Marisha Speights Atkins
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View article: Consensus-Based Definitions for Vocal Biomarkers: The International VOCAL Initiative
Consensus-Based Definitions for Vocal Biomarkers: The International VOCAL Initiative Open
Importance: Voice-based health technologies are growing rapidly, but they lack standardized terminology, which hinders interdisciplinary collaboration, research quality, and clinical translation. Objective: The objective of this work is to…
View article: Feature engineering and machine learning for computer-assisted screening of children with speech disorders
Feature engineering and machine learning for computer-assisted screening of children with speech disorders Open
Auditory perceptual analysis (APA) is the main method for clinical assessment of speech-language deficits, which are one of the most prevalent childhood disabilities. However, results from APA are susceptible to intra- and inter-rater vari…
View article: Automated Phonetic Transcription Grading Tool
Automated Phonetic Transcription Grading Tool Open
The Automated Phonetic Transcription Grading Tool (APTgt) is an online Learning Management System (LMS) that facilitates the comparison of phonetic transcriptions for instruction and clinical training purposes. It uses an embedded IPA grap…
View article: Computer-Assisted Syllable Complexity Analysis of Continuous Speech as a Measure of Child Speech Disorders.
Computer-Assisted Syllable Complexity Analysis of Continuous Speech as a Measure of Child Speech Disorders. Open
A common indicator of speech production disorders in children is a reduced ability to articulate complex syllables. Clinical studies of syllabic complexity of child speech have traditionally relied on phonetic transcription by trained list…
View article: Towards automated detection of similarities and differences in bilingual speakers
Towards automated detection of similarities and differences in bilingual speakers Open
Bilingualism is the norm rather than the exception in the U.S. Within speech-language pathology this change in linguistic demography has prompted the increased need for information on bilingual speech sound production patterns to reduce mi…