Effects of envelope filter cutoff frequency on the intelligibility of Mandarin noise-vocoded speech in babble noise: Implications for cochlear implants

被引:0
|
作者
Mai, Guangting [1 ]
Minett, James W. [1 ]
Wang, William S-Y. [1 ]
机构
[1] Chinese Univ Hong Kong, Language Engn Lab, Iment Elect Engn, Hong Kong, Hong Kong, Peoples R China
来源
14TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2013), VOLS 1-5 | 2013年
关键词
noise-vocoder; envelope cutoff frequency; intelligibility; babble noise; TEMPORAL FINE-STRUCTURE; CUES; RECOGNITION; PERCEPTION; HEARING; INFORMATION; MODULATION; CHANNELS; NUMBER;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In cochlear implants, limited spectral and temporal information is provided. Previous studies argued for different effects of temporal information on speech identification in adverse environments. Particularly, it is unclear how speech intelligibility is influenced by the low-pass cutoff frequency of temporal envelope extractors in noise. The current study explored this issue with Mandarin noise-vocoder simulation in babble noise. Mandarin spoken sentences were mixed with multi-talker babble at different SNRs (4-, 6- and 8-dB) and then noise-vocoded. The vocoders had three numbers of logarithmic-spaced frequency channels (6, 8 and 10) with low-pass filtering the Hilbert envelope at 50 or 500 Hz in each channel. We measured the sentence intelligibility with native normal-hearing subjects and found that intelligibility for the high frequency cutoff condition (500-Hz) is significantly higher at 8-dB SNR with 6 and 8 channels, but significantly lower at 4-dB SNR with 6 channels than the low frequency cutoff condition (50-Hz). This finding suggests that high cutoff frequency of the envelope extractor in noise-vocoders can either improve or impair speech intelligibility in babble noise, hinging on the number of channels and the SNR level. Potential implications of the current finding for cochlear implant designs were further discussed in the paper.
引用
收藏
页码:3613 / 3617
页数:5
相关论文
共 50 条
  • [31] Application of Noise Reduction Algorithm ClearVoice in Cochlear Implant Processing: Effects on Noise Tolerance and Speech Intelligibility in Noise in Relation to Spectral Resolution
    Dingemanse, J. Gertjan
    Goedegebure, Andre
    EAR AND HEARING, 2015, 36 (03): : 357 - 367
  • [32] Effects of Adaptation Rate and Noise Suppression on the Intelligibility of Compressed-Envelope Based Speech
    Lai, Ying-Hui
    Tsao, Yu
    Chen, Fei
    PLOS ONE, 2015, 10 (07):
  • [33] THE EFFECTS OF NOISE SUPPRESSION HEARING-AIDS ON CONSONANT RECOGNITION IN SPEECH-BABBLE AND LOW-FREQUENCY NOISE
    TYLER, RS
    KUK, FK
    EAR AND HEARING, 1989, 10 (04): : 243 - 249
  • [34] Speech recognition in noise as a function of highpass-filter cutoff frequency for people with and without low-frequency cochlear dead regions (L)
    Vinay
    Baer, Thomas
    Moore, Brian C. J.
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2008, 123 (02): : 606 - 609
  • [35] Challenges for Children with Cochlear Implants in Everyday Listening Scenarios: The Competitive Effect of Noise and Face Masks on Speech Intelligibility
    Puglisi, Giuseppina Emma
    Di Iulio, Michele
    Bottalico, Pasquale
    Murgia, Silvia
    Consolino, Patrizia
    Bisetti, Massimo Spadola
    Pitta, Giuseppe
    Shtrepi, Louena
    Astolfi, Arianna
    APPLIED SCIENCES-BASEL, 2023, 13 (15):
  • [36] Mandarin speech-in-noise and tone recognition using vocoder simulations of the temporal limits encoder for cochlear implants
    Meng, Qinglin
    Zheng, Nengheng
    Li, Xia
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2016, 139 (01): : 301 - 310
  • [37] Speech Intelligibility for Cochlear Implant Users with the MMSE Noise-Reduction Time-Frequency Mask
    Mourao, Gustavo Leao
    Costa, Marcio Holsbach
    Paul, Stephan
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2020, 60 (60)
  • [38] Speech intelligibility in cochlear implant simulations: Effects of carrier type, interfering noise, and subject experience
    Whitmal, Nathaniel A., III
    Poissant, Sarah F.
    Freyman, Richard L.
    Helfer, Karen S.
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2007, 122 (04): : 2376 - 2388
  • [39] Speech intelligibility in cochlear implant simulations: Effects of carrier type, interfering noise, and subject experience
    Whitmal III, Nathaniel A.
    Poissant, Sarah F.
    Freyman, Richard L.
    Helfer, Karen S.
    Journal of the Acoustical Society of America, 2007, 122 (04): : 2376 - 2388
  • [40] Effects of electrode separation between speech and noise signals on consonant identification in cochlear implants
    Kwon, Bom Jun
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2009, 126 (06): : 3258 - 3267