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People attending a performance by the electronic music duo Orphx at the LIVELab were recruited for the study. Participants gave informed consent, were fitted with motion-capture marker headbands, and completed pre- and post-concert questionnaires (see Supplemental information). We turned VLF speakers (8–37 Hz) on and off every 2.5 minutes over 55 minutes of the performance ( Figure 1 D), calculated head movement speed (the three-dimensional path length per sampling unit of time) for each participant in each of the eighteen segments, and compared average normalized movement while VLFs were ON vs. OFF. Our data show that audience participants moved more, on average by 11.8%, while VLFs were ON vs. OFF (t(42) = 5.32, p < 0.0001; d = 0.81; Figure 1 E).
Figure 1 Audience members at an electronic music performance moved more when very-low frequencies were present vs. absent. Show full caption (A) Orphx performing at the LIVELab. (B) Audience during the concert. (C) Spectral power in concert audio during VLF ON (orange) and OFF (blue). (D) Waveforms of the concert audio (top) and the VLFs (bottom) from the 55-minute period of data collection. (E) Differences in audience participants’ normalized movement (VLF ON – OFF) and group mean (black horizontal bar). (F) Participant performance in the VLF detection experiment.
5 Jasen P.C. Low End Theory: Bass, Bodies and the Materiality of Sonic Experience. Post-concert questionnaire data indicated that participants felt bodily sensations associated with bass frequencies during the concert, and that these were pleasurable and contributed to the urge to move (all p < 0.001). However, the bodily sensations were not perceived as stronger than at similar concerts (p = 0.49). Together, these results reflect associations between bass, dancing, and pleasure in electronic dance music, consistent with previous reports, but also that the bodily sensations apparent to participants were not elicited by the VLFs (most concerts do not use VLF speakers and participants indicated bodily sensations were similar to other concerts).
0+ = 4.36; 0+ = 4.12). To confirm that the VLFs were not consciously detectable, 17 new participants (one of whom participated in the concert experiment) completed a two-alternative forced choice task using the same VLF speakers in the LIVELab. On each trial, participants heard two pairs of 3.5 s excerpts from the concert audio and indicated which pair’s excerpts were different (all excerpts in the trial were identical except for the presence or absence of VLFs in one excerpt). Participants performed at chance (mean 49.8% correct, SD = 4.56%), and a Bayesian t test on participants’ rates of correct responses indicated substantial evidence for the null hypothesis — that participants could not detect the presence/absence of VLFs (n = 17; prior = Cauchy distribution centred on 0 with width = 0.707; BF= 4.36; Figure 1 F). It should be noted that two experimenters familiar with the VLF manipulation and the purpose of this follow-up experiment participated in it and performed at chance (both 50% correct). Omitting their data has a negligible effect, only reducing the Bayes factor slightly (BF= 4.12).
These results demonstrate that a complex, social behaviour — dance — can be increased in intensity by VLFs without participants’ awareness. This result exceeds the previously known associations between bass and dance, demonstrating a large and highly reliable effect in a context of maximal ecological validity.
Vibrotactile and vestibular systems process low frequency sound, have close links to the motor system, and can affect groove ratings, spontaneous movement, and rhythm perception. Because of these connections, and because VLFs were below or near auditory threshold, these non-auditory sensory pathways were likely involved in the observed effect of VLFs on dancing at a live concert by contributing salient cross-modal cues to the motor system.
4 Todd N.P.M.
Lee C.S. The sensory-motor theory of beat induction 20 years on: A new synthesis. One theory suggests the vestibular system in particular has a fundamental role in human perception of low frequencies, musical rhythm, and the urge to move to music, in part due to vestibular-autonomic effects. Our study is consistent with that theory, although it was not a direct test of it.
Some VLFs were above the predicted perceptual thresholds, although consciously undetectable. Because VLFs were relatively near thresholds (that were determined in silence) whereas non-VLFs were far above thresholds (see supplemental material), we believe that auditory masking of the VLFs contributed to their being undetectable.