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The experimental design and notated examples of the neutral, tension, and tension resolution conditions used in the experiment. A) An illustration of the experimental design throughout the learning and memory phases. B) A notated example of the three musical conditions utilized in the encoding session: the neutral condition, where the dominant seventh (G7 chord) is immediately resolved to the tonic chord (C), the tension condition, where the same dominant seventh (G7) is not immediately resolved, but suspended for a prolonged duration, and the tension-resolution condition, where the delayed resolution finally comes into place after the intentional prolongation of the dom7 chord in the previous condition. Note that the two depicted musical phrases (starting at bar 1 and 3, respectively) will not appear in immediate succession in the actual experiment. Instead, they will be interleaved with other musical phrases.
Published: 30 April 2025
Figure 1: The experimental design and notated examples of the neutral, tension, and tension resolution conditions used in the experiment. A) An illustration of the experimental design throughout the learning and memory phases. B) A notated example of the three musical conditions utilized in the en... More about this image found in The experimental design and notated examples of the neutral, tension, and t...
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Subjective felt-tension ratings and eye-tracking pupil dilation results. A) Mean ratings of felt-tension (1–5) for tense and neutral excerpts that were presented following the main experiment. B) Mean ratings of felt-tension divided by perceivers and non-perceivers of tension. C) Pupil Dilation percentage change (from baseline) for tension perceivers across the three musical conditions (neutral, tension, tension-resolution). D) Pupil Dilation percentage change (from baseline) for tension non-perceivers across the musical conditions E) Mean Peak Pupil dilation during the tension condition plotted against means of felt tension for the tension excerpt. F) Mean Peak Pupil dilation during the neutral condition plotted against means of felt-tension for the tension excerpt.
Published: 30 April 2025
Figure 2: Subjective felt-tension ratings and eye-tracking pupil dilation results. A) Mean ratings of felt-tension (1–5) for tense and neutral excerpts that were presented following the main experiment. B) Mean ratings of felt-tension divided by perceivers and non-perceivers of tension. C) Pupil D... More about this image found in Subjective felt-tension ratings and eye-tracking pupil dilation results. A)...
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Memory performance. A) Mean memory performance scores (d’) for spoken words presented during the different musical conditions. B) Mean memory performance for words encoded during tension and neutral musical phrases separately for tension perceivers and non-perceivers. Significant Spearman’s correlations between subjective reports of musical interest and memory performance for words encoded during tense-evoking musical phrases (C) and neutral musical phrases (D).
Published: 30 April 2025
Figure 3: Memory performance. A) Mean memory performance scores (d’) for spoken words presented during the different musical conditions. B) Mean memory performance for words encoded during tension and neutral musical phrases separately for tension perceivers and non-perceivers. Significant Spearma... More about this image found in Memory performance. A) Mean memory performance scores (d’) for spoken words...
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Singing accuracy and vividness of earworm scatterplots. Note: All of the associations in the above figures were predicted to be positive associations. The scale on the y-axis for all the figures is 1 = Always experiences a scenario and 5 = Never experiences a scenario.
Published: 30 April 2025
Figure 1. Singing accuracy and vividness of earworm scatterplots. Note: All of the associations in the above figures were predicted to be positive associations. The scale on the y -axis for all the figures is 1 = Always experiences a scenario and 5 = Never experiences a scenario . More about this image found in Singing accuracy and vividness of earworm scatterplots. Note: All of the as...
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Overview of the experimental procedure for all three experiments. For the Test Melodies column in Experiments 1 and 2, dotted red lines illustrate one possible set of differences between the test melody and the reference melody contour. For Experiment 3, all dotted blue lines are used because the test melody can differ from the reference melodies in terms of both contour and cardinality (and no specific location of the difference can be identified).
Published: 23 April 2025
Figure 2. Overview of the experimental procedure for all three experiments. For the Test Melodies column in Experiments 1 and 2, dotted red lines illustrate one possible set of differences between the test melody and the reference melody contour. For Experiment 3, all dotted blue lines are used be... More about this image found in Overview of the experimental procedure for all three experiments. For the T...
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Results from Experiment 1. Participants were able to detect differences between the test contour and the reference contours, even with as few as one difference.
Published: 23 April 2025
Figure 3. Results from Experiment 1. Participants were able to detect differences between the test contour and the reference contours, even with as few as one difference. More about this image found in Results from Experiment 1. Participants were able to detect differences bet...
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The 24 reference contours used in Experiment 1, and the average hit rate for each. Note that each of the 24 contours displayed here also had an inverted version used in the experiment (48 contours total in the experiment). The varying hit rates suggest that some test contours were easier than others to detect changes from their associated reference set.
Published: 23 April 2025
Figure 4. The 24 reference contours used in Experiment 1, and the average hit rate for each. Note that each of the 24 contours displayed here also had an inverted version used in the experiment (48 contours total in the experiment). The varying hit rates suggest that some test contours were easier... More about this image found in The 24 reference contours used in Experiment 1, and the average hit rate fo...
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Results from Experiment 2, predicting similarity ratings from the number of differences between the test contour and reference contour. Individual participant regression lines are shown. Generally, more differences between the test contour and the reference contour predicts lower similarity ratings. The overall mixed linear-effects model statistics are reported in the main text. Results from Experiment 2, which includes participant number and contour number as random effects.
Published: 23 April 2025
Figure 5. Results from Experiment 2, predicting similarity ratings from the number of differences between the test contour and reference contour. Individual participant regression lines are shown. Generally, more differences between the test contour and the reference contour predicts lower similar... More about this image found in Results from Experiment 2, predicting similarity ratings from the number of...
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Results from Experiment 3, predicting similarity ratings from FCM values. Individual participant regression lines are shown. Generally, higher FCM values predict higher similarity ratings. The overall mixed linear effects model is reported in the main text, which includes participant number and contour number as random effects.
Published: 23 April 2025
Figure 6. Results from Experiment 3, predicting similarity ratings from FCM values. Individual participant regression lines are shown. Generally, higher FCM values predict higher similarity ratings. The overall mixed linear effects model is reported in the main text, which includes participant num... More about this image found in Results from Experiment 3, predicting similarity ratings from FCM values. I...
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Results from Experiment 3, predicting similarity ratings from Average Edit Distance. Individual participant regression lines are shown. Generally, lower Average Edit Distance values predict higher similarity ratings. The overall mixed linear-effects model is reported in the main text, which includes participant number and contour number as random effects.
Published: 23 April 2025
Figure 7. Results from Experiment 3, predicting similarity ratings from Average Edit Distance. Individual participant regression lines are shown. Generally, lower Average Edit Distance values predict higher similarity ratings. The overall mixed linear-effects model is reported in the main text, wh... More about this image found in Results from Experiment 3, predicting similarity ratings from Average Edit ...
Journal Articles
Journal Articles
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The proposed “closed loop” of beat perception and rhythmic action (in this case, finger tapping). A) A closed loop in the absence of a pacing signal or auditory rhythm. Sensory motor feedback from tapping induces and entrains a beat, and the beat is used to time subsequent taps. B) A closed loop in the context of a pacing signal or auditory rhythm. Both the auditory input and the sensory motor feedback contribute to and participate in the entrainment of a beat percept, and the beat is used to time subsequent taps.
Published: 16 April 2025
Figure 1. The proposed “closed loop” of beat perception and rhythmic action (in this case, finger tapping). A) A closed loop in the absence of a pacing signal or auditory rhythm. Sensory motor feedback from tapping induces and entrains a beat, and the beat is used to time subsequent taps. B) A clo... More about this image found in The proposed “closed loop” of beat perception and rhythmic action (in this ...
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A model of entrainment and self-entrainment. A) Description and illustration of the model. The dynamic component of the model is a single complex variable zt that oscillates with frequency ω and damping time constant τd. Its amplitude represents the strength of the beat percept and its phase represents perceived phase of the beat. At every external event, it receives a forcing pulse of magnitude kext (in the positive real direction), and at each of its own taps it receives a forcing pulse of ktap. When the model is in active (tapping) mode, taps are planned every time zt reaches an angle of θ = π, and they are planned to arrive at the time when θ is projected to cross zero (though it may cross zero at a different time if external events occur before the tap is executed). Simulations are conducted with ω = 4π, τd = 8, and ktap = kext = 1 unless otherwise specified. B) The trajectory of zt in the complex plane. External input (or a tap) displaces zt in the positive real direction, which may either advance or delay the perceived phase of the beat. In the absence of input, zt shows damped oscillations that decay to zero (the beat percept is lost). C) A jittered metronome is played with the model set to passive mode—no taps are produced. When the metronome ends, the beat percept quickly dies out. D) The same jittered metronome is played with tapping starting at 2s. Tap synchronize with the metronome, and continue after the metronome ends, with taps continuing to enhance and entrain the perceived beat. E) When a single click of a metronome is perturbed, the effect on tapping asynchrony depends on whether the participant was tapping leading up to the perturbation (in which case the timing adjustment is relatively small) or starts their tapping immediately afterwards (in which case it is larger). Reproduced from Repp (2002). F) Our self-entraining model reproduces these results, leading to small timing adjustments when tapping is ongoing before the perturbation due to the “momentum” of self-entrainment. G) We model autistic participants by increasing the self-forcing term ktap due to reduced attenuation of sensory motor feedback. The autistic participants show smaller adjustment to timing perturbations, as observed in Kasten et al. (2023) and Vishne et al. (2021). H) When the sensory feedback from a tap is delayed, the subsequent inter-tap interval is lengthened, as in Wing (1977).
Published: 16 April 2025
Figure 2. A model of entrainment and self-entrainment. A) Description and illustration of the model. The dynamic component of the model is a single complex variable z t that oscillates with frequency ω and damping time constant τ d . Its amplitude represents the strength of the beat perce... More about this image found in A model of entrainment and self-entrainment. A) Description and illustratio...
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Russell’s Circumplex model of affect. (Reproduced from Russell, J. A. (1980). A circumplex model of affect. Journal of Personality and Social Psychology, 39, 1161–1178. Copyright © 1980 by the American Psychological Association.)
Published: 16 April 2025
Figure 2. Russell’s Circumplex model of affect. (Reproduced from Russell, J. A. (1980). A circumplex model of affect. Journal of Personality and Social Psychology, 39 , 1161–1178. Copyright © 1980 by the American Psychological Association.) More about this image found in Russell’s Circumplex model of affect. (Reproduced from Russell, J. A. (1980...