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
下载
收藏
页码:272 / 284
页数:13
相关论文
共 50 条
  • [21] Single-Channel Speech Enhancement Using Double Spectrum
    Blass, Martin
    Mowlaee, Pejman
    Kleijn, W. Bastiaan
    17TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2016), VOLS 1-5: UNDERSTANDING SPEECH PROCESSING IN HUMANS AND MACHINES, 2016, : 1740 - 1744
  • [22] UltraSE: Single-Channel Speech Enhancement Using Ultrasound
    Sun, Ke
    Zhang, Xinyu
    PROCEEDINGS OF THE 27TH ACM ANNUAL INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND NETWORKING (ACM MOBICOM '21), 2021, : 160 - 173
  • [23] Phase-Aware Single-channel Speech Enhancement
    Mowlaee, Pejman
    Watanabe, Mario Kaoru
    Saeidi, Rahim
    14TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2013), VOLS 1-5, 2013, : 1871 - 1873
  • [24] A spectral conversion approach to single-channel speech enhancement
    Mouchtaris, Athanasios
    Van der Spiegel, Jan
    Mueller, Paul
    Tsakalides, Panagiotis
    IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2007, 15 (04): : 1180 - 1193
  • [25] Single channel speech enhancement method based on masking properties and minimum statistics
    Jiang, XP
    Fu, H
    Yao, TR
    2002 6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I AND II, 2002, : 460 - 463
  • [26] Single channel speech enhancement based on masking properties of the human auditory system
    Virag, N
    IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 1999, 7 (02): : 126 - 137
  • [27] Smartphone-based single-channel speech enhancement application for hearing aids
    Shankar, Nikhil
    Bhat, Gautam Shreedhar
    Panahi, Issa M. S.
    Tittle, Stephanie
    Thibodeau, Linda M.
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2021, 150 (03): : 1663 - 1673
  • [28] Single-Channel Speech Enhancement With Phase Reconstruction Based on Phase Distortion Averaging
    Wakabayashi, Yukoh
    Fukumori, Takahiro
    Nakayama, Masato
    Nishiura, Takanobu
    Yamashita, Yoichi
    IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2018, 26 (09) : 1559 - 1569
  • [29] SINGLE-CHANNEL ENHANCEMENT OF CONVOLUTIVE NOISY SPEECH BASED ON A DISCRIMINATIVE NMF ALGORITHM
    Chung, Hanwook
    Plourde, Eric
    Champagne, Benoit
    2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, : 2302 - 2306
  • [30] Single-Channel Speech Enhancement Based on Sub-Band Spectral Entropy
    Wei, Yi
    Zeng, Yumin
    Li, Chen
    JOURNAL OF THE AUDIO ENGINEERING SOCIETY, 2018, 66 (03): : 100 - 113