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Brief Report: Quantifying Speech Production Coordination from Non- and Minimally-Speaking Individuals
Tanya Talkar1,2, Kristina T Johnson3,4,5, Jaya Narain3
1Human Health and Performance Systems, MIT Lincoln Laboratory, Lexington, MA, USA. Tanya.Talkar@ll.mit.edu.
Journal of Autism and Developmental Disorders
|April 13, 2024
Summary
This study characterizes non-verbal vocalizations in non- or minimally-speaking individuals. Frustrated and dysregulated utterances share similar patterns, differing from self-talk, requests, and delighted vocalizations.
Area of Science:
- Speech-language pathology
- Communication sciences
- Bioacoustics
Background:
- Non-verbal utterances are crucial for communication in non- or minimally-speaking individuals.
- Interpretation of these vocalizations by the wider community remains a challenge.
- Limited research exists on detecting and characterizing these specific vocalizations.
Purpose of the Study:
- To characterize five distinct categories of non-verbal utterances.
- To analyze vocalizations from seven non- or minimally-speaking individuals.
- To identify patterns in speech production systems for different utterance types.
Main Methods:
- Utilized a correlation structure methodology to assess motor coordination.
- Applied this method to analyze similarities and differences in speech production systems.
- Examined coordination complexity across articulatory, respiratory, and laryngeal subsystems.
Main Results:
- Frustrated and dysregulated utterances exhibited similar correlation structures, distinct from self-talk, requests, and delighted utterances.
- Frustration and dysregulation showed increased articulatory-respiratory coordination complexity and decreased laryngeal-respiratory coordination complexity.
- Request utterances displayed lower overall coordination complexity across all three subsystems compared to self-talk and delight.
Conclusions:
- This research provides insights into vocalization modifications for non-verbal communication goals.
- Understanding these patterns can improve communication accessibility for non- or minimally-speaking individuals.
- The findings contribute to characterizing the nuances of non-verbal communication in specific populations.
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