A Simple Model of Speech Communication and its Application to Intelligibility Enhancement

被引:18
|
作者
Kleijn, W. Bastiaan [1 ,2 ]
Hendriks, R. C. [2 ]
机构
[1] Victoria Univ Wellington, Wellington, New Zealand
[2] Delft Univ Technol, Delft, Netherlands
关键词
Enhancement; intelligibility; speech; INDEX; NOISE;
D O I
10.1109/LSP.2014.2351784
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We introduce a model of communication that includes noise inherent in the message production process as well as noise inherent in the message interpretation process. The production and interpretation noise processes have a fixed signal-to-noise ratio. The resulting system is a simple but effective model of human communication. The model naturally leads to a method to enhance the intelligibility of speech rendered in a noisy environment. State-of-the-art experimental results confirm the practical value of the model.
引用
收藏
页码:303 / 307
页数:5
相关论文
共 50 条
  • [21] Model Compression by Iterative Pruning with Knowledge Distillation and Its Application to Speech Enhancement
    Wei, Zeyuan
    Li, Hao
    Zhang, Xueliang
    INTERSPEECH 2022, 2022, : 941 - 945
  • [22] The intelligibility of interrupted speech depends upon its uninterrupted intelligibility
    Ardoint, Marine
    Green, Tim
    Rosen, Stuart
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2014, 136 (04): : EL275 - EL280
  • [23] Speech Intelligibility Enhancement After Maxillary Denture Treatment and Its Impact on Quality of Life
    Knipfer, Christian
    Riemann, Max
    Bocklet, Tobias
    Noeth, Elmar
    Schuster, Maria
    Sokol, Biljana
    Eitner, Stephan
    Nkenke, Emeka
    Stelzle, Florian
    INTERNATIONAL JOURNAL OF PROSTHODONTICS, 2014, 27 (01) : 61 - 69
  • [24] Speech Intelligibility Measures for Speech Enhancement under Nonstationary Acoustic Noise
    Tavares, R.
    Zao, L.
    Coelho, R.
    2014 INTERNATIONAL TELECOMMUNICATIONS SYMPOSIUM (ITS), 2014,
  • [25] Effects of Enhancement of Spectral Changes on Speech Quality and Subjective Speech Intelligibility
    Chen, Jing
    Baer, Thomas
    Moore, Brian C. J.
    11TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2010 (INTERSPEECH 2010), VOLS 3 AND 4, 2010, : 1640 - 1643
  • [26] WHY DO SPEECH-ENHANCEMENT ALGORITHMS NOT IMPROVE SPEECH INTELLIGIBILITY?
    Kim, Gibak
    Loizou, Philipos C.
    2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2010, : 4738 - 4741
  • [27] Causal cortical dynamics of a predictive enhancement of speech intelligibility
    Di Liberto, Giovanni M.
    Lalor, Edmund C.
    Millman, Rebecca E.
    NEUROIMAGE, 2018, 166 : 247 - 258
  • [28] Speech intelligibility enhancement based on a non-causal Wavenet-like model
    Shifas, Muhammed P., V
    Tsiaras, Vassilis
    Stylianou, Yannis
    19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6: SPEECH RESEARCH FOR EMERGING MARKETS IN MULTILINGUAL SOCIETIES, 2018, : 1868 - 1872
  • [29] A mapping model of spectral tilt in normal-to-Lombard speech conversion for intelligibility enhancement
    Gang Li
    Ruimin Hu
    Rui Zhang
    Xiaochen Wang
    Multimedia Tools and Applications, 2020, 79 : 19471 - 19491
  • [30] Survey on Quality and Intelligibility offered by Speech Enhancement Algorithms
    Gaikwad, Vidyavati M.
    Vasekar, Shridevi S.
    1ST INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION CONTROL AND AUTOMATION ICCUBEA 2015, 2015, : 694 - 697