Article published In: The Mental Lexicon
Vol. 16:2/3 (2021) ► pp.271–324
Verbal reaction times based on tracking lip movement
Published online: 8 March 2022
https://doi.org/10.1075/ml.19018.liu
https://doi.org/10.1075/ml.19018.liu
Abstract
Valid and reliable measurements of response latency are crucial in testing empirical predictions across fields of
psychology. In research utilizing verbal responses, acoustic latency is the typical measure of response latency, but its validity
has been questioned. We describe a simple and affordable alternative – articulatory latency based on tracking lip position. Using
this method, we measured the acoustic and articulatory latencies of syllables beginning with various simple and complex onsets and
ending with “uh” using the speeded naming task, where participants were instructed to have their mouths either closed or open
before articulating. The initial oral configuration, place of articulation, and voicing all had significant effects on this
measure of articulatory latency across segments, factors that researchers must consider in designing experiments and selecting
stimuli.
Keywords: acoustic latency, articulation, articulatory latency, naming task, reaction time
Article outline
- Response time vs. reaction time
- Possible measures of reaction time
- Lip separations in the formation of the oral constriction
- Instrument resolution, power, and the test of ESD
- Specific goals
- Method
- Participants
- Stimuli
- Apparatus
- Procedure
- Data preparation and analyses
- Results
- Stage 1: Error analysis
- Stage 2: Overview of the current mixed model approach
- Random effect structures
- Parallel to previous research
- Stage 3: F-test of the equality of standard deviations
- Stage 4: Overall analysis
- I.Manner and place of articulation
- a.Manner of Articulation
- b.Place of Articulation
- II.Onset complexity
- a.Manner of Articulation & Onset complexity
- b.Place of Articulation & Onset complexity
- III.Simple onsets
- a.Manner of Articulation & Voicing
- b.Place of Articulation & Voicing
- I.Manner and place of articulation
- Stage 5. Most sensitive measures
- I.Overall analysis
- II.Onset complexity
- a.Manner of Articulation & Onset complexity
- b.Place of Articulation & Onset complexity
- III.Simple onsets
- a.Manner & Voicing
- b.Place & Voicing
- Discussion
- Demonstrations of effective acuity
- The effect of initial mouth position
- Manner effect dissociation
- Voicing
- Onset complexity
- Conclusion
- Notes
References
References (73)
Andrews, S., Woollams, A., & Bond, R. (2005). Spelling–sound
typicality only affects words with digraphs: Further qualifications to the generality of the regularity effect on word
naming. Journal of Memory and
Language,
53
1, 567–593.
Baayen, R. H., Davidson, D. J., & Bates, D. M. (2008). Mixed-effects
modeling with crossed random effects for subjects and items. Journal of memory and
language,
59
(4), 390–412.
Balota, D. A., & Abrams, R. A. (1995). Mental
chronometry: beyond onset latencies in the lexical decision task. Journal of Experimental
Psychology: Learning, Memory, and
Cognition,
21
1, 1289–1302.
Bates, D., Maechler, M., Bolker, B., & Walker, S. (2015). Fitting
Linear Mixed-Effects Models Using lme4. Journal of Statistical
Software, 671, 1–48.
Bell-Berti, F., & Harris, K. S. (1981). A
temporal model of speech
production. Phonetica,
38
1, 9–20.
Boersma, P., & Weenink, D. (1996). Praat,
a system for doing phonetics by computer, version 3.4. Institute of Phonetic Sciences of the
University of Amsterdam,
Report,
132
1, 182.
Boersma, P. (2001). Praat,
a system for doing phonetics by computer. Glot
International,
5
1, 341–345.
Bolker, B. M., Brooks, M. E., Clark, C. J., Geange, S. W., Poulsen, J. R., Stevens, M. H. H., & White, J. S. S. (2009). Generalized
linear mixed models: a practical guide for ecology and evolution. Trends in ecology &
evolution,
24
(3), 127–135.
Chao, Y.-R. (1936). Types
of plosives in Chinese. Proc. 2nd Int. Cong. Phonetic
Sciences. Cambridge: Cambridge University Press, 106–110.
Cholin, J., Dell, G. S., & Levelt, W. J. M. (2011). Planning
and articulation in incremental word production: Syllable-frequency effects in English. Journal
of Experimental Psychology: Learning, Memory, and
Cognition, 371, 109–122.
Coltheart, M., Rastle, K., Perry, C., Landon, R., & Ziegler, J. (2001). DRC:
A dual-route cascade model of visual word recognition and reading aloud. Psychological
Review,
108
1, 204–256.
Cox, D. R., & Snell, E. J. (1989). Analysis
of binary data (Vol. 32). Monographs on Statistics and Applied
Probability.
Dale, R., Kehoe, C., & Spivey, M. J. (2007). Graded
motor responses in the time course of categorizing atypical exemplars. Memory &
Cognition,
35
(1), 15–28.
Eisenhart, C. (1947). Effects
of rounding on grouped data. Selected Techniques of Statistical
Analysis (ed. C. Eisenhart, M. Hastay and W. A. Wallis), Chapter
4. New York.
Ellis, A. J. (1874). On
early English pronunciation, part IV, with especial reference to Shakespeare and
Chaucer. London: Trübner & Co.
Farnetani, E. (1999). Labial
coarticulation. In W. J. Hardcastle & N. Hewlett (Eds.). Coarticulation. Cambridge: University Press, 31–65.
Fisher, R. A. (1922). On
the mathematical foundations of theoretical statistics. Philosophical Transactions of the Royal
Society, A, 2221, 309–68.
Fowler, C. A. (1980). Coarticulation
and theories of extrinsic timing. Journal of
Phonetics,
8
1, 113–133.
Guisan, A., & Zimmermann, N. E. (2000). Predictive
habitat distribution models in ecology. Ecological
modelling,
135
1, 147–186.
Holbrook, B. B., Kawamoto, A. H., & Liu, Q. (2019). Task
demands and segment priming effects in the naming task. Journal of Experimental Psychology:
Learning, Memory, and
Cognition,
45
(5), 807–821.
Jansen, P. A., & Watter, S. (2008). SayWhen:
An automated method for high-accuracy speech onset detection. Behavior Research
Methods,
40
1, 744–751.
Johansson, T. (2011). Hail
the impossible: p-values, evidence, and likelihood. Scandinavian Journal of
Psychology
52
1, 113–125.
Kawamoto, A. (1999). Incremental
encoding and incremental articulation in speech production: Evidence based on response latency and initial segment
duration. Behavioral and Brain
Sciences, 22(1), 48–49.
Kawamoto, A. H., Kello, C. T., Jones, R. M., & Bame, K. (1998). Initial
phoneme versus whole word criterion to initiate pronunciation: Evidence based on response latency and initial phoneme
duration. Journal of Experimental Psychology: Learning, Memory, &
Cognition,
24
1, 862–885.
Kawamoto, A. H., & Kello, C. T. (1999). Effect
of onset cluster complexity in speeded naming: A test of rule-based approaches. Journal of
Experimental Psychology: Human Perception and
Performance,
25
(2), 361.
Kawamoto, A. H., Liu, Q., Lee, R. J., & Grebe, P. R. (2014). The
segment as the minimal planning unit in speech production: Evidence based on absolute response
latencies. The Quarterly Journal of Experimental
Psychology,
67
(12), 2340–2359.
Kawamoto, A. H., Liu, Q., Mura, K., & Sanchez, A. (2008). Articulatory
preparation in the delayed naming task. Journal of Memory and
Language,
58
1, 347–365.
Kello, C. T., & Kawamoto, A. H. (1998). Runword:
An IBM-PC software package for the collection and acoustic analysis of speeded naming
response. Behavior Research Methods, Instruments and
Computers,
30
1, 371–383.
Kelso, J. A. S., Tuller, B., & Harris, K. S. (1983). A
“dynamic pattern” perspective on the control and coordination of
movement. In P. F. MacNeilage (Ed.), The
production of speech. New York: Springer.
Kessler, B., Treiman, R., & Mullenix, J. (2002). Phonetic
biases in voice key response time measurements. Journal of Memory and
Language,
47
1, 145–171.
Krause, P. A., & Kawamoto, A. H. (2019). Anticipatory
mechanisms influence articulation in the form preparation task. Journal of Experimental
Psychology: Human Perception and
Performance. 451, 319–335.
Ladefoged, P. & Maddieson, I. (1996). The
Sounds of the World’s Languages. Cambridge: Blackwell Publishing.
(2003). Linguistic
Phonetics. In M. Aronoff, & J. Rees-Miller (Ed.). The
handbook of
linguistics, 150–179. Oxford: Blackwell.
Levelt, W. J. M., Roelofs, A., & Meyer, A. S. (1999). A
theory of lexical access in speech production. Behavioral and Brain
Sciences,
22
1, 1–38.
Liu, Q., Holbrook, B., Kawamoto, A. H., & Krause, P. (2021). Articulatory
and acoustic latency data for: Verbal reaction times based on tracking lip movement. , Harvard Dataverse, V1
UNF:6:hFCN4bSdgCAQ0CSleAYAaQ== [fileUNF]
Liu, Q., & Kawamoto, A. (2010). Simulating
the elimination and enhancement of the plosivity effect in reading
aloud. In Proceedings of the Annual Meeting of the Cognitive Science
Society (Vol. 32, No. 32).
Liu, Q., Kawamoto, A. H., Payne, K. K., & Dorsey, G. N. (2018). Anticipatory
coarticulation and the minimal planning unit of speech. Journal of Experimental Psychology:
Human Perception and
Performance,
44
1, 139–153.
McFadden, D. L. (1973). Conditional
Logit Analysis of Qualitative Choice Behavior. In: P. Zarembka (Ed.). Frontiers
in Econometrics, Wiley, New York.
Mooshammer, C., Goldstein, L., Nam, H., McClure, S., Saltzman, E., & Tiede, M. (2012). Bridging
planning and execution: Temporal planning of syllables. Journal of
phonetics,
40
1, 374–389.
Nagelkerke, N. J. (1991). A
note on a general definition of the coefficient of
determination. Biometrika,
78
1, 691–692.
Ohala, J. J. (1983). The
origin of sound patterns in vocal tract constraints. In: P. F. MacNeilage (Ed.). The
production of speech. New York: Springer-Verlag. 189–216.
(1997, August). Aerodynamics
of phonology. In Proceedings of the Seoul International Conference on
Linguistics, 92–97.
(2006). Speech
aerodynamics. In Brown, Keith (Ed.), Encyclopedia
of language &
linguistics, 21, 684–689. Oxford: Elsevier.
(2011, August). Accommodation
to the Aerodynamic Voicing Constraint and its Phonological
Relevance. In Proceedings of the International Congress of Phonetic
Sciences, 64–67.
Palo, P., Schaeffler, S., & Scobbie, J. M. (2015, August). Effect
of phonetic onset on acoustic and articulatory speech reaction times studied with tongue
ultrasound. In Proceedings of the 18th International Congress of
Phonetic Sciences (ICPhS), Glasgow, 10–14 August 2015. International Phonetic Association.
Palo, P. (2019). Measuring
pre-speech articulation (Doctoral dissertation, Queen Margaret University, Edinburgh).
Perry, C., Ziegler, J. C., & Zorzi, M. (2007). Nested
incremental modeling in the development of computational theories: The CDP+ model of reading
aloud. Psychological
Review,
114
1, 273–315.
Pinheiro, J. C., & Bates, D. M. (2000). Linear
mixed-effects models: basic concepts and examples. Mixed-effects models in S and
S-Plus, 3–56.
Plaut, D., McClelland, J. L., Seidenberg, M. S., & Patterson, K. (1996). Understanding
normal and impaired word reading: Computational principles in quasi-regular
domains. Psychological
Review,
103
1, 56–115.
R Core Team (2016). R: A language and
environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL [URL]
Rastle, K., Croot, K. P., Harrington, J. M., & Coltheart, M. (2005). Characterizing
the motor execution stage of speech production: Consonantal effects on delayed naming latency and onset
duration. Journal of Experimental Psychology: Human Perception &
Performance,
31
1, 1083–1095.
Rastle, K., & Davis, M. H. (2002). On
the complexities of measuring naming. Journal of Experimental Psychology: Human Perception and
Performance,
28
1, 307–314.
Revelle, W. (2019). psych:
Procedures for Personality and Psychological Research, Northwestern University, Evanston, Illinois, USA, [URL] Version =
1.9.12.
Saltzman, E. (1986). Task
dynamic coordination of the speech articulators: A preliminary model. Experimental brain
research
series, 151, 129–144.
Saltzman, E., & Kelso, J. A. (1987). Skilled
actions: A task-dynamic approach. Psychological
review, 941, 84–106.
Saltzman, E. L., & Munhall, K. G. (1989). A
dynamical approach to gestural patterning in speech production. Ecological
psychology, 11, 333–382.
Schaeffler, S., Scobbie, J. M., & Schaeffler, F. (2014, May). Measuring
reaction times: vocalisation vs. articulation. In Proceedings of the
10th International Seminar in Speech Production (ISSP 10). [make sure we cite this for no advantage
between lip and tongue]
Schmidt, R. A. (1988). Motor
control and learning: A behavioral emphasis (2nd ed.). Champaign, IL, England: Human Kinetics Publishers.
Spieler, D. H. & Balota, D. A. (1997). Bringing
computational models of word naming down to the item level. Psychological
Science,
8
1, 411–416.
Sternberg, S., Monsell, S., Knoll, R. L., & Wright, C. E. (1978). The
latency and duration of rapid movement sequences: Comparisons of speech and
typewriting, in G. E. Stelmach (Ed.), Information
Processing in Motor Control and Learning. New York: Academic Press.
(2002). Toward
a model for lexical access based on acoustic landmarks and distinctive features. Journal of the
Acoustical Society of
America,
111
1, 1872–1891.
Tilsen, S., Spincemaille, P., Xu, B., Doerschuk, P., Luh, W. M., Feldman, E., & Wang, Y. (2016). Anticipatory
posturing of the vocal tract reveals dissociation of speech movement plans from linguistic
units. PLoS
ONE,
11
(1), e0146813.
Tricker, A. R. (1984). Effects
of rounding on the moments of a probability distribution. Journal of the Royal Statistical
Society: Series D (The
Statistician),
33
(4), 381–390.
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