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Published in: Journal of the Association for Research in Otolaryngology 3/2004

01-09-2004

The Role of Spectral and Temporal Cues in Voice Gender Discrimination by Normal-Hearing Listeners and Cochlear Implant Users

Authors: Qian-Jie Fu, Sherol Chinchilla, John J. Galvin

Published in: Journal of the Association for Research in Otolaryngology | Issue 3/2004

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Abstract

The present study investigated the relative importance of temporal and spectral cues in voice gender discrimination and vowel recognition by normal-hearing subjects listening to an acoustic simulation of cochlear implant speech processing and by cochlear implant users. In the simulation, the number of speech processing channels ranged from 4 to 32, thereby varying the spectral resolution; the cutoff frequencies of the channels’ envelope filters ranged from 20 to 320 Hz, thereby manipulating the available temporal cues. For normal-hearing subjects, results showed that both voice gender discrimination and vowel recognition scores improved as the number of spectral channels was increased. When only 4 spectral channels were available, voice gender discrimination significantly improved as the envelope filter cutoff frequency was increased from 20 to 320 Hz. For all spectral conditions, increasing the amount of temporal information had no significant effect on vowel recognition. Both voice gender discrimination and vowel recognition scores were highly variable among implant users. The performance of cochlear implant listeners was similar to that of normal-hearing subjects listening to comparable speech processing (4–8 spectral channels). The results suggest that both spectral and temporal cues contribute to voice gender discrimination and that temporal cues are especially important for cochlear implant users to identify the voice gender when there is reduced spectral resolution.
Literature
go back to reference Arndt, P, Staller, S, Arcaroli, J, Hines, A, Ebinger, K 1999Within-subject comparison of advanced coding strategies in the Nucleus 24 Cochlear ImplantCochlear CorporationEnglewood, CO Arndt, P, Staller, S, Arcaroli, J, Hines, A, Ebinger, K 1999Within-subject comparison of advanced coding strategies in the Nucleus 24 Cochlear ImplantCochlear CorporationEnglewood, CO
go back to reference Brill, S, Gstottner, W, Helms, J, Ilberg, CV, Baumgartner, W, Muller, J, Kiefer, J 1997Optimization of channel number and stimulation rate for the fast CIS strategy in the COMBI 40+Am. J. Otol18S104S106PubMed Brill, S, Gstottner, W, Helms, J, Ilberg, CV, Baumgartner, W, Muller, J, Kiefer, J 1997Optimization of channel number and stimulation rate for the fast CIS strategy in the COMBI 40+Am. J. Otol18S104S106PubMed
go back to reference Cleary, M, Pisoni, DB 2002Talker discrimination by prelingually deaf children with cochlear implants: preliminary resultsAnn. Otol. Rhinol. Laryngol. Suppl189113118PubMed Cleary, M, Pisoni, DB 2002Talker discrimination by prelingually deaf children with cochlear implants: preliminary resultsAnn. Otol. Rhinol. Laryngol. Suppl189113118PubMed
go back to reference Dorman, M, Loizou, P, Rainey, D 1997Speech intelligibility as a function of the number of channels of stimulation for signal processors using sine-wave and noise-band outputJ. Acoust. Soc. Am10224032411CrossRefPubMed Dorman, M, Loizou, P, Rainey, D 1997Speech intelligibility as a function of the number of channels of stimulation for signal processors using sine-wave and noise-band outputJ. Acoust. Soc. Am10224032411CrossRefPubMed
go back to reference Dorman, MF, Loizou, PC, Fitzke, J 1998The recognition of sentences in noise by normal-hearing listeners using simulations of cochlear-implant signal processors with 6–20 channelsJ. Acoust. Soc. Am10435833585CrossRefPubMed Dorman, MF, Loizou, PC, Fitzke, J 1998The recognition of sentences in noise by normal-hearing listeners using simulations of cochlear-implant signal processors with 6–20 channelsJ. Acoust. Soc. Am10435833585CrossRefPubMed
go back to reference Drullman, R, Festen, JM, Plomp, R 1994Effect of temporal envelope smearing on speech receptionJ. coust. Soc. Am9510531064 Drullman, R, Festen, JM, Plomp, R 1994Effect of temporal envelope smearing on speech receptionJ. coust. Soc. Am9510531064
go back to reference Fellowes, JM, Remez, RE, Rubin, PE 1997Perceiving sex and identity of a talker without natural voice timbrePercept. Psycophys59839849 Fellowes, JM, Remez, RE, Rubin, PE 1997Perceiving sex and identity of a talker without natural voice timbrePercept. Psycophys59839849
go back to reference Friesen, LM, Shannon, RV, Baskent, D, Wang, X 2001Speech recognition in noise as a function of the number of spectral channels: a comparison of acoustic hearing and cochlear implantsJ. Acoust. Soc. Am11011501163CrossRefPubMed Friesen, LM, Shannon, RV, Baskent, D, Wang, X 2001Speech recognition in noise as a function of the number of spectral channels: a comparison of acoustic hearing and cochlear implantsJ. Acoust. Soc. Am11011501163CrossRefPubMed
go back to reference Friesen, LM, Shannon, RV, Cruz, R 2004Speech recognition as a function of stimulation rate in Clarion and Nucleus-22 cochlear implantsAudiol. Neurootol..in press Friesen, LM, Shannon, RV, Cruz, R 2004Speech recognition as a function of stimulation rate in Clarion and Nucleus-22 cochlear implantsAudiol. Neurootol..in press
go back to reference Fu, Q-J, Shannon, RV 2000Effects of stimulation rate on phoneme recognition in cochlear implant usersJ. Acoust. Soc. Am107589597CrossRefPubMed Fu, Q-J, Shannon, RV 2000Effects of stimulation rate on phoneme recognition in cochlear implant usersJ. Acoust. Soc. Am107589597CrossRefPubMed
go back to reference Fu, Q-J, Zeng, F-G 2000Effects of envelope cues on Mandarin Chinese tone recognitionAsia Pac J Speech Lang Hear54557 Fu, Q-J, Zeng, F-G 2000Effects of envelope cues on Mandarin Chinese tone recognitionAsia Pac J Speech Lang Hear54557
go back to reference Fu, Q-J, Shannon, R, Wang, X 1998aEffects of noise and spectral resolution on vowel and consonant recognition: Acoustic and electric hearingJ. Acoust. Soc. Am10435863596CrossRef Fu, Q-J, Shannon, R, Wang, X 1998aEffects of noise and spectral resolution on vowel and consonant recognition: Acoustic and electric hearingJ. Acoust. Soc. Am10435863596CrossRef
go back to reference Fu, Q-J, Zeng, F-G, Shannon, RV, Soli, SD 1998bImportance of tonal envelope cues in Chinese speech recognitionJ. Acoust. Soc. Am104505510CrossRef Fu, Q-J, Zeng, F-G, Shannon, RV, Soli, SD 1998bImportance of tonal envelope cues in Chinese speech recognitionJ. Acoust. Soc. Am104505510CrossRef
go back to reference Fu, Q-J, Hsu, C-J, Horng, M-J 2004Effects of speech processing strategy on Chinese tone recognition by nucleus-24 cochlear implant patientsEar Hear..in press Fu, Q-J, Hsu, C-J, Horng, M-J 2004Effects of speech processing strategy on Chinese tone recognition by nucleus-24 cochlear implant patientsEar Hear..in press
go back to reference Greenwood, DD 1990A cochlear frequency–position function for several species—29 years laterJ. Acoust. Soc. Am8725922605PubMed Greenwood, DD 1990A cochlear frequency–position function for several species—29 years laterJ. Acoust. Soc. Am8725922605PubMed
go back to reference Hillenbrand, J, Getty, LA, Clark, MJ, Wheeler, K 1998Acoustic characteristics of American English vowelsJ. Acoust. Soc. Am9730993111 Hillenbrand, J, Getty, LA, Clark, MJ, Wheeler, K 1998Acoustic characteristics of American English vowelsJ. Acoust. Soc. Am9730993111
go back to reference Klatt, DH, Klatt, LC 1990Analysis, synthesis and perception of voice quality variations among female and male talkersJ. Acoust. Soc. Am80820857 Klatt, DH, Klatt, LC 1990Analysis, synthesis and perception of voice quality variations among female and male talkersJ. Acoust. Soc. Am80820857
go back to reference Ladefoged, P 1993A Course In Phonetics3rd edHarcourt Brace College PublishersCity187 Ladefoged, P 1993A Course In Phonetics3rd edHarcourt Brace College PublishersCity187
go back to reference Linke, CE 1973A study of pitch characteristics of female voices and their relationship to vocal effectivenessFolia Phoniatr. (Basel)25173185 Linke, CE 1973A study of pitch characteristics of female voices and their relationship to vocal effectivenessFolia Phoniatr. (Basel)25173185
go back to reference Loizou, P, Poroy, O, Dorman, M 2000The effect of parametric variations of cochlear implant processors on speech understandingJ. Acoust. Soc. Am108790802CrossRefPubMed Loizou, P, Poroy, O, Dorman, M 2000The effect of parametric variations of cochlear implant processors on speech understandingJ. Acoust. Soc. Am108790802CrossRefPubMed
go back to reference Loizou, P, Poroy, O 2001Minimal spectral contrast needed for vowel identification by normal hearing and cochlear implant listenersJ. Acoust. Soc. Am11016191627CrossRefPubMed Loizou, P, Poroy, O 2001Minimal spectral contrast needed for vowel identification by normal hearing and cochlear implant listenersJ. Acoust. Soc. Am11016191627CrossRefPubMed
go back to reference Luo, X, Fu, Q-J 2004Enhancing Chinese tone recognition by manipulating amplitude contour: Implications for cochlear implantsJ. Acoust. Soc. Am...in press Luo, X, Fu, Q-J 2004Enhancing Chinese tone recognition by manipulating amplitude contour: Implications for cochlear implantsJ. Acoust. Soc. Am...in press
go back to reference McDonald CJ, Kirk KI, Krueger T, Houston D, Sprunger A. Talker Discrimination by Adults with Cochlear Implants. Association for Research in Otolaryngology, 26th Midwinter Meeting, February 2003 McDonald CJ, Kirk KI, Krueger T, Houston D, Sprunger A. Talker Discrimination by Adults with Cochlear Implants. Association for Research in Otolaryngology, 26th Midwinter Meeting, February 2003
go back to reference Mury, T, Sigh, S 1980Multidimensional analysis of male and female voicesJ. Acoust. Soc. Am6812941300PubMed Mury, T, Sigh, S 1980Multidimensional analysis of male and female voicesJ. Acoust. Soc. Am6812941300PubMed
go back to reference Remez, RE, Fellowes, JM, Rubin, PE 1997Talker identification based on phonetic informationJ. Exp. Psychol. Hum. Percept. Perform23651666CrossRefPubMed Remez, RE, Fellowes, JM, Rubin, PE 1997Talker identification based on phonetic informationJ. Exp. Psychol. Hum. Percept. Perform23651666CrossRefPubMed
go back to reference Rosen, S 1992Temporal information in speech: acoustic, auditory and linguistic aspectsPhilos. Trans. R. Soc. Lond B Biol Sci336367373PubMed Rosen, S 1992Temporal information in speech: acoustic, auditory and linguistic aspectsPhilos. Trans. R. Soc. Lond B Biol Sci336367373PubMed
go back to reference Seligman, PM, McDennott, HJ 1995Architecture of the Spectra-22 speech processorAnn. Otol. Rhinol. Laryngol104139141 Seligman, PM, McDennott, HJ 1995Architecture of the Spectra-22 speech processorAnn. Otol. Rhinol. Laryngol104139141
go back to reference Shannon, RV, Zeng, FG, Kammath, V, Wygonski, J, Ekelid, M 1995Speech recognition with primarily temporal cuesScience270303304PubMed Shannon, RV, Zeng, FG, Kammath, V, Wygonski, J, Ekelid, M 1995Speech recognition with primarily temporal cuesScience270303304PubMed
go back to reference Sheffert, SM, Pisoni, DB, Fellowes, JM, Remez, RE 2002Learning to recognize talkers from natural, sinewave, and reversed speech samplesJ. Exp. Psychol. Hum. Percept. Perform2814471469CrossRefPubMed Sheffert, SM, Pisoni, DB, Fellowes, JM, Remez, RE 2002Learning to recognize talkers from natural, sinewave, and reversed speech samplesJ. Exp. Psychol. Hum. Percept. Perform2814471469CrossRefPubMed
go back to reference Spahr A, Dorman MF, Kirk KI. A comparison of performance among patients fit with the CII Hi-resolution, 3G and TEMP+ processors. 2003 Conference on Implantable Auditory Prostheses, p 161, 2003 Spahr A, Dorman MF, Kirk KI. A comparison of performance among patients fit with the CII Hi-resolution, 3G and TEMP+ processors. 2003 Conference on Implantable Auditory Prostheses, p 161, 2003
go back to reference Titze, IR 1987Some technical considerations in voice perturbation measurementsJ. Speech Hear Res30252260PubMed Titze, IR 1987Some technical considerations in voice perturbation measurementsJ. Speech Hear Res30252260PubMed
go back to reference Titze, IR 1989Physiologic and acoustic differences between male and female voicesJ. Acoust. Soc. Am8516991707PubMed Titze, IR 1989Physiologic and acoustic differences between male and female voicesJ. Acoust. Soc. Am8516991707PubMed
go back to reference Tasell, DJ, Greenfield, DG, Logemann, JJ, Nelson, DA 1992Temporal cues for consonant recognition: Training, talker generalization, and use in evaluation of cochlear implantsJ. Acoust. Soc. Am9212471257PubMed Tasell, DJ, Greenfield, DG, Logemann, JJ, Nelson, DA 1992Temporal cues for consonant recognition: Training, talker generalization, and use in evaluation of cochlear implantsJ. Acoust. Soc. Am9212471257PubMed
go back to reference Whiteside, SP 1998Identification of a speaker’s sex: a study of vowelsPercept. Mot. Skills86579584PubMed Whiteside, SP 1998Identification of a speaker’s sex: a study of vowelsPercept. Mot. Skills86579584PubMed
go back to reference Wilson B, Lawson D, Zerbi M, Wolford R. Speech Processors for Auditory Prostheses. NIH Project N01-DC-8-2105, Third Quarterly Progress Report, 1999. Wilson B, Lawson D, Zerbi M, Wolford R. Speech Processors for Auditory Prostheses. NIH Project N01-DC-8-2105, Third Quarterly Progress Report, 1999.
Metadata
Title
The Role of Spectral and Temporal Cues in Voice Gender Discrimination by Normal-Hearing Listeners and Cochlear Implant Users
Authors
Qian-Jie Fu
Sherol Chinchilla
John J. Galvin
Publication date
01-09-2004
Publisher
Springer-Verlag
Published in
Journal of the Association for Research in Otolaryngology / Issue 3/2004
Print ISSN: 1525-3961
Electronic ISSN: 1438-7573
DOI
https://doi.org/10.1007/s10162-004-4046-1

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