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        <title>Speech-based Estimation of Bulbar Regression in Amyotrophic Lateral Sclerosis</title>
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    <abstract>Amyotrophic Lateral Sclerosis (ALS) is a progressive neurological disease that leads to degeneration of motor neurons and, as a result, inhibits the ability of the brain to control muscle movements. Monitoring the progression of ALS is of fundamental importance due to the wide variability in disease outlook that exists across patients. This progression is typically tracked using the ALS functional rating scale - revised (ALSFRS-R), which is the current clinical assessment of a patient’s level of functional impairment including speech and other motor tasks. In this paper, we investigated automatic estimation of the ALSFRS-R bulbar subscore from acoustic and articulatory movement samples. Experimental results demonstrated the AFSFRS-R bulbar subscore can be predicted from speech samples, which has clinical implication for automatic monitoring of the disease progression of ALS using speech information.</abstract>
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%0 Conference Proceedings
%T Speech-based Estimation of Bulbar Regression in Amyotrophic Lateral Sclerosis
%A Wisler, Alan
%A Teplansky, Kristin
%A Green, Jordan
%A Yunusova, Yana
%A Campbell, Thomas
%A Heitzman, Daragh
%A Wang, Jun
%Y Christensen, Heidi
%Y Hollingshead, Kristy
%Y Prud’hommeaux, Emily
%Y Rudzicz, Frank
%Y Vertanen, Keith
%S Proceedings of the Eighth Workshop on Speech and Language Processing for Assistive Technologies
%D 2019
%8 June
%I Association for Computational Linguistics
%C Minneapolis, Minnesota
%F wisler-etal-2019-speech
%X Amyotrophic Lateral Sclerosis (ALS) is a progressive neurological disease that leads to degeneration of motor neurons and, as a result, inhibits the ability of the brain to control muscle movements. Monitoring the progression of ALS is of fundamental importance due to the wide variability in disease outlook that exists across patients. This progression is typically tracked using the ALS functional rating scale - revised (ALSFRS-R), which is the current clinical assessment of a patient’s level of functional impairment including speech and other motor tasks. In this paper, we investigated automatic estimation of the ALSFRS-R bulbar subscore from acoustic and articulatory movement samples. Experimental results demonstrated the AFSFRS-R bulbar subscore can be predicted from speech samples, which has clinical implication for automatic monitoring of the disease progression of ALS using speech information.
%R 10.18653/v1/W19-1704
%U https://aclanthology.org/W19-1704
%U https://doi.org/10.18653/v1/W19-1704
%P 24-31

Markdown (Informal)

[Speech-based Estimation of Bulbar Regression in Amyotrophic Lateral Sclerosis](https://aclanthology.org/W19-1704) (Wisler et al., SLPAT 2019)

• Speech-based Estimation of Bulbar Regression in Amyotrophic Lateral Sclerosis (Wisler et al., SLPAT 2019)

ACL

• Alan Wisler, Kristin Teplansky, Jordan Green, Yana Yunusova, Thomas Campbell, Daragh Heitzman, and Jun Wang. 2019. Speech-based Estimation of Bulbar Regression in Amyotrophic Lateral Sclerosis. In Proceedings of the Eighth Workshop on Speech and Language Processing for Assistive Technologies, pages 24–31, Minneapolis, Minnesota. Association for Computational Linguistics.