Reduced intelligibility is at the heart of the communication disorder associated with the dysarthrias and other speech production deficits, undermining quality of life. This research program aims to develop a comprehensive model of intelligibility deficits that offers an explanation for communication failure and success, and thereby identifies targets for remediation, as well as dependent variables that will serve as outcome measures. We have shown that when listeners encounter speech that is difficult to understand, they turn their attention to prosody to help them decide where words begin and end. However this strategy for lexical segmentation becomes challenged when the prosodic information itself is degraded, as in the dysarthrias. Further, the nature of the prosodic degradation predicts the ways in which word boundary identification is impaired. The differences in perceptual error patterns resulting from speech produced by two equally intelligible speakers are predictable and provide information both about the underlying motor deficit and the perceptual representations and strategies of the listener. The present proposal defines this relationship through the development of sensitive dependent variables that predict listener performance patterns and production characteristics. Specifically, we will refine a set of acoustic measures and establish their predictive relationship to perceptual performance (intelligibility and error patterns), using speakers with dysarthria and healthy controls. These automated acoustic measures include measures of based on the low-frequency modulations of the amplitude envelope and measures of fundamental frequency and average spectral variability. This set of acoustic measures will be used to classify speakers by traditional dysarthric subtypes as well as by groupings based on a perceptual-outcome clustering that will be developed using the error patterns obtained from listeners'transcription of each speaker's samples. The model will be tested and refined on a new more diverse group of speakers with intelligibility deficits. The causality of the relationships between acoustics and perception uncovered by these analyses will be tested through perceptual experiments using speech samples that are digitally manipulated to match the prosodic patterns that are associated with particular error types. The proposed project holds promise for immediate clinical impact by providing both sensitive and meaningful outcome measures and an overarching theoretical framework in which to interpret them.

Public Health Relevance

The overall goal of the current project is to develop a theoretically-derived model of intelligibility deficits that has immediate clinical impact by identifying targets for remediation and offering dependent variables that may be used to predict perceptual outcome and track changes in speech due to intervention or disease progression. By defining a set of objective measures that map to meaningful aspects of speech understanding, these dependent variables can be applied to any communication disorder for which intelligibility is reduced.

Agency
National Institute of Health (NIH)
Institute
National Institute on Deafness and Other Communication Disorders (NIDCD)
Type
Research Project (R01)
Project #
3R01DC006859-07S1
Application #
8354706
Study Section
Motor Function, Speech and Rehabilitation Study Section (MFSR)
Program Officer
Shekim, Lana O
Project Start
2004-07-01
Project End
2015-06-30
Budget Start
2011-10-26
Budget End
2012-06-30
Support Year
7
Fiscal Year
2012
Total Cost
$43,129
Indirect Cost
Name
Arizona State University-Tempe Campus
Department
Other Health Professions
Type
Schools of Allied Health Profes
DUNS #
943360412
City
Tempe
State
AZ
Country
United States
Zip Code
85287
Carbonell, Kathy M; Lester, Rosemary A; Story, Brad H et al. (2015) Discriminating simulated vocal tremor source using amplitude modulation spectra. J Voice 29:140-7
Monson, Brian B; Hunter, Eric J; Lotto, Andrew J et al. (2014) The perceptual significance of high-frequency energy in the human voice. Front Psychol 5:587
Borrie, Stephanie A; Liss, Julie M (2014) Rhythm as a coordinating device: entrainment with disordered speech. J Speech Lang Hear Res 57:815-24
Monson, Brian B; Lotto, Andrew J; Story, Brad H (2014) Detection of high-frequency energy level changes in speech and singing. J Acoust Soc Am 135:400-6
Lansford, Kaitlin L; Liss, Julie M (2014) Vowel acoustics in dysarthria: speech disorder diagnosis and classification. J Speech Lang Hear Res 57:57-67
Berisha, Visar; Sandoval, Steven; Utianski, Rene et al. (2014) Characterizing the distribution of the quadrilateral vowel space area. J Acoust Soc Am 135:421-7
Berisha, Visar; Liss, Julie; Sandoval, Steven et al. (2014) Modeling Pathological Speech Perception From Data With Similarity Labels. Proc IEEE Int Conf Acoust Speech Signal Process 2014:915-919
Lansford, Kaitlin L; Liss, Julie M (2014) Vowel acoustics in dysarthria: mapping to perception. J Speech Lang Hear Res 57:68-80
Liss, Julie M; Utianski, Rene; Lansford, Kaitlin (2013) Crosslinguistic application of English-centric rhythm descriptors in motor speech disorders. Folia Phoniatr Logop 65:3-19
Borrie, Stephanie A; McAuliffe, Megan J; Liss, Julie M et al. (2013) The role of linguistic and indexical information in improved recognition of dysarthric speech. J Acoust Soc Am 133:474-82

Showing the most recent 10 out of 17 publications