A Hybrid Coding Strategy to Improve Auditory Perception of Cochlear Implant

被引:0
作者
Sun, Baoyin [1 ]
Zhang, Xiaojun [2 ]
Wang, Yan [3 ]
Wu, Di [3 ]
Xiao, Zhongzhe [3 ]
Tao, Zhi [3 ]
机构
[1] Soochow Univ, Dept Phys & Optoelect Energy, Wenzheng Coll, Suzhou, Peoples R China
[2] Soochow Univ, Dept Phys & Optoelect Energy, Elect Informat Coll, Suzhou, Peoples R China
[3] Soochow Univ, Dept Phys & Optoelect Energy, Suzhou, Peoples R China
来源
2018 5TH INTERNATIONAL CONFERENCE ON SYSTEMS AND INFORMATICS (ICSAI) | 2018年
基金
中国国家自然科学基金;
关键词
cochlear implant; auditory perception; hybrid coding strategy; peripheral auditory system; frequency shifting; MODULATION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Sensory deafness patients can resume the hearing by cochlear implant (CI), but in noisy environment, auditory perception is seriously in decline, in addition, most speech coding techniques of Cl are amplitude coding for no tone language, lacking the extraction of information for time fine structures. This paper proposes the hybrid coding strategy (TICS) to improve the auditory perception of tone language. Against the noise problem, a noise removing algorithm based on auditory masking properties is proposed to filter noise in sub-band. For low frequency 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, a frequency shifting method is used to shift the information of high frequency channels to low frequency channels, which can make patients acquire more speech message. Compared with previous methods, the fundamental frequency of proposed strategy is closer to actual fundamental frequency, and under the same condition of Stilt, the recognition rate of Mandarin tones, words, and sentences is also significantly better than that of Continuous interleaved sampling CIS, Advanced Combination Encoding(ACE), and Phase Locking Stimulating (PLS) strategies.
引用
收藏
页码:845 / 850
页数:6
相关论文
共 14 条
  • [1] Arndt P L, 1999, NON TRADITIONAL REF, P1
  • [2] Chen F, 2008, NOVEL TEMPORAL FINE
  • [3] Zerocrossing-based nonuniform sampling to deliver low-frequency fine structure cue for cochlear implant
    Chen, Fei
    Zhang, Yuan-Ting
    [J]. DIGITAL SIGNAL PROCESSING, 2011, 21 (03) : 427 - 432
  • [4] Federico Bolner, 2016, IEEE INT C AC SPEECH, P1833
  • [5] Speech enhancement based on neural networks improves speech intelligibility in noise for cochlear implant users
    Goehring, Tobias
    Bolner, Federico
    Monaghan, Jessica J. M.
    van Dijk, Bas
    Zarowski, Andrzej
    Bleeck, Stefan
    [J]. HEARING RESEARCH, 2017, 344 : 183 - 194
  • [6] [宫琴 Gong Qin], 2012, [仪器仪表学报, Chinese Journal of Scientific Instrument], V33, P271
  • [7] Liu Ju, 2005, Chinese Journal of Biomedical Engineering, V24, P70
  • [8] Ni Saihua, 2014, J BIOMEDICAL ENG
  • [9] Encoding frequency modulation to improve cochlear implant performance in noise
    Nie, KB
    Stickney, G
    Zeng, FG
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2005, 52 (01) : 64 - 73
  • [10] Speech analysis and synthesis using an AM-FM modulation model
    Potamianos, A
    Maragos, P
    [J]. SPEECH COMMUNICATION, 1999, 28 (03) : 195 - 209