Automatic Assessment of Parkinsonian Speech

Second International Workshop, AAPS 2024, Cambridge, MA, USA, November 21–22, 2024, Revised Selected Papers

Juan Ignacio Godino Llorente (Herausgeber)

Buch | Softcover

IX, 119 Seiten

2025
Springer International Publishing (Verlag)
978-3-032-07082-1 (ISBN)

Noch nicht erschienen - erscheint am 11.12.2025
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This book constitutes the revised and extended papers of the Second Automatic Assessment of Parkinsonian Speech Workshop, AAPS 2024, held in Cambridge, Massachusetts, USA, in November 21 22, 2024

The 8 full papers were thoroughly reviewed and selected from 14 submissions. They present recent research on the automatic assessment of parkinsonian speech from the point of view of such disciplines as machine learning, speech technology, phonetics, neurology, and speech therapy.

.- Speech-Based Detection of Parkinson's Disease in Low-Resourced Languages: A 20-Year Journey Through Speech Processing and Machine Learning Techniques.

.- Speech Pattern Variability in the Speech Accessibility Project.

.- A Survey of Open Voice and Speech Datasets for the Screening and Evaluation of Parkinson s Disease.

.- Attention Maps for Explainable Classification ofParkinson s Disease using Mel filterbank-based CTNets.

.- Learning representation models for interpretable automatic phonemic grouping of the Parkinsonian speech.

.- Rapid Eye Movement Sleep Behavior Disorder: An insight into the prodromal Parkinson s Disease Speech.

.- Leveraging Reverberation Time as an Acoustic Biomarker for Speech Impairment in Parkinson Disease.

.- Exploring the Complexity of Parkinson s Patient Speech for Depression Detection task: A Qualitative Analysis.

Erscheinungsdatum	20.11.2025
Reihe/Serie	Communications in Computer and Information Science
Zusatzinfo	IX, 119 p. 33 illus., 28 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Data Modelling • Design • Empirical Studies • estimation • Evaluation • Health Informatics • people with disabilities • seniors • verification
ISBN-10	3-032-07082-1 / 3032070821
ISBN-13	978-3-032-07082-1 / 9783032070821
Zustand	Neuware