Single-Channel Speech Enhancement Based on Psychoacoustic Masking

被引:3
|
作者
Zhou, Tingting [1 ]
Zeng, Yumin [1 ]
Wang, Rongrong [1 ]
机构
[1] Nanjing Normal Univ, Sch Phys & Technol, Nanjing, Jiangsu, Peoples R China
来源
关键词
NOISE; SUPPRESSION; BACKWARD;
D O I
10.17743/jaes.2017.0003
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
This paper addresses the problem of single-channel speech enhancement based on masking properties of the human auditory system. A complete implementation of speech enhancement using psychoacoustic masking based on a suggestion of Virag [1] is presented in this paper. Essential features have been improved by modifying simultaneous masking and introducing temporal masking in the proposed algorithm. The noise masking threshold is calculated by considering simultaneous masking as well as temporal masking, and then it is used to adapt the subtraction parameters to obtain the best tradeoff between the amount of noise reduction, the speech distortion, and the level of residual noise in a perceptual sense. The application of objective measures and subjective listening tests demonstrate that the proposed algorithm outperforms comparable speech enhancement algorithms.
引用
收藏
页码:272 / 284
页数:13
相关论文
共 50 条
  • [41] INVESTIGATION OF A PARAMETRIC GAIN APPROACH TO SINGLE-CHANNEL SPEECH ENHANCEMENT
    Huang, Gongping
    Chen, Jingdong
    Benesty, Jacob
    2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP), 2015, : 206 - 210
  • [42] Modified Amplitude Spectral Estimator for Single-Channel Speech Enhancement
    Zhai, Zhenhui
    Ou, Shifeng
    Gao, Ying
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCES IN MECHANICAL ENGINEERING AND INDUSTRIAL INFORMATICS (AMEII 2016), 2016, 73 : 1115 - 1120
  • [43] Single-Channel Online Enhancement of Speech Corrupted by Reverberation and Noise
    Doire, Clement S. J.
    Brookes, Mike
    Naylor, Patrick A.
    Hicks, Christopher M.
    Betts, Dave
    Dmour, Mohammad A.
    Jensen, Soren Holdt
    IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2017, 25 (03) : 572 - 587
  • [44] SINGLE-CHANNEL SPEECH ENHANCEMENT WITH SEQUENTIALLY TRAINED DNN SYSTEM
    Sun, Yang
    Xian, Yang
    Wang, Wenwu
    Naqvi, Syed Mohsen
    2019 13TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION SYSTEMS (ICSPCS), 2019,
  • [45] ON PHASE IMPORTANCE IN PARAMETER ESTIMATION IN SINGLE-CHANNEL SPEECH ENHANCEMENT
    Mowlaee, Pejman
    Saeidi, Rahim
    2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 7462 - 7466
  • [46] On Speech Intelligibility Estimation of Phase-Aware Single-Channel Speech Enhancement
    Gaich, Andreas
    Mowlaee, Pejman
    16TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2015), VOLS 1-5, 2015, : 2553 - 2557
  • [47] STFT Phase Reconstruction in Voiced Speech for an Improved Single-Channel Speech Enhancement
    Krawczyk, Martin
    Gerkmann, Timo
    IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2014, 22 (12) : 1931 - 1940
  • [48] SINGLE-CHANNEL SPEECH ENHANCEMENT IN A TRANSIENT NOISE ENVIRONMENT BY EXPLOITING SPEECH HARMONICITY
    Wu, Kai
    Reju, V. G.
    Khong, Andy W. H.
    2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP), 2015, : 5088 - 5092
  • [49] Single-Channel Speech Quality Enhancement in Mobile Networks Based on Generative Adversarial Networks
    Wu, Guifen
    Herencsar, Norbert
    MOBILE NETWORKS & APPLICATIONS, 2024,
  • [50] Single-Channel Speech Enhancement Based on Adaptive Low-Rank Matrix Decomposition
    Li, Chao
    Jiang, Ting
    Wu, Sheng
    Xie, Jianxiao
    IEEE ACCESS, 2020, 8 : 37066 - 37076