Michael Neumann
21 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(6)
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Dynamic Duo
(17)
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Prolific Year Β· Productive
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Unstoppable Β· Bronze
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The Questioner
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Century Club Β· Bronze
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Renaissance Researcher
(7)
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Keyword Collector
(102)
Venues
Top co-authors
Research topics
Artificial Intelligence
(11)
Healthcare & Medicine
(11)
Clinical
(11)
Core AI
(11)
Machine Learning
(10)
Speech & Audio
(8)
Analysis
(8)
Core Methods
(7)
Learning Types
(3)
Computer Vision
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Generation
(2)
Optimization & Theory
(2)
Keywords
multimodal learning
(7)
speech biomarker
(6)
amyotrophic lateral sclerosis
(6)
speech analysis
(4)
disease progression
(4)
multimodal dialog
(3)
conversational agent
(3)
multimodal analysis
(3)
remote monitoring
(2)
virtual agent
(2)
facial expression analysis
(2)
clinical speech analysis
(2)
depression detection
(2)
healthcare monitoring
(2)
feature extraction
(2)
multimodal classification
(2)
speech emotion recognition
(2)
mild cognitive impairment
(2)
health assessment
(2)
multimodal dialogue system
(2)
Papers
Accessible Real-time Eye-gaze Tracking for Neurocognitive Health Assessment: A Multimodal Web-based Approach
Interspeech 2025
An Exploration of Interpretable Deep Learning Models for the Assessment of Mild Cognitive Impairment
Interspeech 2025
Multimodal Speech-Based Biomarkers Outperform the ALS Functional Rating Scale in Predicting Individual Disease Progression in ALS
Interspeech 2025
Multimodal Speech, Language and Orofacial Analysis for Remote Assessment of Positive, Negative and Cognitive Symptoms in Schizophrenia
Interspeech 2025
How Consistent are Speech-Based Biomarkers in Remote Tracking of ALS Disease Progression Across Languages? A Case Study of English and Dutch
Interspeech 2024
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
A Multimodal Investigation of Speech, Text, Cognitive and Facial Video Features for Characterizing Depression With and Without Medication
Interspeech 2023
Combining Multiple Multimodal Speech Features into an Interpretable Index Score for Capturing Disease Progression in Amyotrophic Lateral Sclerosis
Interspeech 2023
Remote Assessment for ALS using Multimodal Dialog Agents: Data Quality, Feasibility and Task Compliance
Interspeech 2023
Responsiveness, Sensitivity and Clinical Utility of Timing-Related Speech Biomarkers for Remote Monitoring of ALS Disease Progression
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
βIt seemed like an annoying womanβ: On the Perception and Ethical Considerations of Affective Language in Text-Based Conversational Agents
CoNLL 2021
ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents
ACL 2020
On the Utility of Audiovisual Dialog Technologies and Signal Analytics for Real-time Remote Monitoring of Depression Biomarkers
ACL 2020
Toward Remote Patient Monitoring of Speech, Video, Cognitive and Respiratory Biomarkers Using Multimodal Dialog Technology
Interspeech 2020
CycleGAN-Based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition
Interspeech 2019
Attentive Convolutional Neural Network Based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech
Interspeech 2017