Sex-related acoustic changes in voiceless English fricatives.

This investigation is a comprehensive acoustic study of 4 voiceless fricatives (/f theta s /) in English produced by adults and pre- and postpubescent children aged 6-14 years. Vowel duration, amplitude, and several different spectral measures (including spectral tilt and spectral moments) were examined. Of specific interest was the pattern of normal development of the acoustic properties of fricatives and the nature of sex-specific patterns of fricative articulation in prepubescent children. Little evidence of amplitude or duration differences was found between speakers that was related to sex of the speaker. However, significant sex-specific differences in fricative articulation were found in all groups of speakers-even in the youngest children (ages 6-7 years)-although there was an indication that some of the acoustic differences between females and males is reduced or absent in the youngest children. Results from discriminant analysis demonstrated that a discriminant function based on the adult male tokens was generally better at classifying fricatives produced by male speakers than female speakers, regardless of age. This showed that sex-related differences (presumably a function of sex-linked vocal tract variation) were present even in the youngest speaker group. However, the classification accuracy of the female model showed a steady improvement with the increased age of the female speakers and may provide support for the claim that sex-related developmental differences may just be emerging in the youngest age group.

[1]  J. Dang,et al.  Morphological and acoustical analysis of the nasal and the paranasal cavities. , 1994, The Journal of the Acoustical Society of America.

[2]  Hartrnut Traunmiiller,et al.  Paralinguistic Variation and Invariance in the Characteristic Frequencies of Vowels , 2007 .

[3]  C A Moore,et al.  The correspondence of vocal tract resonance with volumes obtained from magnetic resonance images. , 1992, Journal of speech and hearing research.

[4]  Dani Byrd,et al.  Relations of sex and dialect to reduction , 1994, Speech Communication.

[5]  Gunnar Fant,et al.  A note on vocal tract size factors and non-uniform f-pattern scalings , 1966 .

[6]  Marcos Dipinto,et al.  Discriminant analysis , 2020, Predictive Analytics.

[7]  S Nittrouer,et al.  Children learn separate aspects of speech production at different rates: evidence from spectral moments. , 1995, The Journal of the Acoustical Society of America.

[8]  Gunnar Fant,et al.  Acoustic Theory Of Speech Production , 1960 .

[9]  G. E. Peterson,et al.  Control Methods Used in a Study of the Vowels , 1951 .

[10]  Shrikanth S. Narayanan,et al.  Acoustics of children's speech: developmental changes of temporal and spectral parameters. , 1999, The Journal of the Acoustical Society of America.

[11]  M. F. Schwartz,et al.  Identification of speaker sex from isolated, voiceless fricatives. , 1968, The Journal of the Acoustical Society of America.

[12]  Marc R. P. Trubert Response of Elastic Structures to Statistically Correlated Multiple Random Excitations , 1963 .

[13]  Bradford L. Swartz,et al.  Gender Difference in Voice Onset Time , 1992 .

[14]  H. Traunmüller Analytical expressions for the tonotopic sensory scale , 1990 .

[15]  D. Ashmead,et al.  The acoustic bases for gender identification from children's voices. , 2001, The Journal of the Acoustical Society of America.

[16]  A. Jongman,et al.  Acoustic characteristics of English fricatives. , 2000, The Journal of the Acoustical Society of America.

[17]  P. Milenkovic,et al.  Statistical analysis of word-initial voiceless obstruents: preliminary data. , 1988, The Journal of the Acoustical Society of America.

[18]  E. Hoffman,et al.  Vocal tract area functions from magnetic resonance imaging. , 1996, The Journal of the Acoustical Society of America.

[19]  Shawn L. Nissen,et al.  An acoustic analysis of voiceless obstruents produced by adults and typically developing children. , 2003 .

[20]  D. R. Thomas Interpreting Discriminant Functions: A Data Analytic Approach. , 1992, Multivariate behavioral research.

[21]  P. W. Nye,et al.  Analysis of vocal tract shape and dimensions using magnetic resonance imaging: vowels. , 1991, The Journal of the Acoustical Society of America.

[22]  Ignatius G. Mattingly,et al.  Speaker Variation and Vocal‐Tract Size , 1966 .

[23]  Sandra P. Whiteside,et al.  Temporal-based acoustic-phonetic patterns in read speech: some evidence for speaker sex differences , 1996, Journal of the International Phonetic Association.

[24]  W. Fitch,et al.  Morphology and development of the human vocal tract: a study using magnetic resonance imaging. , 1999, The Journal of the Acoustical Society of America.

[25]  Jonathan Harrington,et al.  The Acoustic Theory of Speech Production , 1999 .

[26]  Sandra P. Whiteside,et al.  Developmental Trends in Voice Onset Time: Some Evidence for Sex Differences , 2001, Phonetica.

[27]  P A Busby,et al.  Formant frequency values of vowels produced by preadolescent boys and girls. , 1995, The Journal of the Acoustical Society of America.

[28]  S. Whiteside,et al.  Sex-specific fundamental and formant frequency patterns in a cross-sectional study. , 2001, The Journal of the Acoustical Society of America.