Journal of The Royal Society InterfaceNeurosciencePeer-reviewed journal article
Perceiving and remembering speech depend on multifractal nonlinearity in movements producing and exploring speech
Lauren Bloomfield, Elizabeth Lane, Madhur MangalamiD, Damian G. Kelty‐StepheniD
Abstract
Speech perception and memory for speech require active engagement. Gestural theories have emphasized mainly the effect of speakers movements on speech perception. They fail to address the effects of listener movement, focusing on communication as a boundary condition constraining movement among interlocutors. The present work attempts to break new ground by using multifractal geometry of physical movement as a common currency for supporting both sides of the speaker-listener dyads. Participants self-paced their listening to a narrative, after which they completed a test of memory querying their narrative comprehension and their ability to recognize words from the story. The multifractal evidence of nonlinear interactions across timescales predicted the fluency of speech perception. Self-pacing movements that enabled listeners to control the presentation of speech sounds constituted a rich exploratory process. The multifractal nonlinearity of this exploration supported several aspects of memory for the perceived spoken language. These findings extend the role of multifractal geometry in the speakers movements to the narrative case of speech perception. In addition to posing novel basic research questions, these findings make a compelling case for calibrating multifractal structure in text-to-speech synthesizers for better perception and memory of speech.
- Citations
- 18
- FWCI
- 3.14
- Field percentile
- top 9%
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