Improved Mandarin Chinese Perception for Cochlear Implants Using an Auditory Model based on Stochastic Stimulation

被引:0
|
作者
Zhang, Xiao-Jun [1 ]
Cao, Yi [2 ]
Sun, Wen-Ye [1 ]
Zhao, He-Ming [2 ]
Wu, Di [1 ]
Tao, Zhi [1 ]
机构
[1] Soochow Univ, Coll Phys Optoelect & Energy, Suzhou 215006, Peoples R China
[2] Soochow Univ, Sch Elect & Informat Engn, Suzhou 215006, Peoples R China
基金
中国国家自然科学基金;
关键词
Cochlear implant; Continuous interleaved sampling; Mandarin Chinese tones; Neural firing; Peripheral auditory system;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this study, we propose an auditory model based on stochastic stimulation to enhance the low frequency (LF) information for a cochlear implant, which improves the perception of Mandarin Chinese. For LF channels, a model of the peripheral auditory system is used to generate the stochastic impulse, which is closer to the physiological activity of auditory neural firing. For high frequency channels, interleaved impulses are generated when no impulses appear in the LF channels. Compared with previous methods, such as the continuous interleaved sampling and zerocrossing-based stimulation strategies, our method makes three main contributions: i) both envelope and impulse intervals are employed to transmit speech information; ii) Mandarin Chinese perception is improved in noisy and quiet environments; and iii) the robustness of the proposed strategy is higher and even valid in noisy situations.
引用
收藏
页码:38 / 44
页数:7
相关论文
共 50 条
  • [1] Predictor of Auditory Performance in Mandarin Chinese Children With Cochlear Implants
    Wang, Nan-Mai
    Liu, Chu-Jung
    Liu, Shu-Yu
    Huang, Kuo-You
    Kuo, Yu-Ching
    [J]. OTOLOGY & NEUROTOLOGY, 2011, 32 (06) : 937 - 942
  • [2] Perception of Mandarin Chinese with cochlear implants using enhanced temporal pitch cues
    Milczynski, Matthias
    Chang, Janice Erica
    Wouters, Jan
    van Wieringen, Astrid
    [J]. HEARING RESEARCH, 2012, 285 (1-2) : 1 - 12
  • [3] An auditory model based strategy for cochlear implants
    Nogueira, Waldo
    Katai, Andras
    Harczos, Tamas
    Klefenz, Frank
    Buechner, Andreas
    Edler, Bernd
    [J]. 2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 2007, : 4127 - 4130
  • [4] Development of Mandarin Chinese Vowel Perception in Young Children With Normal Hearing and Cochlear Implants
    Zhang, Changxin
    Li, Mingying
    Yu, Jie
    Liu, Chang
    [J]. JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH, 2021, 64 (11): : 4485 - 4494
  • [5] Improved perception of speech in noise and Mandarin tones with acoustic simulations of harmonic coding for cochlear implants
    [J]. Nie, K. (niek@u.washington.edu), 1600, Acoustical Society of America (132):
  • [6] Improved perception of speech in noise and Mandarin tones with acoustic simulations of harmonic coding for cochlear implants
    Li, Xing
    Nie, Kaibao
    Imennov, Nikita S.
    Won, Jong Ho
    Drennan, Ward R.
    Rubinstein, Jay T.
    Atlas, Les E.
    [J]. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2012, 132 (05): : 3387 - 3398
  • [7] Tone perception in Mandarin-speaking children with cochlear implants
    Li, Gang
    Soli, Sigfrid D.
    Zheng, Yun
    [J]. INTERNATIONAL JOURNAL OF AUDIOLOGY, 2017, 56 : S49 - S59
  • [8] Improved Perception of Music With a Harmonic Based Algorithm for Cochlear Implants
    Li, Xing
    Nie, Kaibao
    Imennov, Nikita S.
    Rubinstein, Jay T.
    Atlas, Les E.
    [J]. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2013, 21 (04) : 684 - 694
  • [9] The effects of stochastic neural activity in a model predicting intensity perception with cochlear implants: Low-rate stimulation
    Bruce, IC
    White, MW
    Irlicht, LS
    O'Leary, SJ
    Clark, GM
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1999, 46 (12) : 1393 - 1404
  • [10] Residual Hearing Improves Early Auditory Perception and Speech Intelligibility in Mandarin-Speaking Children with Cochlear Implants
    Li, Ying
    Zhou, Xin
    Jin, Xin
    Zheng, Jun
    Zhang, Jie
    Liu, Haihong
    [J]. JOURNAL OF INTERNATIONAL ADVANCED OTOLOGY, 2022, 18 (04): : 291 - 296