Author: James M. Hillenbrand
Location: Speech Pathol. and Audiol., Western Michigan Univ., Kalamazoo, MI 49008
Author: Michael J. Clark
Location: Speech Pathol. and Audiol., Western Michigan Univ., Kalamazoo, MI 49008
Abstract:
A significant body of evidence has accumulated indicating that vowel
identification is influenced by spectral change patterns. For example, a large
scale study of vowel formant patterns showed substantial improvements in
category separability when a pattern classifier was trained on multiple samples
of the formant pattern rather than a single sample at steady state [Hillenbrand
et al., J. Acoust. Soc. Am. 97, 3099--3111 (1995)]. However, in the earlier
study all utterances were recorded in a constant /hVd/ environment. The purpose
of the present study was to determine whether a close relationship between vowel
identity and spectral change patterns is maintained when the consonant
environment is allowed to vary. Recordings were made of six men and six women
producing the vowels /i,I,(cursive beta),(ae ligature),(open
aye),(inverted vee),(small capital you),u/ in isolation and in CVC syllables.
The CVC utterances consisted of all combinations of seven initial consonants
(/h,b,d,g,p,t,k/) and six final consonants (/b,d,g,p,t,k/). Formant frequencies
for F[inf 1]--F[inf 3] were measured every 5 ms during the vowel nucleus using
an interactive editing tool. Results showed highly significant effects of
phonetic environment. As with an earlier study of this type, particularly large
shifts in formant patterns were seen for rounded vowels in alveolar environments
[K. Stevens and A. House, J. Speech Hear. Res. 6, 111-128 (1963)]. Despite these
context effects, large improvements in category separability were observed when
a pattern classifier incorporated spectral change information. [Work supported
by NIH.]