Michael Neumann
Michael Neumann
Research Scientist at Modality.AI, Inc.
Bestätigte E-Mail-Adresse bei - Startseite
Zitiert von
Zitiert von
Attentive convolutional neural network based speech emotion recognition: A study on the impact of input features, signal length, and acted speech
M Neumann, NT Vu
Proceedings of Interspeech, 2017
Improving speech emotion recognition with unsupervised representation learning on unlabeled speech
M Neumann, NT Vu
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
CycleGAN-Based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition.
F Bao, M Neumann, NT Vu
Interspeech, 2828-2832, 2019
Cross-lingual and Multilingual Speech Emotion Recognition on English and French
M Neumann, NT Vu
Proceedings of the International Conference on Acoustics, Speech, and Signal …, 2018
Investigating the utility of multimodal conversational technology and audiovisual analytic measures for the assessment and monitoring of amyotrophic lateral sclerosis at scale
M Neumann, O Roesler, J Liscombe, H Kothare, D Suendermann-Oeft, ...
arXiv preprint arXiv:2104.07310, 2021
Nemsi: A multimodal dialog system for screening of neurological or mental conditions
D Suendermann-Oeft, A Robinson, A Cornish, D Habberstad, D Pautler, ...
Proceedings of the 19th ACM International Conference on Intelligent Virtual …, 2019
On the utility of audiovisual dialog technologies and signal analytics for real-time remote monitoring of depression biomarkers
M Neumann, O Roessler, D Suendermann-Oeft, V Ramanarayanan
Proceedings of the First Workshop on Natural Language Processing for Medical …, 2020
“It seemed like an annoying woman”: On the Perception and Ethical Considerations of Affective Language in Text-Based Conversational Agents
L Vanderlyn, G Weber, M Neumann, D Väth, S Meyer, NT Vu
Proceedings of the 25th Conference on Computational Natural Language …, 2021
ClaVis: An interactive visual comparison system for classifiers
F Heyen, T Munz, M Neumann, D Ortega, NT Vu, D Weiskopf, M Sedlmair
Proceedings of the International Conference on Advanced Visual Interfaces, 1-9, 2020
Toward Remote Patient Monitoring of Speech, Video, Cognitive and Respiratory Biomarkers Using Multimodal Dialog Technology.
V Ramanarayanan, O Roesler, M Neumann, D Pautler, D Habberstad, ...
INTERSPEECH, 492-493, 2020
ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents
CY Li, D Ortega, D Väth, F Lux, L Vanderlyn, M Schmidt, M Neumann, ...
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
Investigations on audiovisual emotion recognition in noisy conditions
M Neumann, NT Vu
2021 IEEE Spoken Language Technology Workshop (SLT), 358-364, 2021
Investigating the interplay between affective, phonatory and motoric subsystems in autism spectrum disorder using a multimodal dialogue agent
H Kothare, V Ramanarayanan, O Roesler, M Neumann, J Liscombe, ...
bioRxiv, 2021.04. 10.439293, 2021
Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson’s disease assessment
H Kothare, M Neumann, J Liscombe, O Roesler, W Burke, A Exner, ...
Proceedings of Interspeech, 3658-3662, 2022
Ethical awareness in paralinguistics: A Taxonomy of applications
A Batliner, M Neumann, F Burkhardt, A Baird, S Meyer, NT Vu, ...
International Journal of Human–Computer Interaction 39 (9), 1904-1921, 2023
Exploring Facial Metric Normalization For Within-and Between-Subject Comparisons in a Multimodal Health Monitoring Agent
O Roesler, H Kothare, W Burke, M Neumann, J Liscombe, A Cornish, ...
Companion Publication of the 2022 International Conference on Multimodal …, 2022
Towards Multimodal Dialog-Based Speech & Facial Biomarkers of Schizophrenia
V Richter, M Neumann, H Kothare, O Roesler, J Liscombe, ...
Companion Publication of the 2022 International Conference on Multimodal …, 2022
Voice activity detection considerations in a dialog agent for dysarthric speakers
J Liscombe, H Kothare, M Neumann, A Ocampo, O Roesler, ...
International Workshop on Spoken Dialog Systems, 2021
Speech, Facial and Fine Motor Features for Conversation-Based Remote Assessment and Monitoring of Parkinson's Disease
H Kothare, O Roesler, W Burke, M Neumann, J Liscombe, A Exner, ...
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
Lessons learned from a large-scale audio-visual remote data collection for amyotrophic lateral sclerosis research (p1-13.002)
V Ramanarayananan, M Neumann, A Anvar, D Suendermann-Oeft, ...
Neurology 98 (18 Supplement), 2022
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