SPEECH-GUIDED SOURCE SEPARATION USING A PITCH-ADAPTIVE GUIDE SIGNAL MODEL

被引:0
|
作者
Hennequin, Romain [1 ]
Burred, Juan Jose [1 ]
Maller, Simon [1 ]
Leveau, Pierre [1 ]
机构
[1] Audionamix, F-75010 Paris, France
关键词
Audio source separation; non-negative matrix factorization; informed source separation;
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
In this paper, we present a new method to perform underdetermined audio source separation using a spoken or sung reference signal to inform the separation process. This method explicitly models possible differences between the spoken reference and the target signal, such as pitch differences and time lag. We show that the proposed algorithm outperforms state-of-the art methods.
引用
收藏
页数:5
相关论文
共 50 条
  • [41] Estimation of pitch period of speech signal using a new dyadic wavelet algorithm
    Obaidat, MS
    Lee, C
    Sadoun, B
    Nelson, D
    INFORMATION SCIENCES, 1999, 119 (1-2) : 21 - 39
  • [42] Blind speech separation using a joint model of speech production
    Smith, D
    Lukasiak, J
    Burnett, I
    IEEE SIGNAL PROCESSING LETTERS, 2005, 12 (11) : 784 - 787
  • [43] Single-channel source separation of radar fuze mixed signal using advanced adaptive decomposition
    Zhu Hang
    Zhang Shu-Ning
    Zhao Hui-Chang
    ACTA PHYSICA SINICA, 2014, 63 (05) : 058401
  • [44] Detection of Snores Using Source Separation on an Emfit Signal
    Perez-Macias, Jose Maria
    Tenhunen, Mirja
    Varri, Alpo
    Himanen, Sari-Leena
    Viik, Jari
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2018, 22 (04) : 1157 - 1167
  • [45] Blind signal separation using an adaptive weibull distribution
    Waheed, M. El-Sayed
    INTERNATIONAL JOURNAL OF THE PHYSICAL SCIENCES, 2009, 4 (05): : 265 - 270
  • [46] SIGNAL SEPARATION THEORY USING ADAPTIVE ARRAYS.
    Li, Qihu
    International Journal of Adaptive Control and Signal Processing, 1988, 2 (02) : 111 - 120
  • [47] Monaural speech/music source separation using discrete energy separation algorithm
    Litvin, Yevgeni
    Cohen, Israel
    Chazan, Dan
    SIGNAL PROCESSING, 2010, 90 (12) : 3147 - 3163
  • [48] Improvement of Speech Recognition for Robots Using Blind Signal Separation
    Bicher, Daniel
    Kroll-Peters, Olaf
    Lee, Thebin
    Tiotuico, Natascha
    Wilhelm, Mathias
    ISCGAV'08: PROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMPUTATIONAL GEOMETRY AND ARTIFICIAL VISION, 2008, : 52 - 55
  • [49] Blind source separation using an adaptive combination of two separation systems
    Ou, Shi-Feng
    Zhao, Xiao-Hui
    Gao, Ying
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2010, 40 (05): : 1366 - 1370
  • [50] Speech source separation using a generalized mean shift algorithm
    Ayllon, David
    Gil-Pita, Roberto
    Jarabo-Amores, Pilar
    Rosa-Zurera, Manuel
    SIGNAL PROCESSING, 2012, 92 (09) : 2248 - 2252