Single channel speech enhancement using temporal masking

被引:0
|
作者
Gunawan, TS [1 ]
Ambikairajah, E [1 ]
机构
[1] Univ New S Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
关键词
speech enhancement; speech booster; temporal masking; PESQ;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
A novel speech enhancement technique is presented based on the temporal masking properties of the human auditory system. The input signal is divided into a number of sub-bands that are individually and adaptively weighted in the time domain accordina to a short term SNR estimate: in each sub-band. The short time SNR estimate is calculated using the temporal masking thresholds in each sub-band. Objective measures and informal listening tests demonstrated significant improvements over other methods when tested with speech signals corrupted by car noise for SNR values of 0, 10, and 20 dB.
引用
收藏
页码:250 / 254
页数:5
相关论文
共 50 条
  • [1] Single Channel Speech Enhancement by Frequency Domain Constrained Optimization and Temporal Masking
    Jin, Wen
    Scordilis, Michael
    [J]. INTERSPEECH 2006 AND 9TH INTERNATIONAL CONFERENCE ON SPOKEN LANGUAGE PROCESSING, VOLS 1-5, 2006, : 1411 - 1414
  • [2] Single Channel Speech Enhancement Using Masking Based on Sinusoidal Modeling
    Gudmalwar A.
    Rao C.V.R.
    [J]. SN Computer Science, 4 (1)
  • [3] Single-Channel Speech Enhancement Based on Psychoacoustic Masking
    Zhou, Tingting
    Zeng, Yumin
    Wang, Rongrong
    [J]. JOURNAL OF THE AUDIO ENGINEERING SOCIETY, 2017, 65 (04): : 272 - 284
  • [4] Enhancement of single channel speech based on masking property and wavelet transform
    Lu, CT
    Wang, HC
    [J]. SPEECH COMMUNICATION, 2003, 41 (2-3) : 409 - 427
  • [5] On Learning Spectral Masking for Single Channel Speech Enhancement Using Feedforward and Recurrent Neural Networks
    Saleem, Nasir
    Khattak, Muhammad Irfan
    Al-Hasan, Muath
    Qazi, Abdul Baseer
    [J]. IEEE ACCESS, 2020, 8 : 160581 - 160595
  • [6] Single Channel Speech Enhancement Using Temporal Convolutional Recurrent Neural Networks
    Li, Jingdong
    Zhang, Hui
    Zhang, Xueliang
    Li, Changliang
    [J]. 2019 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2019, : 896 - 900
  • [7] Single channel speech enhancement method based on masking properties and minimum statistics
    Jiang, XP
    Fu, H
    Yao, TR
    [J]. 2002 6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I AND II, 2002, : 460 - 463
  • [8] A single channel speech enhancement technique exploiting human auditory masking properties
    Nsabimana, F. X.
    Subbaraman, V
    Zoelzer, U.
    [J]. ADVANCES IN RADIO SCIENCE, 2010, 8 : 95 - 99
  • [9] Single channel speech enhancement based on masking properties of the human auditory system
    Virag, N
    [J]. IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 1999, 7 (02): : 126 - 137
  • [10] Speech Enhancement using Temporal Masking in Presence of Near-end Noise
    Premananda, B. S.
    Uma, B., V
    [J]. 2014 INTERNATIONAL CONFERENCE ON CIRCUITS, COMMUNICATION, CONTROL AND COMPUTING (I4C), 2014, : 263 - 266