SVD-based portable device for real-time hoarse voice denoising

被引:0
|
作者
Manfredi, C [1 ]
Landini, L [1 ]
Faita, F [1 ]
Gemignani, V [1 ]
机构
[1] Univ Florence, Dept Elect & Telecommun, I-50139 Florence, Italy
关键词
speech; hoarseness; cordectomy; denoising; singular value decomposition; LP filtering; real-time implementation; DSP;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
For pathological voices, hoarseness is mainly due to airflow turbulence in the vocal tract and is often referred to as noise. This paper focuses on enhancement of speech signals, supposed degraded by additive white noise. Speech enhancement is performed in time-domain, by means of a low-order singular value decomposition that allows removing the noise contribution while preserving the harmonic structure of the original speech signal. The approach was tested on synthetic data and applied to real data, concerning hoarse voices of cordectomised patients. Its simple structure allows a real-time implementation, based on C and Assembler code, properly optimised on a DSP board. Hence, the method is suitable for portable device realisation, as an aid to disphonic speakers. It could be of help for diminishing effort in speaking, which is closely related to social problems due to awkwardness of voice.
引用
收藏
页码:857 / 860
页数:4
相关论文
共 50 条
  • [1] SVD-Based Method for ECG Denoising
    Ouali, Mohammed Assam
    Chafaa, Kheireddine
    [J]. 2013 INTERNATIONAL CONFERENCE ON COMPUTER APPLICATIONS TECHNOLOGY (ICCAT), 2013,
  • [2] Denoising in SVD-based ghost imaging
    Chen, Liu-Ya
    Wang, Chong
    Xiao, Xu-Yi
    Ren, Cheng
    Zhang, De-Jian
    Li, Zhuan
    Cao, De-Zhong
    [J]. OPTICS EXPRESS, 2022, 30 (04): : 6248 - 6257
  • [3] Real-time SVD-based detection of multiple combined faults in induction motors
    Hernandez-Vargas, M.
    Cabal-Yepez, E.
    Garcia-Perez, A.
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2014, 40 (07) : 2193 - 2203
  • [4] An Efficient SVD-Based Method for Image Denoising
    Guo, Qiang
    Zhang, Caiming
    Zhang, Yunfeng
    Liu, Hui
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2016, 26 (05) : 868 - 880
  • [5] New portable device to allow real-time imaging
    Steffanus, D
    [J]. EQUINE ATHLETE, 1997, 10 (05): : 10 - 10
  • [6] PORTABLE DEVICE FOR REAL-TIME ECG RECORDING AND TELEMETRY
    Naeemabadi, Mohammad Reza
    Chomachar, Nooshaz Amirahmadi
    Khalilzadeh, Mohammad Ali
    Dehnavi, Alireza Mehri
    [J]. 2011 24TH CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2011, : 508 - 511
  • [7] The development of a portable real-time display of voice source characteristics
    Batty, SV
    Garner, PE
    Howard, DM
    Turner, P
    White, AD
    [J]. PROCEEDINGS OF THE 26TH EUROMICRO CONFERENCE, VOLS I AND II, 2000, : A419 - A422
  • [8] Real-time Digital Video Watermarking Based on SVD
    Kanocz, Tamas
    Goc-Matis, Peter
    Gallo, Patrik
    Levicky, Dusan
    [J]. PROCEEDINGS OF THE 21ST INTERNATIONAL CONFERENCE - RADIOELEKTRONIKA 2011, 2011, : 229 - 232
  • [9] Implementation of a portable device for real-time ECG signal analysis
    Taegyun Jeon
    Byoungho Kim
    Moongu Jeon
    Byung-Geun Lee
    [J]. BioMedical Engineering OnLine, 13
  • [10] Implementation of ECG Portable Device for Real-Time Signal Monitoring
    Purahong, B.
    Thongkrairat, S.
    Anuwongpinit, T.
    Chutchavong, V.
    Aoyama, H.
    [J]. PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON COMMUNICATION AND INFORMATION PROCESSING (ICCIP 2017), 2017, : 257 - 260