Real-time Simulink implementation of noise adaptive speech processing pipeline of cochlear implants

被引:2
|
作者
Saki, Fatemeh [1 ]
Bhattacharya, Aditya [1 ]
Kehtarnavaz, Nasser [1 ]
机构
[1] Univ Texas Dallas, Dept Elect & Comp Engn, Richardson, TX 75083 USA
关键词
Adaptive noise reduction in cochlear implants; Real-time Simulink implementation; Speech processing pipeline of cochlear implants; PERCEPTUAL EVALUATION; QUALITY ASSESSMENT; ENHANCEMENT; PESQ;
D O I
10.1016/j.specom.2017.12.009
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
This paper presents the real-time Simulink implementation of a noise adaptive speech processing pipeline for cochlear implants that was developed in a previous work. After providing an overview of each component or module in the pipeline, it is described how each module is implemented in Simulink so that the input audio frames are processed in real-time. This Simulink implementation allows the same code to be run on different hardware boards that are supported by Simulink. The performance of this implemented pipeline is evaluated in terms of six objective measures of speech quality. The results obtained indicate the effectiveness of suppressing noise in this speech processing pipeline when using the implemented automatic mechanism to identify the noise environment.
引用
下载
收藏
页码:197 / 206
页数:10
相关论文
共 50 条
  • [41] Design and implementation of a real-time image noise canceller
    Ma, J
    Huang, XM
    VISUAL INFORMATION PROCESSING XIII, 2004, 5438 : 273 - 281
  • [42] Implementation of a coherent real-time noise radar system
    Ankel, Martin
    Tholen, Mats
    Bryllert, Tomas
    Ulander, Lars M. H.
    Delsing, Per
    IET RADAR SONAR AND NAVIGATION, 2023, 7 (1002-1013): : 1002 - 1013
  • [43] Pipeline processing in real-time of CABAC decoder based on FPGA
    Petrovsky, Alexey
    Stankevich, Andrew
    Petrovskyi, Alexander
    2012 INTERNATIONAL CONFERENCE ON SIGNALS AND ELECTRONIC SYSTEMS (ICSES), 2012,
  • [44] Real-time adaptive image impulse noise suppression
    Andreadis, I
    Louverdis, G
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2004, 53 (03) : 798 - 806
  • [45] Evaluation of Speech Recognition in Noise with Cochlear Implants and Dynamic FM
    Wolfe, Jace
    Schafert, Erin C.
    Heldner, Benjamin
    Muelder, Hans
    Ward, Emily
    Vincent, Brandon
    JOURNAL OF THE AMERICAN ACADEMY OF AUDIOLOGY, 2009, 20 (07) : 409 - 421
  • [46] ACOUSTOOPTIC IMPLEMENTATION OF REAL-TIME AND NEAR-REAL-TIME SIGNAL PROCESSING
    BERG, NJ
    LEE, JN
    CASSEDAY, MW
    OPTICAL ENGINEERING, 1979, 18 (04) : 420 - 428
  • [47] Optimizing the implementation of real-time Simulink models onto distributed automotive architectures
    Han, Gang
    Di Natale, Marco
    Zeng, Haibo
    Liu, Xue
    Dou, Wenhua
    JOURNAL OF SYSTEMS ARCHITECTURE, 2013, 59 (10) : 1115 - 1127
  • [48] Real-time implementation of digital relay models using MATLAB/SIMULINK and RTDS
    Apostolopoulos, Christos A.
    Korres, George N.
    EUROPEAN TRANSACTIONS ON ELECTRICAL POWER, 2010, 20 (03): : 290 - 305
  • [49] Real-time modal control implementation for adaptive optics
    Wirth, A
    Navetta, J
    Looze, D
    Hippler, S
    Glindemann, A
    Hamilton, D
    APPLIED OPTICS, 1998, 37 (21) : 4586 - 4597
  • [50] Real-time modal control implementation for adaptive optics
    Wirth, Allan
    Navetta, Joseph
    Looze, Douglas
    Hippler, Stefan
    Glindemann, Andreas
    Hamilton, Donald
    Applied Optics, 1998, 37 (21): : 4586 - 4597