Michael Neumann
Orcid: 0000-0002-1023-9061Affiliations:
- Modality.AI, Inc., San Francisco, CA, USA
According to our database1,
Michael Neumann authored at least 24 papers
between 2013 and 2025.
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Bibliography
2025
Toward Quantifying How The Burden of Problems Reported By Patients Evolves in Parkinson's Disease: An Exploratory Analysis.
Proceedings of the Text, Speech, and Dialogue - 28th International Conference, 2025
2024
Comput. Biol. Medicine, 2024
Towards Scalable Remote Assessment of Mild Cognitive Impairment Via Multimodal Dialog.
Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024
2023
Int. J. Hum. Comput. Interact., May, 2023
Remote Assessment for ALS using Multimodal Dialog Agents: Data Quality, Feasibility and Task Compliance.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
When Words Speak Just as Loudly as Actions: Virtual Agent Based Remote Health Assessment Integrating What Patients Say with What They Do.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Responsiveness, Sensitivity and Clinical Utility of Timing-Related Speech Biomarkers for Remote Monitoring of ALS Disease Progression.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
2022
Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson's disease assessment.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Exploring Facial Metric Normalization For Within- and Between-Subject Comparisons in a Multimodal Health Monitoring Agent.
Proceedings of the International Conference on Multimodal Interaction, 2022
Proceedings of the International Conference on Multimodal Interaction, 2022
Speech, Facial and Fine Motor Features for Conversation-Based Remote Assessment and Monitoring of Parkinson's Disease.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Proceedings of the IEEE Spoken Language Technology Workshop, 2021
Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Investigating the Interplay Between Affective, Phonatory and Motoric Subsystems in Autism Spectrum Disorder Using a Multimodal Dialogue Agent.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
"It seemed like an annoying woman": On the Perception and Ethical Considerations of Affective Language in Text-Based Conversational Agents.
Proceedings of the 25th Conference on Computational Natural Language Learning, 2021
2020
Toward Remote Patient Monitoring of Speech, Video, Cognitive and Respiratory Biomarkers Using Multimodal Dialog Technology.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the AVI '20: International Conference on Advanced Visual Interfaces, Island of Ischia, Italy, September 28, 2020
ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020
2019
NEMSI: A Multimodal Dialog System for Screening of Neurological or Mental Conditions.
Proceedings of the 19th ACM International Conference on Intelligent Virtual Agents, 2019
CycleGAN-Based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Improving Speech Emotion Recognition with Unsupervised Representation Learning on Unlabeled Speech.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Attentive Convolutional Neural Network Based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
2013
Proceedings of the 2013 International Conference on Principles and Practices of Programming on the Java Platform: Virtual Machines, 2013