Isabel Guimarães
3 papers · 2020–2025 · 1 venue · across top CS/AI venues
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Achievements
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🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Keywords
deep learning
(2)
medication state
(2)
speech analysis
(1)
parkinson's disease
(1)
speech classification
(1)
convolutional neural network
(1)
place of articulation
(1)
speech therapy
(1)
speech prosody
(1)
parkinson disease
(1)
speech biomarker
(1)
acoustic-prosodic feature
(1)
speaker-dependent approach
(1)
fricative classification
(1)
voicing detection
(1)
self-supervised learning
(1)
log mel filter bank
(1)
clinical speech analysis
(1)
Papers
On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson’s Disease Medication State from Speech
Interspeech 2025
Assessment of Parkinson’s Disease Medication State Through Automatic Speech Analysis
Interspeech 2020
Detection of Voicing and Place of Articulation of Fricatives with Deep Learning in a Virtual Speech and Language Therapy Tutor
Interspeech 2020