Pitch estimation using music algorithm based on the sinusoidal speech model

被引:0
|
作者
Amirkabir University of Technology, Electrical Engineering Department, Hafez Avenue, 15914 Tehran, Iran [1 ]
不详 [2 ]
机构
关键词
Algorithms - Frequencies - Gaussian noise (electronic) - Parameter estimation - Signal theory - Speech communication;
D O I
暂无
中图分类号
学科分类号
摘要
In this paper we present a new method of pitch estimation in speech signals. The existing methods in pitch estimation do not provide an accurate estimate of the pitch value, in presence of sinusoidal noise. Thus these methods have large errors in presence of sinusoidal noise and some other noise characteristics. The method we presented in this paper is based upon the MUSIC algorithm to estimate the pitch frequency. MUSIC algorithm has been widely used to estimate the frequency and angle of arrivals for narrow(wide) band singals. We note that the algorithm presented here accurately estimates the pitch frequency, in the presence of sinusoidal noise and like the other methods in the presence of Gaussian noise.
引用
收藏
页码:255 / 258
相关论文
共 50 条
  • [41] Complex-Domain Pitch Estimation Algorithm for Narrowband Speech Signals
    Hosoda, Yuya
    Kawamura, Arata
    Iiguni, Youji
    IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2023, 31 : 2067 - 2078
  • [42] MUSIC and pencil-based sinusoidal estimation methods using fourth order cumulants
    Hasan, MA
    Hasan, AA
    ISCAS 2000: IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS - PROCEEDINGS, VOL IV: EMERGING TECHNOLOGIES FOR THE 21ST CENTURY, 2000, : 669 - 672
  • [43] Speech enhancement using a pitch predictive model
    Buera, Luis
    Droppo, Jasha
    Acero, Alex
    2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12, 2008, : 4885 - +
  • [44] Pitch detection algorithm of overlapping speech based on the energy of pitch and its harmonic
    Zhao Jun
    Pan Yong-xiang
    Proceedings of 2005 Chinese Control and Decision Conference, Vols 1 and 2, 2005, : 1439 - 1442
  • [45] Estimation of the instantaneous pitch of speech
    Resch, Barbara
    Nilsson, Mattias
    Ekman, Anders
    Kleijn, W. Bastiaan
    IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2007, 15 (03): : 813 - 822
  • [46] RMVPE: A Robust Model for Vocal Pitch Estimation in Polyphonic Music
    Wei, Haojie
    Cao, Xueke
    Dan, Tangpeng
    Chen, Yueguo
    INTERSPEECH 2023, 2023, : 5421 - 5425
  • [47] A Voice Activity Detection Using Cyclic Statistics Based on Sinusoidal Speech Model
    Dou, Hui-jing
    Bao, Chang-chun
    Li, Ru-wei
    ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 1240 - 1243
  • [48] A Hybrid Speech Signal Based Algorithm for Pitch Marking Using Finite State Machines
    Hussein, H.
    Wolff, M.
    Jokisch, O.
    Duckhorn, F.
    Strecha, G.
    Hoffmann, R.
    INTERSPEECH 2008: 9TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2008, VOLS 1-5, 2008, : 135 - 138
  • [49] Singing Pitch Extraction and Voice Separation from Music Accompaniment using Trend Estimation and Tandem Algorithm
    Selvan, P. Thiruvalar
    Vaishnavi, V.
    2013 IEEE INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN COMPUTING, COMMUNICATION AND NANOTECHNOLOGY (ICE-CCN'13), 2013, : 232 - 235
  • [50] Co-channel speech separation based on sinusoidal model for speech
    Zhao, HM
    Zhou, XD
    Yu, YB
    2000 5TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I-III, 2000, : 815 - 818