Previous research has extensively investigated the spectral properties of sibilant fricatives with little consideration to how these properties vary over time. To investigate such spectro-temporal variation, productions of English /s/ and /ʃ/ and of Japanese /s/ and /ɕ/ in word-initial, prevocalic position were elicited from adult native speakers. The spectral dynamics of these productions were analyzed in terms of a psychoacoustic measure of peak frequency: “peak ERBN number.” Peak ERBN number was computed at 17 evenly spaced points across each fricative production. The resulting peak ERBN number trajectories were analyzed with orthogonal polynomial growth-curve models, to determine how peak frequency varied temporally within each fricative. Three analyses compared (1) the English sibilants to each other, (2) the Japanese sibilants to each other, and (3) English /s/ to Japanese /s/. The results indicated that, in both English and Japanese, the sibilant fricatives differ acoustically in terms of both static (i.e., overall level) and dynamic (i.e., shape) aspects of the peak ERBN number trajectories. Furthermore, English /s/ and Japanese /s/ exhibited language-specific differences in the shape, but not overall level, of peak ERBN number trajectories.

1.
Akamatsu
,
T.
(
1997
).
Japanese Phonetics: Theory and Practice
(
Lincom Europa
,
Newcastle, UK
), Vol.
3
,
429
pp.
2.
Behrens
,
S. J.
, and
Blumstein
,
S. E.
(
1988
). “
Acoustic characteristics of English voiceless fricatives: A descriptive analysis
,”
J. Phonetics
16
,
295
298
.
3.
Blacklock
,
O. S.
(
2004
). “
Characteristics of variation in production of normal and disordered fricatives, using reduced-variance spectral methods
,” Ph.D. thesis,
University of Southampton
,
Southampton, UK
.
4.
Brunner
,
J.
,
Ghosh
,
S.
,
Hoole
,
P.
,
Matthies
,
M.
,
Tiede
,
M.
, and
Perkell
,
J.
(
2011
). “
The influence of auditory acuity on acoustic variability and the use of a motor equivalence during adaptation to a perturbation
,”
J. Speech Lang. Hear. Res.
54
,
727
739
.
5.
Edwards
,
J. R.
, and
Beckman
,
M. E.
(
2008a
). “
Methodological questions in studying consonant acquisition
,”
Clin. Linguist. Phonet.
22
(
12
),
937
956
.
6.
Edwards
,
J. R.
, and
Beckman
,
M. E.
(
2008b
). “
Some cross-linguistic evidence for modulation of implicational universals by language-specific frequency effects in phonological development
,”
Lang. Learn. Dev.
4
(
2
),
122
156
.
7.
Fletcher
,
S. G.
, and
Newman
,
D. G.
(
1991
). “
[s] and [ʃ] as a function of linguapalatal contact place and sibilant groove width
,”
J. Acoust. Soc. Am.
89
(
2
),
850
858
.
8.
Forrest
,
K.
,
Weismer
,
G.
,
Milenkovic
,
P.
, and
Dougall
,
R. N.
(
1988
). “
Statistical analysis of word-initial voiceless obstruents: Preliminary data
,”
J. Acoust. Soc. Am.
84
(
1
),
115
124
.
9.
Fowler
,
C. A.
, and
Saltzman
,
E.
(
1993
). “
Coordination and coarticulation in speech production
,”
Lang. Speech
36
(
2,3
),
171
195
.
10.
Fox
,
R. A.
, and
Nissen
,
S. L.
(
2005
). “
Sex-related acoustic changes in voiceless English fricatives
,”
J. Speech Lang. Hear. Res.
48
(
4
),
753
765
.
11.
Fujisaki
,
H.
, and
Kunisaki
,
O.
(
1978
). “
Analysis, recognition, and perception of voiceless fricative consonants in Japanese
,”
IEEE Trans. Acoust. Speech ASSP
26
(
1
),
21
27
.
12.
Ghosh
,
S. S.
,
Matthies
,
M. L.
,
Maas
,
E.
,
Hanson
,
A.
,
Tiede
,
M.
,
Ménard
,
L.
,
Guenther
,
F. H.
,
Lane
,
H.
, and
Perkell
,
J. S.
(
2010
). “
An investigation of the relation between sibilant production and somatosensory and auditory acuity
,”
J. Acoust. Soc. Am.
128
(
5
),
3079
3087
.
13.
Glasberg
,
B. R.
, and
Moore
,
B. C. J.
(
1990
). “
Derivation of auditory filter shapes from notched-noise data
,”
Hearing Res.
47
,
103
138
.
14.
Greenwood
,
D. D.
(
1990
). “
A cochlear frequency-position function for several species–29 years later
,”
J. Acoust. Soc. Am.
87
(
6
),
2592
2605
.
15.
Haley
,
K. L.
,
Seelinger
,
E.
,
Mandulak
,
K. C.
, and
Zajac
,
D. J.
(
2010
). “
Evaluating the spectral distinction between sibilant fricatives through a speaker-centered approach
,”
J. Phonetics
38
,
548
554
.
16.
Heinz
,
J. M.
, and
Stevens
,
K. N.
(
1961
). “
On the properties of voiceless fricatives
,”
J. Acoust. Soc. Am.
33
(
5
),
589
596
.
17.
Holliday
,
J. J.
,
Reidy
,
P. F.
,
Beckman
,
M. E.
, and
Edwards
,
J.
(
2015
). “
Quantifying the robustness of the English sibilant fricative contrast in children
,”
J. Speech Lang. Hear. Res.
58
,
622
637
.
18.
Hughes
,
G. W.
, and
Halle
,
M.
(
1956
). “
Spectral properties of fricative consonants
,”
J. Acoust. Soc. Am.
28
(
2
),
303
310
.
19.
Iskarous
,
K.
,
Shadle
,
C. H.
, and
Proctor
,
M. I.
(
2011
). “
Articulatory-acoustic kinematics: The production of American English /s/
,”
J. Acoust. Soc. Am.
129
(
2
),
944
954
.
20.
Jongman
,
A.
,
Wayland
,
R.
, and
Wong
,
S.
(
2000
). “
Acoustic characteristics of English fricatives
,”
J. Acoust. Soc. Am.
108
(
3
),
1252
1263
.
21.
Koenig
,
L. L.
,
Shadle
,
C. H.
,
Preston
,
J. L.
, and
Mooshammer
,
C. R.
(
2013
). “
Toward improved spectral measures of /s/: Results from adolescents
,”
J. Speech Lang. Hear. Res.
56
(
4
),
1175
1189
.
22.
Li
,
F.
(
2012
). “
Language-specific developmental differences in speech production: A cross-language acoustic study
,”
Child Dev.
83
(
4
),
1303
1315
.
23.
Li
,
F.
,
Edwards
,
J.
, and
Beckman
,
M. E.
(
2009
). “
Contrast and covert contrast: The phonetic development of voiceless sibilant fricatives in English and Japanese toddlers
,”
J. Phonetics
37
,
111
124
.
24.
Maniwa
,
K.
,
Jongman
,
A.
, and
Wade
,
T.
(
2009
). “
Acoustic characteristics of clearly spoken English fricatives
,”
J. Acoust. Soc. Am.
125
(
6
),
3962
3973
.
25.
McGowan
,
R. S.
, and
Nittrouer
,
S.
(
1988
). “
Differences in fricative production between children and adults: Evidence from an acoustic analysis of /ʃ/ and /s/
,”
J. Acoust. Soc. Am.
83
(
1
),
229
236
.
26.
McLeod
,
S.
,
Roberts
,
A.
, and
Sita
,
J.
(
2006
). “
Tongue/palate contact for the production of /s/ and /z/
,”
Clin. Linguist. Phonet.
20
(
1
),
51
66
.
27.
McMurray
,
B.
, and
Jongman
,
A.
(
2011
). “
What information is necessary for speech categorization? Harnessing variability in the speech signal by integrating cues computed relative to expectations
,”
Psychol. Rev.
118
(
2
),
219
246
.
28.
Moore
,
B. C. J.
, and
Glasberg
,
B. R.
(
1983
). “
Suggested formulae for calculating auditory-filter bandwidths and excitation patterns
,”
J. Acoust. Soc. Am.
74
(
3
),
750
753
.
29.
Moore
,
B. C. J.
,
Glasberg
,
B. R.
, and
Baer
,
T.
(
1997
). “
A model for the prediction of thresholds, loudness and partial loudness
,”
J. Audio Eng. Soc.
45
(
4
),
224
240
, available at http://www.aes.org/e-lib/browse.cfm?elib=10272.
30.
Mooshammer
,
C.
,
Hoole
,
P.
, and
Geumann
,
A.
(
2006
). “
Interarticulator cohesion within coronal consonant production
,”
J. Acoust. Soc. Am.
120
(
2
),
1028
1039
.
31.
Munson
,
B.
(
2001
). “
A method for studying variability in fricatives using dynamic measures of spectral mean
,”
J. Acoust. Soc. Am.
110
(
2
),
1203
1206
.
32.
Narayanan
,
S. S.
, and
Alwan
,
A. A.
(
2000
). “
Noise source models for fricative consonants
,”
IEEE Trans. Speech Audio Processing
8
(
2
),
328
344
.
33.
Narayanan
,
S. S.
,
Alwan
,
A. A.
, and
Haker
,
K.
(
1995
). “
An articulatory study of fricative consonants using magnetic resonance imaging
,”
J. Acoust. Soc. Am.
98
(
3
),
1325
1347
.
34.
Newman
,
R. S.
,
Clouse
,
S. A.
, and
Burnham
,
J. L.
(
2001
). “
The perceptual consequences of within-talker variability in fricative production
,”
J. Acoust. Soc. Am.
109
(
3
),
1181
1196
.
35.
Nissen
,
S. L.
, and
Fox
,
R. A.
(
2005
). “
Acoustic and spectral characteristics of young children's fricative productions: A developmental perspective
,”
J. Acoust. Soc. Am.
118
(
4
),
2570
2578
.
36.
Nittrouer
,
S.
,
Studdert-Kennedy
,
M.
, and
McGowan
,
R. S.
(
1989
). “
The emergence of phonetic segments: Evidence from the spectral structure of fricative-vowel syllables spoken by children and adults
,”
J. Speech Hear. Res.
32
,
120
132
.
37.
Nossair
,
Z. B.
, and
Zahorian
,
S. A.
(
1991
). “
Dynamic spectral shape features as acoustic correlates for initial stop consonants
,”
J. Acoust. Soc. Am.
89
(
6
),
2978
2991
.
38.
Patterson
,
R. D.
(
1976
). “
Auditory filter shapes derived with noise stimuli
,”
J. Acoust. Soc. Am.
59
(
3
),
640
654
.
39.
Patterson
,
R. D.
(
2000
). “
Auditory images: How complex sounds are represented in the auditory system
,”
J. Acoust. Soc. Jpn.
21
(
4
),
183
190
.
40.
Percival
,
D. B.
, and
Walden
,
A. T.
(
1993
).
Spectral Analysis for Physical Applications: Multitaper and Conventional Univariate Techniques
(
Cambridge University Press
,
Cambridge, UK
), pp.
331
374
.
41.
Perkell
,
J. S.
,
Matthies
,
M. L.
,
Tiede
,
M.
,
Lane
,
H.
,
Zandipour
,
M.
,
Marrone
,
N.
,
Stockmann
,
E.
, and
Guenther
,
F. H.
(
2004
). “
The distinctness of speakers' /s/–/ʃ/ contrast is related to their auditory discrimination and use of an articulatory saturation effect
,”
J. Speech Lang. Hear. Res.
47
(
6
),
1259
1269
.
42.
Reidy
,
P. F.
(
2015
). “
A comparison of spectral estimation methods for the analysis of sibilant fricatives
,”
J. Acoust. Soc. Am.
137
(
4
),
EL248
EL254
.
43.
Romeo
,
R.
,
Hazan
,
V.
, and
Pettinato
,
M.
(
2013
). “
Developmental and gender-related trends of intra-talker variability in consonant production
,”
J. Acoust. Soc. Am.
134
(
5
),
3781
3792
.
44.
Saltzman
,
E.
, and
Munhall
,
K.
(
1989
). “
A dynamical approach to gestural patterning in speech production
,”
Ecol. Psychol.
1
,
333
382
.
45.
Shadle
,
C. H.
(
1991
). “
The effect of geometry on source mechanisms of fricative consonants
,”
J. Phonetics
19
,
409
424
.
46.
Silbert
,
N.
, and
de Jong
,
K.
(
2008
). “
Focus, prosodic context, and phonological feature specification: Patterns of variation in fricative production
,”
J. Acoust. Soc. Am.
123
(
5
),
2769
2779
.
47.
Stevens
,
K. N.
(
1971
). “
Airflow and turbulence noise for fricative and stop consonants: Static considerations
,”
J. Acoust. Soc. Am.
50
(
4B
),
1180
1192
.
48.
Stone
,
M.
,
Faber
,
A.
,
Raphael
,
L. J.
, and
Shawker
,
T. H.
(
1992
). “
Cross-sectional tongue shape and linguapalatal contact patterns in [s], [ʃ], and [l]
,”
J. Phonetics
20
(
2
),
253
270
.
49.
Thomson
,
D. J.
(
1982
). “
Spectrum estimation and harmonic analysis
,”
Proc. IEEE
70
,
1055
1096
.
50.
Toda
,
M.
(
2007
). “
Speaker normalization of fricative noise: Considerations on language-specific contrast
,” in
Proceedings of the 16th International Congress of Phonetic Sciences
, edited by
J.
Trouvain
and
W. J.
Barry
(
Saarland University
,
Germany
), pp.
825
828
.
51.
Toda
,
M.
, and
Honda
,
K.
(
2003
). “
An MRI-based cross-linguistic study of sibilant fricatives
,” in
Proceedings of the 6th International Seminar on Speech Production
(Macquarie University, Sydney, Australia), pp.
1
6
.
52.
Toda
,
M.
, and
Maeda
,
S.
(
2006
). “
Quantal aspects of non-anterior sibilant fricatives: A simulation study
,” in
Proceedings of the 7th International Seminar on Speech Production
(Cefala, Ubatuba, Brazil), pp.
573
580
.
53.
Todd
,
A. E.
,
Edwards
,
J. R.
, and
Litovsky
,
R. Y.
(
2011
). “
Production of contrast between sibilant fricatives by children with cochlear implants
,”
J. Acoust. Soc. Am.
130
(
6
),
3969
3979
.
54.
Zharkova
,
N.
,
Hewlett
,
N.
,
Hardcastle
,
W. J.
, and
Lickley
,
R. J.
(
2014
). “
Spatial and temporal lingual coarticulation and motor control in preadolescents
,”
J. Speech Lang. Hear. Res.
57
,
374
388
.
You do not currently have access to this content.