Oliver Roesler
10 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (16) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
π₯
Mega-Team Β· Squad
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Renaissance Researcher
(6)
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Unstoppable Β· Bronze
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Century Club Β· Bronze
ποΈ
Keyword Collector
(58)
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Healthcare & Medicine
(5)
Machine Learning
(5)
Clinical
(5)
Speech & Audio
(4)
Analysis
(4)
Core Methods
(4)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Robotics
(1)
Application Areas
(1)
Applications Β· Robotics
(1)
Applications Β· Data Science & Analytics
(1)
Learning Types
(1)
Keywords
multimodal learning
(4)
amyotrophic lateral sclerosis
(3)
multimodal dialog
(3)
speech analysis
(3)
virtual agent
(2)
feature extraction
(2)
speech metrics
(2)
multimodal analysis
(2)
healthcare monitoring
(2)
clinical speech analysis
(2)
speech biomarker
(2)
facial expression analysis
(2)
conversational agent
(1)
deep neural network
(1)
human-robot interaction
(1)
support vector machine
(1)
cross-situational learning
(1)
natural language understanding
(1)
lasso regression
(1)
mild cognitive impairment
(1)
Papers
An Exploration of Interpretable Deep Learning Models for the Assessment of Mild Cognitive Impairment
Interspeech 2025
Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences
Interspeech 2024
Towards Scalable Remote Assessment of Mild Cognitive Impairment Via Multimodal Dialog
Interspeech 2024
Remote Assessment for ALS using Multimodal Dialog Agents: Data Quality, Feasibility and Task Compliance
Interspeech 2023
When Words Speak Just as Loudly as Actions: Virtual Agent Based Remote Health Assessment Integrating What Patients Say with What They Do
Interspeech 2023
Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson's disease assessment
Interspeech 2022
Investigating the Interplay Between Affective, Phonatory and Motoric Subsystems in Autism Spectrum Disorder Using a Multimodal Dialogue Agent
Interspeech 2021
Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale
Interspeech 2021
Toward Remote Patient Monitoring of Speech, Video, Cognitive and Respiratory Biomarkers Using Multimodal Dialog Technology
Interspeech 2020
Unsupervised Online Grounding of Natural Language during Human-Robot Interactions
ACL 2020