An adaptive post-filtering method producing an artificial Lombard-like effect for intelligibility enhancement of narrowband telephone speech

被引:21
|
作者
Jokinen, Emma [1 ]
Takanen, Marko [1 ]
Vainio, Martti [2 ]
Alku, Paavo [1 ]
机构
[1] Aalto Univ, Dept Signal Proc & Acoust, FI-00076 Aalto, Finland
[2] Univ Helsinki, Inst Behav Sci, FI-00014 Helsinki, Finland
来源
COMPUTER SPEECH AND LANGUAGE | 2014年 / 28卷 / 02期
基金
芬兰科学院;
关键词
Speech enhancement; Telephone speech; Post-filtering; Intelligibility; Lombard effect; NOISE;
D O I
10.1016/j.csl.2013.03.005
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Post-filtering can be used in mobile communications to improve the quality and intelligibility of speech. Energy reallocation with a high-pass type filter has been shown to work effectively in improving the intelligibility of speech in difficult noise conditions. This paper introduces a post-filtering algorithm that adapts to the background noise level as well as to the fundamental frequency of the speaker and models the spectral effects observed in natural Lombard speech. The introduced method and another post-filtering technique were compared to unprocessed telephone speech in subjective listening tests in terms of intelligibility and quality. The results indicate that the proposed method outperforms the reference method in difficult noise conditions. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:619 / 628
页数:10
相关论文
共 9 条
  • [1] Utilization of the Lombard effect in post-filtering for intelligibility enhancement of telephone speech
    Jokinen, Emma
    Alku, Paavo
    Vainio, Marti
    [J]. 13TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2012 (INTERSPEECH 2012), VOLS 1-3, 2012, : 590 - 593
  • [2] Frequency-adaptive post-filtering for intelligibility enhancement of narrowband telephone speech
    Jokinen, Emma
    Takanen, Marko
    Alku, Paavo
    [J]. 14TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2013), VOLS 1-5, 2013, : 1178 - 1182
  • [3] Signal-to-noise ratio adaptive post-filtering method for intelligibility enhancement of telephone speech
    Jokinen, Emma
    Yrttiaho, Santeri
    Pulakka, Hannu
    Vainio, Martti
    Alku, Paavo
    [J]. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2012, 132 (06): : 3990 - 4001
  • [4] COMPARISON OF POST-FILTERING METHODS FOR INTELLIGIBILITY ENHANCEMENT OF TELEPHONE SPEECH
    Jokinen, Emma
    Alku, Paavo
    Vainio, Martti
    [J]. 2012 PROCEEDINGS OF THE 20TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2012, : 2333 - 2337
  • [5] Post-filtering Technique Using Band Importance Function for Speech Intelligibility Enhancement
    Lai, Ying-Hui
    Tang, Shih-Tsang
    Li, Pei-Chun
    [J]. 2016 IEEE SECOND INTERNATIONAL CONFERENCE ON MULTIMEDIA BIG DATA (BIGMM), 2016, : 487 - 491
  • [6] A speech enhancement method based on phrase-error and post-filtering
    Ma, Xiao-Hong
    Li, Rui
    Yin, Fu-Liang
    [J]. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2009, 37 (09): : 1977 - 1981
  • [7] Speech enhancement with an acoustic vector sensor: An effective adaptive beamforming and post-filtering approach
    [J]. Zou, Y.X. (zouyx@pkusz.edu.cn), 1600, Springer International Publishing (2014):
  • [8] Speech enhancement with an acoustic vector sensor: an effective adaptive beamforming and post-filtering approach
    Zou, Yue Xian
    Wang, Peng
    Wang, Yong Qing
    Ritz, Christian H.
    Xi, Jiangtao
    [J]. EURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING, 2014,
  • [9] Speech enhancement with an acoustic vector sensor: an effective adaptive beamforming and post-filtering approach
    Yue Xian Zou
    Peng Wang
    Yong Qing Wang
    Christian H Ritz
    Jiangtao Xi
    [J]. EURASIP Journal on Audio, Speech, and Music Processing, 2014