Michael Neumann

18 papers · 2017–2024 · 4 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (11) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (31) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (9) 🌍 Conference Polyglot (4) 🏃 Academic Marathon (7) 🤝 Dynamic Duo (13) 👥 Mega-Team (22) 🧬 Topic Evolution 🏆 Keyword Champion (2) 🗃️ Keyword Collector (88) ⚡ Prolific Year (5) ❓ The Questioner 🔥 Unstoppable (6) 💎 Century Club (18)

Conferences

INTERSPEECH (14) ACL (2) CONLL (1) EMNLP (1)

Top co-authors

Vikram Ramanarayanan (13) Hardik Kothare (12) Jackson Liscombe (9) Oliver Roesler (8) David Suendermann-Oeft (7) Doug Habberstad (6) Ngoc Thang Vu (5) David Pautler (5) Andrew Cornish (4) Lindsey Vanderlyn (3)

Keywords

multimodal learning (7) amyotrophic lateral sclerosis (5) speech biomarker (5) speech analysis (4) conversational agent (4) multimodal dialog (3) multimodal analysis (3) disease progression (3) remote monitoring (2) human-computer interaction (2) healthcare monitoring (2) facial expression analysis (2) ethical implication (2) affective language (2) virtual agent (2) depression detection (2) feature extraction (2) speech emotion recognition (2) clinical speech analysis (2) user perception (2)

Papers

How Consistent are Speech-Based Biomarkers in Remote Tracking of ALS Disease Progression Across Languages? A Case Study of English and Dutch INTERSPEECH 2024

Towards Scalable Remote Assessment of Mild Cognitive Impairment Via Multimodal Dialog INTERSPEECH 2024

Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences INTERSPEECH 2024

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

A Multimodal Investigation of Speech, Text, Cognitive and Facial Video Features for Characterizing Depression With and Without Medication INTERSPEECH 2023

Remote Assessment for ALS using Multimodal Dialog Agents: Data Quality, Feasibility and Task Compliance INTERSPEECH 2023

Combining Multiple Multimodal Speech Features into an Interpretable Index Score for Capturing Disease Progression in Amyotrophic Lateral Sclerosis INTERSPEECH 2023

Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson's disease assessment INTERSPEECH 2022

“It seemed like an annoying woman”: On the Perception and Ethical Considerations of Affective Language in Text-Based Conversational Agents CONLL 2021

“It seemed like an annoying woman”: On the Perception and Ethical Considerations of Affective Language in Text-Based Conversational Agents EMNLP 2021

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

ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents ACL 2020

Toward Remote Patient Monitoring of Speech, Video, Cognitive and Respiratory Biomarkers Using Multimodal Dialog Technology INTERSPEECH 2020

On the Utility of Audiovisual Dialog Technologies and Signal Analytics for Real-time Remote Monitoring of Depression Biomarkers ACL 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