : 209 - 215
  • [6] EVOLUTIONARY FEATURE GENERATION FOR CONTENT-BASED AUDIO CLASSIFICATION AND RETRIEVAL
    Makinen, Toni
    Kiranyaz, Serkan
    Pulkkinen, Jenni
    Gabbouj, Moncef
    [J]. 2012 PROCEEDINGS OF THE 20TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2012, : 1474 - 1478
  • [7] SVM-Based audio classification for content-based multimedia retrieval
    Zhu, Yingying
    Ming, Zhong
    Huang, Qiang
    [J]. MULTIMEDIA CONTENT ANALYSIS AND MINING, PROCEEDINGS, 2007, 4577 : 474 - +
  • [8] Content-based retrieval of music and audio
    Foote, JT
    [J]. MULTIMEDIA STORAGE AND ARCHIVING SYSTEMS II, 1997, 3229 : 138 - 147
  • [9] Features for Content-Based Audio Retrieval
    Mitrovic, Dalibor
    Zeppelzauer, Matthias
    Breiteneder, Christian
    [J]. ADVANCES IN COMPUTERS, VOL 78: IMPROVING THE WEB, 2010, 78 : 71 - 150
  • [10] Content-based audio classification and retrieval using a fuzzy logic system: towards multimedia search engines
    M. Liu
    C. Wan
    L. Wang
    [J]. Soft Computing, 2002, 6 (5) : 357 - 364