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International Journal of Speech Technology

Erschienen in:

01.03.2013

Effect of aging on speech features and phoneme recognition: a study on Bengali voicing vowels

verfasst von: Biswajit Das, Sandipan Mandal, Pabitra Mitra, Anupam Basu

Erschienen in: International Journal of Speech Technology | Ausgabe 1/2013

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Abstract

The article studies age related variations of speech characteristics of two age groups, in the Bengali language. The study considers 60 speakers in the each age groups, 60–80 years and 20–40 years, respectively. We have considered different voice source features like fundamental frequency, formant frequencies, jitter, shimmer and harmonic to noise ratio. Cepstral domain feature, Mel Frequency Cepstral coefficients (MFCC) of different voiced Bengali vowels are also analyzed for younger and older adult groups. MFCC feature and Hidden Markov model parameter of different voiced vowels are used to study phoneme dissimilarities measure between two age groups. Age related changes in elderly speech affect the automatic speech recognition performance as was observed in our study, raising the need for specific acoustic models for elderly persons.

Vorheriger Artikel Blind separation of audio signals using trigonometric transforms and Kalman filtering

Nächster Artikel A hybrid VQ-GMM approach for identifying Indian languages

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Baken, R. J. (2005). The aged voice: a new hypothesis. Journal of Voice, 19, 317–325. CrossRef

Barlow III, J.A. (2009). Age-related changes in acoustic characteristics of adult speech. Journal of Communication Disorders, 42(5), 324–333. CrossRef

Barman, B. (2011). A contrastive analysis of English and Bangla phonemics. Dhaka University. Journal of Linguistics, 2(4), 19–42.

Benjamin, B. J. (1981). Frequency variability in the aged voice. Journal of Gerontology, 36(6), 722–726. doi:10.1093/geronj/36.6.722. CrossRef

Benzeghiba, M., Mori, R. D., Deroo, O., Dupont, S., Erbes, T., Jouvet, D., Fissore, L., Laface, P., Mertins, A., Ris, C., Rose, R., Tyagi, V., & Wellekens, C. (2007). Automatic speech recognition and speech variability: a review. Speech Communication, 49, 763–786. CrossRef

Boersma, P., & Weenink, D. (2011). Praat: doing phonetics by computer (version 5.2.16). (Computer program): Retrieved February 20, 2011. http://www.praat.org.

Cassidy, S., & Harrington, J. (2001). Multi-level annotation in the emu speech database management system. Speech Communication, 33(1–2), 61–77. MATHCrossRef

Chatterji, S. K. (1921). Bengali phonetics. Bulletin of the School of Oriental Studies, University of London, 2(1), 1–25. CrossRef

Deliyski, D. & Xue, S. A.: (2001). Effects of aging on selected acoustic voice parameters: preliminary normative data and educational implications. Educational Gerontology, 27(2), 159–168. CrossRef

Endres, W., Bambach, W., & Flösser, G. (1971). Voice spectrograms as a function of age, voice disguise, and voice imitation. The Journal of the Acoustical Society of America, 49(6B), 1842–1848. CrossRef

Ferrand, C. T. (2002). Harmonics-to-noise ratio: an index of vocal aging. Journal of Voice, 16(4), 480–487. MathSciNetCrossRef

Ghosh, S., Burnham, K. P., Laubscher, N. F., Dallal, G. E., Wilkinson, L., Morrison, D. F., Loyer, M. W., Eisenberg, B., Kullback, S., Jolliffe, I. T., & Simonoff, J. S. (1987). Letters to the editor. The American Statistician, 41(4), 338–341. CrossRef

Gorham-Rowan, M. M., & Laures-Gore, J. (2006). Acoustic-perceptual correlates of voice quality in elderly men and women. Journal of Communication Disorders, 39(3), 171–184. CrossRef

Harrington, J., Palethorpe, S., & Watson, C. I. (2010). Age-related changes in fundamental frequency and formants: a longitudinal study of four speakers. In Interspeech (pp. 2753–2756).

Hillenbrand, J., Cleveland, R. A., & Erickson, R. L. (1994). Acoustic correlates of breathy vocal quality. Journal of Speech, Language, and Hearing Research, 37(4), 769–778.

Hisao, K. (1997). Acoustic and perceptual properties of phonemes in continuous speech as a function of speaking rate. In EUROSPEECH (pp. 1003–1006).

Hollien, H., & Shipp, T. (1972). Speaking fundamental frequency and chronologic age in males. Journal of Speech and Hearing Research, 15(1), 155–159. http://jslhr.asha.org/cgi/content/abstract/15/1/155.

Krom, G. d. (1993). A cepstrum-based technique for determining a harmonics-to-noise ratio in speech signals. Journal of Speech, Language, and Hearing Research, 36(2), 254–266.

Lindblom, B. E. F. (1971). Acoustical consequences of lip, tongue, jaw, and larynx movement. The Journal of the Acoustical Society of America, 50, 1166–1179. CrossRef

Linville, S. E. (1996). The sound of senescence. Journal of Voice, 10, 190–200. CrossRef

Linville, S. E. (2001). Vocal aging. San Diego: Singular Publishing Group.

Linville, S. E., & Rens, J. (2001). Vocal tract resonance analysis of aging voice using long-term average spectra. Journal of Voice, 15(3), 323–330. CrossRef

Liss, J. M., Weismer, G., & Rosenbek, J. C. (1990). Selected acoustic characteristics of speech production in very old males. Journal of Gerontology, 45(2), 35–45. CrossRef

Mann, H. B., & Whitney, D. R. (1947). On a test of whether one of two random variables is stochastically larger than the other. Annals of Mathematical Statistics, 18(1), 50–60. MathSciNetMATHCrossRef

Markus, B., & Walter, S. (2003). Aging female voices: an acoustic and perceptive analysis. In VOQUAL (pp. 163–168).

Paulsen, F. P., & Tillmann, B. N. (1998). Degenerative changes in the human cricoarytenoid joint. Archives of Otolaryngology, Head of Neck Surgery, 124, 903–906.

Ramig, L. A., & Ringel, R. L. (1983). Effects of physiological aging on selected acoustic characteristics of voice. Journal of Speech, Language, and Hearing Research, 26(1), 22–30.

Ramig, L. O., Gray, S., Baker, K., Corbin-Lewis, K., Buder, E., Luschei, E., Coon, H., & Smith, M. (2001). The aging voice: a review, treatment data and familial and genetic perspectives. Folia Phoniatrica et Logopaedica, 53(5), 252–265. CrossRef

Reubold, U., Harrington, J., & Kleber, F. (2010). Vocal aging effects on F ₀ and the first formant: a longitudinal analysis in adult speakers. Speech Communication, 52(7–8), 638–651. CrossRef

Rodeño, M. T., Sánchez-Fernández, J. M., & Rivera-Pomar, J. M. (1993). Histochemical and morphometrical ageing changes in human vocal cord muscles. Acta Oto-Laryngologica, 113, 445–449. CrossRef

Rother, P., Wohlgemuth, B., Wolff, W., & Rebentrost, I. (2002). Morphometrically observable aging changes in the human tongue. Annals of Anatomy - Anatomischer Anzeiger, 184(2), 159–164. CrossRef

Scott, D. W. (1992). Multivariate density estimation. New York: Wiley. MATHCrossRef

Tanmay, B. (2000). Bangla (Bengali). In Gary, Jane; Rubino, Carl, Encyclopedia of World’s languages: past and present (facts about the World’s languages).

Tolep, K., Higgins, N., Muza, S., Criner, G., & Kelsen, S. G. (1995). Comparison of diaphragm strength between healthy adult elderly and young men. American Journal of Respiratory and Critical Care Medicine, 152, 677–682.

Traunmuller, H. (1984). Articulatory and perceptual factors controlling the age and sex-conditioned variability in formant frequencies of vowels. Speech Communication, 3(1), 49–61. CrossRef

Ulatowska, H. K. (1985). The aging brain: communication in the elderly. San Diego: College-Hill Press.

Vipperla, R., Renals, S., & Frankel, J. Ageing voices: the effect of changes in voice parameters on asr performance. EURASIP Journal on Audio, Speech, and Music Processing, 2010, 41–50 (2010). doi:10.1155/2010/525783.

Wilcox, K. A., & Horii, Y. (1980). Age and changes in vocal jitter. Journal of Gerontology, 35(2), 194–198. CrossRef

Xue, S. A., & Hao, G. J. (2003). Changes in the human vocal tract due to aging and the acoustic correlates of speech production: a pilot study. Journal of Speech, Language, and Hearing Research, 46(3), 689–701. CrossRef

Young, S., Kershaw, D., Odell, J., Ollason, D., Valtchev, V., & Woodland, P. (2000). The HTK book version 3.0. Cambridge: Cambridge University Press.

Yumoto, E., Sasaki, Y., & Okamura, H. (1984). Harmonics-to-noise ratio and psychophysical measurement of the degree of hoarseness. Journal of Speech, Language, and Hearing Research, 27(1), 2–6.

Titel: Effect of aging on speech features and phoneme recognition: a study on Bengali voicing vowels
verfasst von: Biswajit Das
Sandipan Mandal
Pabitra Mitra
Anupam Basu
Publikationsdatum: 01.03.2013
Verlag: Springer US
Erschienen in: International Journal of Speech Technology / Ausgabe 1/2013
Print ISSN: 1381-2416
Elektronische ISSN: 1572-8110
DOI: https://doi.org/10.1007/s10772-012-9147-3

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