Time Domain Method for Precise Estimation of Sinusoidal Model Parameters of Co-Channel Speech

被引:0
|
作者
Mahgoub, Y. A. [1 ]
Dansereau, R. M. [1 ]
机构
[1] Carleton Univ, Dept Syst & Comp Engn, Ottawa, ON K1S 5B6, Canada
关键词
D O I
10.1155/2008/364674
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A time domain method to precisely estimate the sinusoidal model parameters of cochannel speech is presented. The method does not require the calculation of the Fourier transform nor the multiplication by a window function. It incorporates a least-squares estimator and an iterative technique to model and separate the cochannel speech into its individual speakers. The application of this method on speech data demonstrates the effectiveness of this method in separating cochannel speech signals in different target-to-interference ratios. This method is capable of producing accurate and robust parameter estimation in low signal-to-noise ratio situations compared to other existing algorithms. Copyright (C) 2008 Y. A. Mahgoub and R. M. Dansereau. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
引用
收藏
页数:5
相关论文
共 50 条
  • [11] Joint channel estimation and co-channel interference suppression for space-time block
    Ling, L
    Li, HB
    Yao, YD
    CONFERENCE RECORD OF THE THIRTY-FIFTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, VOLS 1 AND 2, 2001, : 989 - 993
  • [12] Co-channel interference mitigation in the time-scale domain: The CIMTS algorithm
    Heidari, S
    Nikias, CL
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1996, 44 (09) : 2151 - 2162
  • [13] Channel Estimation and Feedback with Continuous Time Domain Parameters
    Wang, Xiao-an
    Wicker, Stephen B.
    2013 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2013, : 4301 - 4307
  • [14] On Time Domain Co-Channel Interference Suppression for SC-FDMA Transmission
    Dang, Uyen Ly
    Zhang, Wenhao
    Ruder, Michael A.
    Gerstacker, Wolfgang H.
    2011 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2011, : 1253 - 1258
  • [15] SEPARATION AND BEARING ESTIMATION OF CO-CHANNEL SIGNALS
    SUBLETT, BJ
    GOOCH, RP
    GOLDBERG, SH
    1989 IEEE MILITARY COMMUNICATIONS CONFERENCE, VOLS 1-3: BRIDGING THE GAP : INTEROPERABILITY, SURVIVABILITY, SECURITY, 1989, : 629 - 634
  • [16] Co-channel interference mitigation in the time-scale domain: the CIMTS algorithm
    Torrey Science Corp, San Diego, United States
    IEEE Trans Signal Process, 9 (2151-2162):
  • [17] Estimation of co-channel signals with linear complexity
    Miller, CL
    Taylor, DP
    Gough, PT
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2001, 49 (11) : 1997 - 2005
  • [18] Performance Analysis for Channel Estimation in Partial Co-channel Environments
    Kim, Jihyung
    Lee, Moon-Sik
    2014 INTERNATIONAL SYMPOSIUM ON WIRELESS PERSONAL MULTIMEDIA COMMUNICATIONS (WPMC), 2014, : 306 - 309
  • [19] Synchronous machine model parameters estimation by a time-domain identification method
    Dehghani, M.
    Karrari, M.
    Rosehart, W.
    Malik, O. P.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2010, 32 (05) : 524 - 529
  • [20] Co-channel speech separation for robust automatic speech recognition: Stability and efficiency
    Yen, KC
    Zhao, YX
    1997 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I - V: VOL I: PLENARY, EXPERT SUMMARIES, SPECIAL, AUDIO, UNDERWATER ACOUSTICS, VLSI; VOL II: SPEECH PROCESSING; VOL III: SPEECH PROCESSING, DIGITAL SIGNAL PROCESSING; VOL IV: MULTIDIMENSIONAL SIGNAL PROCESSING, NEURAL NETWORKS - VOL V: STATISTICAL SIGNAL AND ARRAY PROCESSING, APPLICATIONS, 1997, : 859 - 862