Literature DB >> 34343455

Perceiving and remembering speech depend on multifractal nonlinearity in movements producing and exploring speech.

Lauren Bloomfield1, Elizabeth Lane1, Madhur Mangalam2, Damian G Kelty-Stephen1.   

Abstract

Speech perception and memory for speech require active engagement. Gestural theories have emphasized mainly the effect of speaker's 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 speaker's 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.

Entities:  

Keywords:  acoustic; auditory perception; complexity; learning disability; multifractality; nonlinear

Mesh:

Year:  2021        PMID: 34343455      PMCID: PMC8331247          DOI: 10.1098/rsif.2021.0272

Source DB:  PubMed          Journal:  J R Soc Interface        ISSN: 1742-5662            Impact factor:   4.293


  54 in total

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6.  Applying Behavioral Conditioning to Identify Anticipatory Behaviors.

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7.  Bringing the Nonlinearity of the Movement System to Gestural Theories of Language Use: Multifractal Structure of Spoken English Supports the Compensation for Coarticulation in Human Speech Perception.

Authors:  Rachel M Ward; Damian G Kelty-Stephen
Journal:  Front Physiol       Date:  2018-09-03       Impact factor: 4.566

8.  Simple Acoustic Features Can Explain Phoneme-Based Predictions of Cortical Responses to Speech.

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9.  Non-linear Amplification of Variability Through Interaction Across Scales Supports Greater Accuracy in Manual Aiming: Evidence From a Multifractal Analysis With Comparisons to Linear Surrogates in the Fitts Task.

Authors:  Christopher A Bell; Nicole S Carver; John A Zbaracki; Damian G Kelty-Stephen
Journal:  Front Physiol       Date:  2019-08-07       Impact factor: 4.566

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  2 in total

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