INTERAURAL COHERENCE PRESERVATION IN MWF-BASED BINAURAL NOISE REDUCTION ALGORITHMS USING PARTIAL NOISE ESTIMATION

被引:0
|
作者
Marquardt, Daniel [1 ]
Hohmann, Volker [1 ]
Daclo, Simon [1 ]
机构
[1] Carl von Ossietzky Univ Oldenburg, Dept Med Phys & Acoust & Cluster Excellence Heari, Oldenburg, Germany
关键词
Hearing aids; binaural cues; noise reduction; SOUND FIELDS; SIGNALS;
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Besides noise reduction an important objective of binaural speech enhancement algorithms is the preservation of the binaural cues of both desired and undesired sound sources. Recently an extension of the binaural Multi-channel Wiener filter (MWF), namely the MWF-IC, has been presented which aims to preserve the Interaural Coherence (IC) of the noise component. Since for the MWF-IC no closed-form solution exists, in this paper we propose to preserve the IC using the binaural MWF with partial noise estimation (MWF-N), for which a closed-form solution exists. Furthermore, we derive a closed-form expression for the trade-off parameter in the MWF-N yielding a predefined IC at the filter output. Experimental results in a diffuse noise scenario show that both the MWF-IC and the MWF-N preserve the IC of the output noise component. However, the MWF-IC yields a better noise reduction performance whereas the MWF-N introduces less speech distortion.
引用
收藏
页码:654 / 658
页数:5
相关论文
共 50 条
  • [1] Interaural Coherence Preservation for Binaural Noise Reduction Using Partial Noise Estimation and Spectral Postfiltering
    Marquardt, Daniel
    Doclo, Simon
    [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2018, 26 (07) : 1257 - 1270
  • [2] Comparison of reduced-bandwidth MWF-based noise reduction algorithms for binaural hearing aids
    Doclo, Simon
    van den Bogaert, Tim
    Wouters, Jan
    Moonen, Marc
    [J]. 2007 IEEE WORKSHOP ON APPLICATIONS OF SIGNAL PROCESSING TO AUDIO AND ACOUSTICS, 2007, : 197 - +
  • [3] Reduced-Bandwidth and Distributed MWF-Based Noise Reduction Algorithms for Binaural Hearing Aids
    Doclo, Simon
    Moonen, Marc
    Van den Bogaert, Tim
    Wouters, Jan
    [J]. IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2009, 17 (01): : 38 - 51
  • [4] BINAURAL VOICE ACTIVITY DETECTION FOR MWF-BASED NOISE REDUCTION IN BINAURAL HEARING AIDS
    Cornelis, Bram
    Moonen, Marc
    Wouters, Jan
    [J]. 19TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO-2011), 2011, : 486 - 490
  • [5] IMPROVED NOISE ESTIMATION FOR THE BINAURAL MWF WITH INSTANTANEOUS ITF PRESERVATION
    Marquardt, Daniel
    Wang, Lin
    Hohmann, Volker
    Doclo, Simon
    [J]. 2012 PROCEEDINGS OF THE 20TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2012, : 300 - 304
  • [6] ANALYSIS OF RATE CONSTRAINTS FOR MWF-BASED NOISE REDUCTION IN ACOUSTIC SENSOR NETWORKS
    Lawin-Ore, Toby Christian
    Doclo, Simon
    [J]. 2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 269 - 272
  • [7] Interaural Coherence Preservation in Multi-Channel Wiener Filtering-Based Noise Reduction for Binaural Hearing Aids
    Marquardt, Daniel
    Hohmann, Volker
    Doclo, Simon
    [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2015, 23 (12) : 2162 - 2176
  • [8] Perceptual Evaluation of Binaural MVDR-Based Algorithms to Preserve the Interaural Coherence of Diffuse Noise Fields
    Goessling, Nico
    Marquardt, Daniel
    Doclo, Simon
    [J]. TRENDS IN HEARING, 2020, 24
  • [9] Binaural noise reduction algorithms for hearing aids that preserve interaural time delay cues
    Klasen, Thomas J.
    Van den Bogart, Tim
    Moonen, Marc
    Wouters, Jan
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2007, 55 (04) : 1579 - 1585
  • [10] Binaural Noise Cue Preservation in a Binaural Noise Reduction System With a Remote Microphone Signal
    Szurley, Joseph
    Bertrand, Alexander
    Van Dijk, Bas
    Moonen, Marc
    [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2016, 24 (05) : 952 - 966