activity
20202025
most citedUnveiling Interpretability in Self-Supervised Speech Representations for Parkinson's Diagnosis

7 citations · 13 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CL2025

CAMÕES: A Comprehensive Automatic Speech Recognition Benchmark for European Portuguese

Carlos Carvalho, Francisco Teixeira, Catarina Botelho +9

Existing resources for Automatic Speech Recognition in Portuguese are mostly focused on Brazilian Portuguese, leaving European Portuguese (EP) and other varieties under-explored. T…

eess.AS2025

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech

David Gimeno-Gómez, Rubén Solera-Ureña, Anna Pompili +5

The automatic identification of medication states of Parkinson's disease (PD) patients can assist clinicians in monitoring and scheduling personalized treatments, as well as studyi…

eess.AS2024★ 1 cited

Tackling Cognitive Impairment Detection from Speech: A submission to the PROCESS Challenge

Catarina Botelho, David Gimeno-Gómez, Francisco Teixeira +11

This work describes our group's submission to the PROCESS Challenge 2024, with the goal of assessing cognitive decline through spontaneous speech, using three guided clinical tasks…

cs.CV2024★ 7 cited

Unveiling Interpretability in Self-Supervised Speech Representations for Parkinson's Diagnosis

David Gimeno-Gómez, Catarina Botelho, Anna Pompili +2

Recent works in pathological speech analysis have increasingly relied on powerful self-supervised speech representations, leading to promising results. However, the complex, black-…

eess.AS2020★ 1 cited

The INESC-ID Multi-Modal System for the ADReSS 2020 Challenge

Anna Pompili, Thomas Rolland, Alberto Abad

This paper describes a multi-modal approach for the automatic detection of Alzheimer's disease proposed in the context of the INESC-ID Human Language Technology Laboratory particip…

eess.AS2020★ 4 cited

Assessment of Parkinson's Disease Medication State through Automatic Speech Analysis

Anna Pompili, Rubén Solera-Ureña, Alberto Abad +5

Parkinson's disease (PD) is a progressive degenerative disorder of the central nervous system characterized by motor and non-motor symptoms. As the disease progresses, patients alt…