THE USE OF CUMULANTS FOR VOICED-UNVOICED SEGMENTS IDENTIFICATION IN SPEECH SIGNALS

被引:0
|
作者
Uslu, Baran [1 ]
Tora, Hakan [1 ]
机构
[1] Atilim Univ, Elekt & Elekt Muhendisligi Bolumu, Ankara, Turkey
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this study, voiced-unvoiced classification performance of Turkish sounds using skewness and kurtosis is examined. The analyses show that higher order cumulants can be employed as a feature in voiced-unvoiced classification that is vital in speech processing applications. Furthermore, it has been shown that cumulants are also useful for identifying voiced and unvoiced segments in noisy speech signals.
引用
收藏
页码:971 / 974
页数:4
相关论文
共 50 条
  • [21] VOICED UNVOICED SILENCE CLASSIFICATION OF SPEECH SIGNALS BASED ON STATISTICAL APPROACHES
    ALHASHEMY, BAR
    TAHA, SMR
    APPLIED ACOUSTICS, 1988, 25 (03) : 169 - 179
  • [22] EXPERIMENTAL EVALUATION OF INFORMATION CONVEYED THROUGH VOICED, UNVOICED, AND TRANSITION SEGMENTS OF SPEECH
    GANESAN, K
    LIN, WC
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1975, 57 : S1 - S1
  • [23] Speaker Independent Voiced-Unvoiced Detection Evaluated in Different Speaking Styles
    Heckmann, Martin
    Moebus, Marco
    Joublin, Frank
    Goerick, Christian
    INTERSPEECH 2006 AND 9TH INTERNATIONAL CONFERENCE ON SPOKEN LANGUAGE PROCESSING, VOLS 1-5, 2006, : 1670 - +
  • [24] A bifeature voiced/unvoiced discrimination algorithm for speech signals in the presense of noise
    Shahnaz, C.
    Zhu, W. -P.
    Ahmad, M. O.
    2007 IEEE NORTH-EAST WORKSHOP ON CIRCUITS AND SYSTEMS, 2007, : 17 - 20
  • [25] Global Soft Decision Based Speech Enhancement Using Voiced-Unvoiced Uncertainty and Harmonic Phase Decomposition Technique
    Samui, Suman
    Chakrabarti, Indrajit
    Ghosh, Soumya Kanti
    2016 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS (SPCOM), 2016,
  • [26] PHASE-SENSITIVE REAL-TIME CAPABLE SPEECH ENHANCEMENT UNDER VOICED-UNVOICED UNCERTAINTY
    Krawczyk, Martin
    Rehr, Robert
    Gerkmann, Timo
    2013 PROCEEDINGS OF THE 21ST EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2013,
  • [27] Short-Time Energy, Magnitude, Zero Crossing Rate and Autocorrelation Measurement for Discriminating Voiced and Unvoiced segments of Speech Signals
    Jalil, Madiha
    Butt, Faran Awais
    Malik, Ahmed
    2013 INTERNATIONAL CONFERENCE ON TECHNOLOGICAL ADVANCES IN ELECTRICAL, ELECTRONICS AND COMPUTER ENGINEERING (TAEECE), 2013, : 208 - 212
  • [28] Voiced/unvoiced classification algorithm for wideband speech
    Institute of Signal and Information Processing, Nanjing University of Posts and Telecommunications, Nanjing 210003, China
    Shu Ju Cai Ji Yu Chu Li, 2008, 3 (288-293):
  • [29] VOICED UNVOICED MIXED EXCITATION CLASSIFICATION OF SPEECH
    SIEGEL, LJ
    BESSEY, AC
    IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1982, 30 (03): : 451 - 460
  • [30] Voiced/Unvoiced Decision for Speech Signals Based on Zero-Crossing Rate and Energy
    Bachu, R. G.
    Kopparthi, S.
    Adapa, B.
    Barkana, B. D.
    ADVANCES TECHNIQUES IN COMPUTING SCIENCES AND SOFTWARE ENGINEERING, 2010, : 279 - 282