Michael Neumann

29 papers A 10B 3Misc 2Journal 7Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Toward Quantifying How The Burden of Problems Reported By Patients Evolves in Parkinson's Disease: An Exploratory Analysis. TSD (2) Abhishek Hosamath, Lakshmi Arbatti, Karl Kieburtz, Andrew McGarry, Ottavio Vitolo, Ira Shoulson, David Suendermann-Oeft, Michael Neumann, Vikram Ramanarayanan
2024	J	`jnl`	Multimodal speech biomarkers for remote monitoring of ALS disease progression. Comput. Biol. Medicine Michael Neumann, Hardik Kothare, Vikram Ramanarayanan
2024	A	`conf`	Towards Scalable Remote Assessment of Mild Cognitive Impairment Via Multimodal Dialog. INTERSPEECH Oliver Roesler, Jackson Liscombe, Michael Neumann, Hardik Kothare, Abhishek Hosamath, Lakshmi Arbatti, Doug Habberstad, Christiane Suendermann-Oeft, Meredith Bartlett, Cathy Zhang, Nikhil Sukhdev, Kolja Wilms, Anusha Badathala, Sandrine Istas, Steve Ruhmel, Bryan Hansen, Madeline Hannan, David Henley, Arthur W. Wallace, Ira Shoulson, David Suendermann-Oeft, Vikram Ramanarayanan
2023	J	`jnl`	Ethical Awareness in Paralinguistics: A Taxonomy of Applications. Int. J. Hum. Comput. Interact. Anton Batliner, Michael Neumann, Felix Burkhardt, Alice Baird, Sarina Meyer, Ngoc Thang Vu, Björn W. Schuller
2023	A	`conf`	Remote Assessment for ALS using Multimodal Dialog Agents: Data Quality, Feasibility and Task Compliance. INTERSPEECH Vanessa Richter, Michael Neumann, Jordan R. Green, Brian Richburg, Oliver Roesler, Hardik Kothare, Vikram Ramanarayanan
2023	A	`conf`	Responsiveness, Sensitivity and Clinical Utility of Timing-Related Speech Biomarkers for Remote Monitoring of ALS Disease Progression. INTERSPEECH Hardik Kothare, Michael Neumann, Jackson Liscombe, Jordan R. Green, Vikram Ramanarayanan
2023	A	`conf`	When Words Speak Just as Loudly as Actions: Virtual Agent Based Remote Health Assessment Integrating What Patients Say with What They Do. INTERSPEECH Vikram Ramanarayanan, David Pautler, Lakshmi Arbatti, Abhishek Hosamath, Michael Neumann, Hardik Kothare, Oliver Roesler, Jackson Liscombe, Andrew Cornish, Doug Habberstad, Vanessa Richter, David Fox, David Suendermann-Oeft, Ira Shoulson
2022	—	`conf`	Exploring Facial Metric Normalization For Within- and Between-Subject Comparisons in a Multimodal Health Monitoring Agent. ICMI Companion Oliver Roesler, Hardik Kothare, William Burke, Michael Neumann, Jackson Liscombe, Andrew Cornish, Doug Habberstad, David Pautler, David Suendermann-Oeft, Vikram Ramanarayanan
2022	—	`conf`	Speech, Facial and Fine Motor Features for Conversation-Based Remote Assessment and Monitoring of Parkinson's Disease. EMBC Hardik Kothare, Oliver Roesler, William Burke, Michael Neumann, Jackson Liscombe, Andrew Exner, Sandy Snyder, Andrew Cornish, Doug Habberstad, David Pautler, David Suendermann-Oeft, Jessica Huber, Vikram Ramanarayanan
2022	A	`conf`	Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson's disease assessment. INTERSPEECH Hardik Kothare, Michael Neumann, Jackson Liscombe, Oliver Roesler, William Burke, Andrew Exner, Sandy Snyder, Andrew Cornish, Doug Habberstad, David Pautler, David Suendermann-Oeft, Jessica Huber, Vikram Ramanarayanan
2022	—	`conf`	Towards Multimodal Dialog-Based Speech & Facial Biomarkers of Schizophrenia. ICMI Companion Vanessa Richter, Michael Neumann, Hardik Kothare, Oliver Roesler, Jackson Liscombe, David Suendermann-Oeft, Sebastian Prokop, Anzalee Khan, Christian Yavorsky, Jean-Pierre Lindenmayer, Vikram Ramanarayanan
2021	B	`conf`	"It seemed like an annoying woman": On the Perception and Ethical Considerations of Affective Language in Text-Based Conversational Agents. CoNLL Lindsey Vanderlyn, Gianna Weber, Michael Neumann, Dirk Väth, Sarina Meyer, Ngoc Thang Vu
2021	A	`conf`	Investigating the Interplay Between Affective, Phonatory and Motoric Subsystems in Autism Spectrum Disorder Using a Multimodal Dialogue Agent. Interspeech Hardik Kothare, Vikram Ramanarayanan, Oliver Roesler, Michael Neumann, Jackson Liscombe, William Burke, Andrew Cornish, Doug Habberstad, Alaa Sakallah, Sara Markuson, Seemran Kansara, Afik Faerman, Yasmine Bensidi-Slimane, Laura Fry, Saige Portera, David Suendermann-Oeft, David Pautler, Carly Demopoulos
2021	A	`conf`	Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale. Interspeech Michael Neumann, Oliver Roesler, Jackson Liscombe, Hardik Kothare, David Suendermann-Oeft, David Pautler, Indu Navar, Aria Anvar, Jochen Kumm, Raquel Norel, Ernest Fraenkel, Alexander V. Sherman, James D. Berry, Gary L. Pattee, Jun Wang, Jordan R. Green, Vikram Ramanarayanan
2021	J	`jnl`	Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale. CoRR Michael Neumann, Oliver Roesler, Jackson Liscombe, Hardik Kothare, David Suendermann-Oeft, David Pautler, Indu Navar, Aria Anvar, Jochen Kumm, Raquel Norel, Ernest Fraenkel, Alexander V. Sherman, James D. Berry, Gary L. Pattee, Jun Wang, Jordan R. Green, Vikram Ramanarayanan
2021	J	`jnl`	Investigations on Audiovisual Emotion Recognition in Noisy Conditions. CoRR Michael Neumann, Ngoc Thang Vu
2021	—	`conf`	Investigations on audiovisual emotion recognition in noisy conditions. SLT Michael Neumann, Ngoc Thang Vu
2020	—	`conf`	ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents. ACL (demo) Chia-Yu Li, Daniel Ortega, Dirk Väth, Florian Lux, Lindsey Vanderlyn, Maximilian Schmidt, Michael Neumann, Moritz Völkel, Pavel Denisov, Sabrina Jenne, Zorica Kacarevic, Ngoc Thang Vu
2020	J	`jnl`	ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents. CoRR Chia-Yu Li, Daniel Ortega, Dirk Väth, Florian Lux, Lindsey Vanderlyn, Maximilian Schmidt, Michael Neumann, Moritz Völkel, Pavel Denisov, Sabrina Jenne, Zorica Kacarevic, Ngoc Thang Vu
2020	B	`conf`	ClaVis: An Interactive Visual Comparison System for Classifiers. AVI Frank Heyen, Tanja Munz, Michael Neumann, Daniel Ortega, Ngoc Thang Vu, Daniel Weiskopf, Michael Sedlmair
2020	A	`conf`	Toward Remote Patient Monitoring of Speech, Video, Cognitive and Respiratory Biomarkers Using Multimodal Dialog Technology. INTERSPEECH Vikram Ramanarayanan, Oliver Roesler, Michael Neumann, David Pautler, Doug Habberstad, Andrew Cornish, Hardik Kothare, Vignesh Murali, Jackson Liscombe, Dirk Schnelle-Walka, Patrick L. Lange, David Suendermann-Oeft
2019	A	`conf`	CycleGAN-Based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition. INTERSPEECH Fang Bao, Michael Neumann, Ngoc Thang Vu
2019	Misc	`conf`	Improving Speech Emotion Recognition with Unsupervised Representation Learning on Unlabeled Speech. ICASSP Michael Neumann, Ngoc Thang Vu
2019	B	`conf`	NEMSI: A Multimodal Dialog System for Screening of Neurological or Mental Conditions. IVA David Suendermann-Oeft, Amanda Robinson, Andrew Cornish, Doug Habberstad, David Pautler, Dirk Schnelle-Walka, Franziska Haller, Jackson Liscombe, Michael Neumann, Mike Merrill, Oliver Roesler, Renko Geffarth
2018	Misc	`conf`	CRoss-lingual and Multilingual Speech Emotion Recognition on English and French. ICASSP Michael Neumann, Ngoc Thang Vu
2018	J	`jnl`	Cross-lingual and Multilingual Speech Emotion Recognition on English and French. CoRR Michael Neumann, Ngoc Thang Vu
2017	A	`conf`	Attentive Convolutional Neural Network Based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech. INTERSPEECH Michael Neumann, Ngoc Thang Vu
2017	J	`jnl`	Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech. CoRR Michael Neumann, Ngoc Thang Vu
2013	—	`conf`	An artificial intelligence for the board game 'Quarto!' in Java. PPPJ Jochen Mohrmann, Michael Neumann, David Suendermann