The Role of Spectral Resolution in Foreign-Accented Speech Perception

Several studies have shown that diminished spectral resolution leads to poorer speech recognition in adverse listening conditions such as competing background noise or in cochlear implants. Although intelligibility is also reduced when the talker has a foreign accent, it is unknown how limited spectral resolution interacts with foreign-accent perception. It is hypothesized that limited spectral resolution will further impair perception of foreign-accented speech. To test this, we assessed the contribution of spectral resolution to the intelligibility of foreign-accented speech by varying the number of spectral channels in a tone vocoder. We also examined listeners’ abilities to discriminate between native and foreign-accented speech in each condition to determine the effect of reduced spectral resolution on accent detection. Results showed that increasing the spectral resolution improves intelligibility for foreign-accented speech while also improving listeners’ ability to detect a foreign accent but not to the level of accuracy for broadband speech. Results also reveal a correlation between intelligibility and accent detection. Overall, results suggest that greater spectral resolution is needed for perception of foreign-accented speech compared to native speech.

[1]  Tessa Bent,et al.  Perceptual adaptation to nonnative speech by school-aged children , 2016 .

[2]  Kristin J. Van Engen,et al.  Listening effort and accented speech , 2014, Front. Hum. Neurosci..

[3]  Marijt J. Witteman,et al.  Tolerance for inconsistency in foreign-accented speech , 2014, Psychonomic bulletin & review.

[4]  Qian-Jie Fu,et al.  Perception of speech produced by native and nonnative talkers by listeners with normal hearing and listeners with cochlear implants. , 2014, Journal of speech, language, and hearing research : JSLHR.

[5]  Kathleen F. Faulkner,et al.  Some observations about cochlear implants: challenges and future directions , 2013 .

[6]  S. Brown-Schmidt,et al.  Limitations on adaptation to foreign accents. , 2013, Journal of memory and language.

[7]  Marijt J. Witteman,et al.  Foreign accent strength and listener familiarity with an accent codetermine speed of perceptual adaptation , 2013, Attention, perception & psychophysics.

[8]  B. Wright,et al.  Accent-independent adaptation to foreign accented speech. , 2013, The Journal of the Acoustical Society of America.

[9]  D. Pisoni,et al.  Perceptual adaptation to sinewave-vocoded speech across languages. , 2009, Journal of experimental psychology. Human perception and performance.

[10]  Matthew H. Davis,et al.  Perceptual learning of noise vocoded words: effects of feedback and lexicality. , 2008, Journal of experimental psychology. Human perception and performance.

[11]  L. Humes,et al.  Effects of training on speech recognition performance in noise using lexically hard words. , 2007, Journal of speech, language, and hearing research : JSLHR.

[12]  D. Pisoni,et al.  Influence of voice similarity on talker discrimination in children with normal hearing and children with cochlear implants. , 2005, Journal of speech, language, and hearing research : JSLHR.

[13]  Constance M. Clarke,et al.  Rapid adaptation to foreign-accented English. , 2004, The Journal of the Acoustical Society of America.

[14]  Cynthia G. Clopper,et al.  Perceptual dialect categorization by an adult cochlear implant user: a case study. , 2004, International congress series.

[15]  Qian-Jie Fu,et al.  The number of spectral channels required for speech recognition depends on the difficulty of the listening situation. , 2004, Acta oto-laryngologica. Supplementum.

[16]  Michael F Dorman,et al.  Dichotic speech recognition in noise using reduced spectral cues. , 2003, The Journal of the Acoustical Society of America.

[17]  D. Pisoni,et al.  Talker Discrimination by Prelingually Deaf Children with Cochlear Implants: Preliminary Results , 2002, The Annals of otology, rhinology & laryngology. Supplement.

[18]  M. Dorman,et al.  Speech intelligibility as a function of the number of channels of stimulation for signal processors using sine-wave and noise-band outputs. , 1997, The Journal of the Acoustical Society of America.

[19]  R V Shannon,et al.  Speech Recognition with Primarily Temporal Cues , 1995, Science.

[20]  Tracey M. Derwing,et al.  Foreign Accent, Comprehensibility, and Intelligibility in the Speech of Second Language Learners , 1995 .

[21]  H. Lane Foreign Accent and Speech Distortion , 1962 .

[22]  David B. Pisoni,et al.  The perception of foreign-accented speech by cochlear implant users , 2015, ICPhS.

[23]  Jeremy Goslin,et al.  Regional and Foreign Accent Processing in English: Can Listeners Adapt? , 2009, Journal of psycholinguistic research.