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Validity of Off-the-Shelf Automatic Speech Recognition for Assessing Speech Intelligibility and Speech Severity in Speakers with Amyotrophic Lateral Sclerosis
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Gutz, Sarah E.; Stipancic, Kaila L.; Yunusova, Yana; Berry, James D.; Green, Jordan R. – Journal of Speech, Language, and Hearing Research, 2022
Purpose: There is increasing interest in using automatic speech recognition (ASR) systems to evaluate impairment severity or speech intelligibility in speakers with dysarthria. We assessed the clinical validity of one currently available off-the-shelf (OTS) ASR system (i.e., a Google Cloud ASR API) for indexing sentence-level speech…
Descriptors: Neurological Impairments, Speech Impairments, Intelligibility, Speech Communication
Co-Occurrence of Hypernasality and Voice Impairment in Amyotrophic Lateral Sclerosis: Acoustic Quantification
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Eshghi, Marziye; Connaghan, Kathryn P.; Gutz, Sarah E.; Berry, James D.; Yunusova, Yana; Green, Jordan R. – Journal of Speech, Language, and Hearing Research, 2021
Purpose: Hypernasality and atypical voice characteristics are common features of dysarthric speech due to amyotrophic lateral sclerosis (ALS). Existing acoustic measures have been developed to primarily target either hypernasality or voice impairment, and the effects of co-occurring hypernasality-voice problems on these measures are unknown. This…
Descriptors: Neurological Impairments, Articulation Impairments, Acoustics, Measurement Techniques
Validation of an Acoustic-Based Framework of Speech Motor Control: Assessing Criterion and Construct Validity Using Kinematic and Perceptual Measures
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Rowe, Hannah P.; Stipancic, Kaila L.; Lammert, Adam C.; Green, Jordan R. – Journal of Speech, Language, and Hearing Research, 2021
Purpose: This study investigated the criterion (analytical and clinical) and construct (divergent) validity of a novel, acoustic-based framework composed of five key components of motor control: Coordination, Consistency, Speed, Precision, and Rate. Method: Acoustic and kinematic analyses were performed on audio recordings from 22 subjects with…
Descriptors: Acoustics, Articulation (Speech), Psychomotor Skills, Speech Communication
Validating Automatic Diadochokinesis Analysis Methods across Dysarthria Severity and Syllable Task in Amyotrophic Lateral Sclerosis
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Tanchip, Chelsea; Guarin, Diego L.; McKinlay, Scotia; Barnett, Carolina; Kalra, Sanjay; Genge, Angela; Korngut, Lawrence; Green, Jordan R.; Berry, James; Zinman, Lorne; Yadollahi, Azadeh; Abrahao, Agessandro; Yunusova, Yana – Journal of Speech, Language, and Hearing Research, 2022
Purpose: Oral diadochokinesis (DDK) is a standard dysarthria assessment task. To extract automatic and semi-automatic DDK measurements, numerous DDK analysis algorithms based on acoustic signal processing are available, including amplitude based, spectral based, and hybrid. However, these algorithms have been predominantly validated in individuals…
Descriptors: Neurological Impairments, Articulation Impairments, Severity (of Disability), Syllables
Speech Movement Measures as Markers of Bulbar Disease in Amyotrophic Lateral Sclerosis
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Shellikeri, Sanjana; Green, Jordan R.; Kulkarni, Madhura; Rong, Panying; Martino, Rosemary; Zinman, Lorne; Yunusova, Yana – Journal of Speech, Language, and Hearing Research, 2016
Purpose: The goal of this study was to identify the effects of amyotrophic lateral sclerosis (ALS) on tongue and jaw control, both cross-sectionally and longitudinally. The data were examined in the context of their utility as a diagnostic marker of bulbar disease. Method: Tongue and jaw movements were recorded cross-sectionally (n = 33…
Descriptors: Diseases, Comparative Analysis, Control Groups, Neurological Impairments
Spatiotemporal Coupling of the Tongue in Amyotrophic Lateral Sclerosis
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Kuruvilla, Mili S.; Green, Jordan R.; Yunusova, Yana; Hanford, Kathy – Journal of Speech, Language, and Hearing Research, 2012
Purpose: The primary aim of the investigation was to identify deficits in spatiotemporal coupling between tongue regions in amyotrophic lateral sclerosis (ALS). The relations between disease-related changes in tongue movement patterns and speech intelligibility were also determined. Methods: The authors recorded word productions from 11…
Descriptors: Neurological Impairments, Articulation Impairments, Psychomotor Skills