Speech music discrimination using class-specific features

被引:8
|
作者
Beierholm, T [1 ]
Baggenstoss, PM [1 ]
机构
[1] GN ReSound AS, DK-2630 Taastrup, Denmark
关键词
D O I
10.1109/ICPR.2004.1334226
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper the application of the class-specific features approach to classification is demonstrated for the problem of discriminating between speech and music. Feature extraction is class-specific and can therefore be tailored to each class meaning that segment size, model orders and the type of features used can be different for the classes. The performance of the discriminator is evaluated and an example of how classification is possible without training is given.
引用
收藏
页码:379 / 382
页数:4
相关论文
共 50 条
  • [1] Class-specific features of neuronal wiring
    Stepanyants, A
    Tamás, G
    Chklovskii, DB
    [J]. NEURON, 2004, 43 (02) : 251 - 259
  • [2] MUSIC TONALITY FEATURES FOR SPEECH/MUSIC DISCRIMINATION
    Sell, Gregory
    Clark, Pascal
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
  • [3] A theoretically optimal probabilistic classifier using class-specific features
    Baggenstoss, PM
    Niemann, H
    [J]. 15TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, PROCEEDINGS: PATTERN RECOGNITION AND NEURAL NETWORKS, 2000, : 763 - 768
  • [4] Class-specific nonlinear projections using class-specific kernel spaces
    Iosifidis, Alexandros
    Gabbouj, Moncef
    Pekki, Petri
    [J]. 2015 IEEE TRUSTCOM/BIGDATASE/ISPA, VOL 2, 2015, : 17 - 24
  • [5] Learning Class-Specific Features with Class Regularization for Videos
    Stergiou, Alexandros
    Poppe, Ronald
    Veltkamp, Remco C.
    [J]. APPLIED SCIENCES-BASEL, 2020, 10 (18):
  • [6] Speech/music classification using speech-specific features
    Khonglah, Banriskhem K.
    Prasanna, S. R. Mahadeva
    [J]. DIGITAL SIGNAL PROCESSING, 2016, 48 : 71 - 83
  • [7] Combining reconstruction and discrimination with class-specific sparse coding
    Hasler, Stephan
    Wersing, Heiko
    Koerner, Edgar
    [J]. NEURAL COMPUTATION, 2007, 19 (07) : 1897 - 1918
  • [8] A Bayesian Classification Approach Using Class-Specific Features for Text Categorization
    Tang, Bo
    He, Haibo
    Baggenstoss, Paul M.
    Kay, Steven
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 28 (06) : 1602 - 1606
  • [9] Joint segmentation and classification of time series using class-specific features
    Wang, ZJ
    Willett, P
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2004, 34 (02): : 1056 - 1067
  • [10] Novel features for effective speech and music discrimination
    Muharak, Omer Mohsin
    Ambikairajah, Eliathamby
    Epps, Julien
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON ENGINEERING OF INTELLIGENT SYSTEMS, 2006, : 343 - +