Automatic Assessment of Parkinsonian Speech: Second International Workshop, AAPS 2024, Cambridge, MA,...

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Juan Ignacio Godino Llorente

Automatic Assessment of Parkinsonian Speech

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

Juan Ignacio Godino Llorente

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English

Springer Nature Switzerland AG
27 December 2025

Social research & statistics; Computing: general; Computer hardware; Network hardware; Artificial intelligence

Series: Communications in Computer and Information Science

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.

Edited by: Juan Ignacio Godino Llorente
Imprint: Springer Nature Switzerland AG
Country of Publication: Switzerland
Dimensions: Height: 235mm, Width: 155mm,
ISBN: 9783032070821
ISBN 10: 3032070821
Series: Communications in Computer and Information Science
Pages: 119
Publication Date: 27 December 2025
Audience: College/higher education , Professional and scholarly , Further / Higher Education , Undergraduate
Format: Paperback
Publisher's Status: Forthcoming

.- 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.