SPOTFORMING USING DISTRIBUTED MICROPHONE ARRAYS

被引:0
作者
Taseska, Maja [1 ]
Habets, Emanuel A. P. [1 ]
机构
[1] Int Audio Labs Erlangen, D-91058 Erlangen, Germany
来源
2013 IEEE WORKSHOP ON APPLICATIONS OF SIGNAL PROCESSING TO AUDIO AND ACOUSTICS (WASPAA) | 2013年
关键词
distributed arrays; PSD matrix estimation; source extraction; spatial filtering;
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Extracting sounds that originate from a specific location, while reducing noise and interferers is required in many hands-free communications systems. We propose a spotforming approach that uses distributed microphone arrays and aims at extracting sounds that originate from a pre-defined spot of interest (SOI), while reducing background noise and sounds that originate from outside the SOI. The spotformer is realized as a linear spatial filter, which is based on the signal statistics of sounds from the SOI, the signal statistics of sounds outside the SOI and the background noise signal statistics. The required signal statistics are estimated from the microphone signals, while taking into account the uncertainty in the location estimates of the desired and the interfering sound sources. The applicability of the method is demonstrated by simulations and the quality of the extracted signal is evaluated in different scenarios.
引用
收藏
页数:4
相关论文
共 12 条
  • [1] [Anonymous], 2006, ROOM IMPULSE RESPONS
  • [2] Benesty J, 2008, SPRINGER TOP SIGN PR, V1, P1
  • [3] Gerkmann T., 2011, P IEEE WASPAA NEW PA
  • [4] Generating nonstationary multisensor signals under a spatial coherence constraint
    Habets, Emanuel A. P.
    Cohen, Israel
    Gannot, Sharon
    [J]. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2008, 124 (05) : 2911 - 2917
  • [5] Souden M., 2012, P IEEE ICASSP
  • [6] Gaussian Model-Based Multichannel Speech Presence Probability
    Souden, Mehrez
    Chen, Jingdong
    Benesty, Jacob
    Affes, Sofiene
    [J]. IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2010, 18 (05): : 1072 - 1077
  • [7] Taseska M., 2013, P IEEE ICASSP
  • [8] Taseska M., 2012, P IWAENC SEPT
  • [9] Tashev I., 2005, P IWAENC EINDH NETH
  • [10] Thiergart O., 2011, P HSCMA ED UK MAY