Abstract
Perception of simple temporal patterns has been shown to rely on accentuations in terms of intensity, pitch, or timbre, but also on grouping according to runs of the same events (intervals between successive sounds or light flashes) or significant gaps between them (Garner in The processing of information and structure. Lawrence Erlbaum, 1974; Preusser et al. in Am J Psychol 83(2):151–170 in 1970; Royer and Garner in Percept Psychophys 1(1):41–47, 1966; Royer and Garner in Percept Psychophys 7(2):115–120, 1970; Yu et al. in Atten Percept Psychophys 77(8):2728–2739, 2015). Here we investigate whether the run and gap principles can also account for participants' perceived start of complex rhythmic patterns. We also investigated the role of participants' musical training. Sixteen novices and 16 amateur musicians listened to rhythmic patterns and indicated perceived starting points by a single tap with a drumstick on electronic pads. Auditory patterns contained prominent gaps, runs, or a combination of the two for target intervals. We systematically varied task complexity in terms of the target durations of intervals constituting the patterns and overall tempos. Overall, run and gap principles proved to be useful grouping principles accounting for a large proportion (59.2%) of the selected starting positions underlining the universal relevance of these principles. Grouping principles were not as successful in predicting the perceived start of a rhythmic pattern compared to previous studies. Results indicate that additional grouping principles must be at play. Predictive power of the grouping principles varied depending on the structure of rhythmic patterns. For rhythmic patterns including longer intervals (i.e., longer gaps) the gap principle alone or in combination with the run principle showed the strongest predictive power. Novices and amateur musicians were similar in their usage of grouping principles suggesting that the underlying principles might be equally at the dispositions of performers and listeners.
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References
Bouwer, F. L., Burgoyne, J. A., Odijk, D., Honing, H., & Grahn, J. A. (2018). What makes a rhythm complex? The influence of musical training and accent type on beat perception. PLoS ONE, 13(1), e0190322.
Bregman, A. S. (1990). Auditory scene analysis: The perceptual organization of sound. The MIT Press.
Brown, S. W. (2006). Timing and executive function: Bidirectional interference between concurrent temporal production and randomization tasks. Memory & Cognition, 34(7), 1464–1471.
Collyer, C. E., Boatright-horowitz, S. S., & Hooper, S. (1997). A motor timing experiment implemented using a musical instrument digital interface (MIDI) approach. Behavior Research Methods, Instruments, & Computers, 29(3), 346–352.
Collyer, C. E., Broadbent, H. A., & Church, R. M. (1992). Categorical time production: Evidence for discrete timing in motor control. Perception & Psychophysics, 51(2), 134–144.
Collyer, C. E., Broadbent, H. A., & Church, R. M. (1994). Preferred rates of repetitive tapping and categorical time production. Perception & Psychophysics, 55(4), 443–453.
Drake, C. (1998). Psychological processes involved in the temporal organization of complex auditory sequences: universal and acquired processes. Music Perception; Berkeley, California, 16(1), 11–26.
Essens, P. J. (1986). Hierarchical organization of temporal patterns. Perception & Psychophysics, 40(2), 69–73.
Fraisse, P. (1946). II.—Mouvements rythmiques et arythmiques. L’année Psychologique, 47(1), 11–27.
Fraisse, P. (1974). Psychologie du rythme. PUF.
Fraisse, P. (1982). 6—Rhythm and tempo. In D. Deutsch (Ed.), Psychology of music (pp. 149–180). Academic Press.
Fraisse, P. (1984). Perception and estimation of time. Annual Review of Psychology, 35, 1–36.
Garner, W. R. (1962). Uncertainty and structure as psychological concepts. Wiley.
Garner, W. R. (1974). The processing of information and structure. Lawrence Erlbaum.
Garner, W. R., & Clement, D. E. (1963). Goodness of pattern and pattern uncertainty. Journal of Verbal Learning and Verbal Behavior, 2(5), 446–452.
Garner, W. R., & Gottwald, R. L. (1967). Some perceptual factors in the learning of sequential patterns of binary events. Journal of Verbal Learning and Verbal Behavior, 6(4), 582–589.
Garner, W. R., & Gottwald, R. L. (1968). The perception and learning of temporal patterns. The Quarterly Journal of Experimental Psychology, 20(2), 97–109.
Gazzaniga, M. S., Ivry, R. B., & Mangun, G. R. (2019). Cognitive neuroscience: The biology of the mind (5th ed.). W.W. Norton & Company.
Grondin, S. (2010). Timing and time perception: A review of recent behavioral and neuroscience findings and theoretical directions. Attention, Perception, & Psychophysics, 72(3), 561–582.
Grondin, S., Meilleur-Wells, G., & Lachance, R. (1999). When to start explicit counting in a time-intervals discrimination task: A critical point in the timing process of humans. Journal of Experimental Psychology: Human Perception and Performance, 25, 993–1004.
Handel, S. (1989). Listening: An introduction to the perception of auditory events. MIT Press.
Handel, S. (1992). The differentiation of rhythmic structure. Perception & Psychophysics, 52(5), 497–507.
Handel, S. (1993). The effect of tempo and tone duration on rhythm discrimination. Perception & Psychophysics, 54(3), 370–382.
Handel, S. (1998). The interplay between metric and figural rhythmic organization. Journal of Experimental Psychology: Human Perception and Performance, 24(5), 1546–1561.
Hestermann, L. D., Wagemans, J., & Krampe, R. T. (2019). Task-set control, chunking, and hierarchical timing in rhythm production. Psychological Research Psychologische Forschung, 83(8), 1685–1702.
Ivry, R. B., & Hazeltine, R. E. (1995). Perception and production of temporal intervals across a range of durations: Evidence for a common timing mechanism. Journal of Experimental Psychology: Human Perception and Performance, 21(1), 3–18.
Jackendoff, R., & Lerdahl, F. (1983). A generative theory of tonal music. MIT Press.
Keele, S. W., & Hawkins, H. L. (1982). Explorations of individual differences relevant to high level skill. Journal of Motor Behavior, 14(1), 3–23.
Keller, P. (1999). Attending in complex musical interactions: The adaptive dual role of meter. Australian Journal of Psychology, 51(3), 166–175.
Krampe, R. T., Doumas, M., Lavrysen, A., & Rapp, M. (2010). The costs of taking it slowly: Fast and slow movement timing in older age. Psychology & Aging, 25(4), 980–990.
Krampe, R. T., Engbert, R., & Kliegl, R. (2002). the effects of expertise and age on rhythm production: Adaptations to timing and sequencing constraints. Brain and Cognition, 48(1), 179–194.
Krampe, R. T., & Ericsson, K. A. (1996). Maintaining excellence: Deliberate practice and elite performance in young and older pianists. Journal of Experimental Psychology. General, 125(4), 331–359.
Krampe, R. T., Kliegl, R., Mayr, U., Engbert, R., & Vorberg, D. (2000). The fast and the slow of skilled bimanual rhythm production: Parallel versus integrated timing. Journal of Experimental Psychology: Human Perception and Performance, 26(1), 206–233.
Krampe, R. T., Mayr, U., & Kliegl, R. (2005). Timing, sequencing, and executive control in repetitive movement production. Journal of Experimental Psychology: Human Perception and Performance, 31(3), 379–397.
Kraus, N., & Chandrasekaran, B. (2010). Music training for the development of auditory skills. Nature Reviews Neuroscience, 11(8), 599–605.
Kubovy, M. (1988). Should we resist the seductiveness of the space:time: Vision:audition analogy? Journal of Experimental Psychology: Human Perception and Performance, 14, 318–320.
Kubovy, M., Holcombe, A. O., & Wagemans, J. (1998). On the lawfulness of grouping by proximity. Cognitive Psychology, 35(1), 71–98.
Kubovy, M., & van den Berg, M. (2008). The whole is equal to the sum of its parts: A probabilistic model of grouping by proximity and similarity in regular patterns. Psychological Review, 115(1), 131–154.
Kubovy, M., & Wagemans, J. (1995). Grouping by proximity and multistability in dot lattices: A quantitative Gestalt theory. Psychological Science, 6(4), 225–234.
Large, E. W., & Palmer, C. (2002). Perceiving temporal regularity in music. Cognitive Science, 26(1), 1–37.
Lerdahl, F., & Jackendoff, R. (1996). A generative theory of tonal music (repr). MIT.
Palmer, C., & Krumhansl, C. L. (1990). Mental representations for musical meter. Journal of Experimental Psychology: Human Perception and Performance, 16(4), 728–741.
Povel, D.-J., & Essens, P. (1985). Perception of temporal patterns. Music Perception: An Interdisciplinary Journal, 2(4), 411–440.
Preusser, D., Garner, W. R., & Gottwald, R. L. (1970). Perceptual organization of two-element temporal patterns as a function of their component one-element patterns. The American Journal of Psychology, 83(2), 151–170.
Rammsayer, T., & Altenmüller, E. (2006). Temporal information processing in musicians and nonmusicians. Music Perception: an Interdisciplinary Journal, 24(1), 37–48.
Repp, B. H. (1999). Detecting deviations from metronomic timing in music: Effects of perceptual structure on the mental timekeeper. Perception & Psychophysics, 61(3), 529–548.
Repp, B. H. (2001). Phase correction, phase resetting, and phase shifts after subliminal timing perturbations in sensorimotor synchronization. Journal of Experimental Psychology: Human Perception and Performance, 27(3), 600–621.
Repp, B. H. (2005). Sensorimotor synchronization: A review of the tapping literature. Psychonomic Bulletin & Review, 12(6), 969–992.
Repp, B. H., & Su, Y.-H. (2013). Sensorimotor synchronization: A review of recent research (2006–2012). Psychonomic Bulletin & Review, 20(3), 403–452.
Royer, F. L., & Garner, W. R. (1966). Response uncertainty and perceptual difficulty of auditory temporal patterns. Perception & Psychophysics, 1(1), 41–47.
Royer, F. L., & Garner, W. R. (1970). Perceptual organization of nine-element auditory temporal patterns. Perception & Psychophysics, 7(2), 115–120.
Scheurich, R., Zamm, A., & Palmer, C. (2018). Tapping into rate flexibility: Musical training facilitates synchronization around spontaneous production rates. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2018.00458
Sloboda, J. A. (1986). The musical mind: The cognitive psychology of music (reprint edition). Oxford University Press.
Ten Hoopen, G. (1992). Temporal processing of fast auditory patterns. In: Paper presented at the 2nd international conference on music perception and cognition, Los Angeles.
Wagemans, J. (2018). Perceptual organization. In J. T. Wixted & J. Serences (Eds.), In: The Stevens’ handbook of experimental psychology and cognitive neuroscience. Sensation, perception and attention (Vol. 2, pp. 803–872). Wiley.
Yu, M., Getz, L., & Kubovy, M. (2015). Perceiving the initial note: Quantitative models of how listeners parse cyclical auditory patterns. Attention, Perception, & Psychophysics, 77(8), 2728–2739.
Zatorre, R. J., Chen, J. L., & Penhune, V. B. (2007). When the brain plays music: Auditory–motor interactions in music perception and production. Nature Reviews Neuroscience, 8(7), 547–558.
Acknowledgements
Discussions during study development and assistance during data collection by Benjamin Ganschow and Thomas Kramer are gratefully acknowledged.
Funding
L. Dietmar Hestermann, Johan Wagemans and Ralf T. Krampe, University of Leuven, Belgium. Completion of his work was possible through FWO grant (Fonds Wetenschappelijk Onderzoek, Belgium) G.0379.06 to Ralf Krampe and by a long-term structural grant from the Flemish government to Johan Wagemans (METH/08/02 and METH/14/02).
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Hestermann, L.D., Wagemans, J. & Krampe, R.T. Perceptual grouping in complex rhythmic patterns. Psychological Research 87, 1293–1305 (2023). https://doi.org/10.1007/s00426-022-01717-4
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DOI: https://doi.org/10.1007/s00426-022-01717-4