A novel speech-processing strategy incorporating tonal information for cochlear implants

被引:49
|
作者
Lan, N
Nie, KB
Gao, SK
Zeng, FG
机构
[1] Univ So Calif, Dept Biokinesiol & Phys Therapy, Los Angeles, CA 90089 USA
[2] Univ Calif Irvine, Dept Otolaryngol, Irvine, CA 92697 USA
[3] Univ Calif Irvine, Dept Biomed Engn, Irvine, CA 92697 USA
[4] Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China
关键词
acoustic signal processing; coehlear implants; electrical stimulation; speech perception; tonal language;
D O I
10.1109/TBME.2004.826597
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Good performance in cochlear implant users depends in large part on the ability of a speech processor to effectively decompose speech signals into multiple channels of narrow-band electrical pulses for stimulation of the auditory nerve. Speech processors that extract only envelopes of the narrow-band signals (e.g., the continuous interleaved sampling (CIS) processor) may not provide sufficient information to encode the tonal cues in languages such as Chinese. To improve the performance in cochlear implant users who speak tonal language, we proposed and developed a novel speech-processing strategy, which extracted both the envelopes of the narrow-band signals and the fundamental frequency (F-0) of the speech signal, and used them to modulate both the amplitude and the frequency of the electrical pulses delivered to stimulation electrodes. We developed an algorithm to extract the fundatmental frequnency and identified the general patterns of pitch variations of four typical tones in Chinese speech. The effectiveness of the extraction algorithm was verified with an artificial neural network that recognized the tonal patterns from the extracted F-0 information. We then compared the novel strategy with the envelope-extraction CIS strategy in human subjects with normal hearing. The novel strategy produced significant improvement in perception of Chinese tones, phrases, and sentences. This novel processor with dynamic modulation of both frequency and amplitude is encouraging for the design of a cochlear implant device for sensorineurally deaf patients who speak tonal languages.
引用
收藏
页码:752 / 760
页数:9
相关论文
共 50 条
  • [1] A speech processing strategy of cochlear implants based on tonal information of Chinese language
    Nie, KB
    Lan, N
    Gao, SK
    [J]. PROCEEDINGS OF THE 20TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 20, PTS 1-6: BIOMEDICAL ENGINEERING TOWARDS THE YEAR 2000 AND BEYOND, 1998, 20 : 3154 - 3157
  • [2] SPEECH-PROCESSING STRATEGIES FOR A COCHLEAR PROSTHESIS
    WHITE, M
    [J]. ARTIFICIAL ORGANS, 1984, 8 (03) : 394 - 394
  • [3] EVALUATION OF A 2-FORMANT SPEECH-PROCESSING STRATEGY FOR A MULTICHANNEL COCHLEAR PROSTHESIS
    DOWELL, RC
    SELIGMAN, PM
    BLAMEY, PJ
    CLARK, GM
    [J]. ANNALS OF OTOLOGY RHINOLOGY AND LARYNGOLOGY, 1987, 96 (01): : 132 - 134
  • [4] ENHANCED SPARSE SPEECH PROCESSING STRATEGY FOR COCHLEAR IMPLANTS
    Hu, Hongmei
    Li, Guoping
    Chen, Liang
    Sang, Jinqiu
    Wang, Shouyan
    Lutman, Mark E.
    Bleeck, Stefan
    [J]. 19TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO-2011), 2011, : 491 - 495
  • [5] COMPARISON OF 2 COCHLEAR IMPLANT SPEECH-PROCESSING STRATEGIES
    CLARK, GM
    TONG, YC
    DOWELL, RC
    [J]. ANNALS OF OTOLOGY RHINOLOGY AND LARYNGOLOGY, 1984, 93 (02): : 127 - 131
  • [6] CURRENT SPREADING AND SPEECH-PROCESSING STRATEGIES FOR COCHLEAR PROSTHESES
    WHITE, RL
    VANCOMPERNOLLE, D
    [J]. ANNALS OF OTOLOGY RHINOLOGY AND LARYNGOLOGY, 1987, 96 (01): : 22 - 24
  • [7] Analysis of speech identification results of CIS speech processor for cochlear implants with and without tonal information
    Nie, KB
    Liu, J
    Hou, CX
    Fan, SH
    [J]. IEEE-EMBS ASIA PACIFIC CONFERENCE ON BIOMEDICAL ENGINEERING - PROCEEDINGS, PTS 1 & 2, 2000, : 209 - 210
  • [8] An Adaptive Envelope Compression Strategy for Speech Processing in Cochlear Implants
    Lai, Ying-Hui
    Chen, Fei
    Tsao, Yu
    [J]. 15TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2014), VOLS 1-4, 2014, : 481 - 484
  • [9] SPEECH PROCESSING FOR COCHLEAR IMPLANTS
    WALLENBERG, ELV
    HOCHMAIRDESOYER, IJ
    HOCHMAIR, ES
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1985, 32 (10) : 900 - 900
  • [10] Efficient Algorithm development of CIS Speech Processing Strategy for Cochlear Implants
    Ahmad, Talha J.
    Ali, Hussnain
    Ajaz, Muhammad Asim
    Khan, Shoab A.
    [J]. 2009 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-20, 2009, : 1270 - 1273