publications

Michael Neumann, Oliver Roesler, Jackson Liscombe, Hardik Kothare, David Suendermann-Oeft, James D. Berry, Ernest Fraenkel, Raquel Norel, Aria Anvar, Indu Navar, Alexander V. Sherman, Jordan R. Green and Vikram Ramanarayanan (2021). Multimodal dialog based speech and facial biomarkers capture differential disease progression rates for ALS remote patient monitoring, in proceedings of: The 32nd International Symposium on Amyotrophic Lateral Sclerosis and Motor Neuron Disease, Virtual, December 2021.

Hardik Kothare, Michael Neumann, Oliver Roesler, Jackson Liscombe, David Pautler, David Suendermann-Oeft, Christian Yavorsky, Anzalee Khan, Jean-Pierre Lindenmayer and Vikram Ramanarayanan (2021). Multimodal conversational technology for remote assessment of symptom severity in people with schizophrenia, in proceedings of: Society for Neuroscience (SfN) Annual Meeting, Chicago, IL, November 2021.

Jackson Liscombe, Hardik Kothare, Doug Habberstad, Andrew Cornish, Oliver Roesler, Michael Neumann, David Pautler, David Suendermann-Oeft and Vikram Ramanarayanan (2021). Voice Activity Detection in Dialog Agents for Dysarthric Speakers, in proceedings of: International Workshop on Spoken Dialog Systems 2021, Singapore, November 2021.

A. Exner, V. Ramanarayanan, D. Pautler, H. Kothare, S. Snyder, and J. Huber: Development of a Telehealth Platform for the Assessment of Motor Speech Disorders. Accepted at the ASHA Convention, Washington DC, November 2021.

Anzalee Khan, Jean-Pierre Lindenmayer, Saqib Basir, Sebastian Prokop, Beverly Insel, Brianna Fitapelli, Krishnapriya Bodicherla, Mohan Parak, Benedicto Parker, Christian Yavorsky, Hardik Kothare, David Pautler, David Suendermann-Oeft and Vikram Ramanarayanan (2021). Multimodal AI of Facial and Acoustic Biomarkers of Negative Symptoms in Schizophrenia, in proceedings of: International Society for CNS Clinical Trials and Methodology (ISCTM 2021) Autumn Conference, Lisbon, Portugal, September 2021.

V. Ramanarayanan, A. Exner, D. Pautler, S. Snyder, W. Burke, H. Kothare, J. Liscombe, D. Suendermann-Oeft, A. Lambert, R. Kohlmeier, and J. Huber: Multimodal Conversational AI for Remote Patient Monitoring and Analysis of Parkinson's Disease. Accepted at MDS Congress 2021, 25th International Congress of Parkinson's Disease and Movement Disorders, Virtual, September 2021.

M. Neumann, O. Roesler, J. Liscombe, H. Kothare, D. Suendermann-Oeft, D. Pautler, I. Navar, A. Anvar, J. Kumm, R. Norel, E. Fraenkel, A. Sherman, J. Berry, G. Pattee, J. Wang, J. Green, V. Ramanarayanan: Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale. Accepted at Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czech Republic, August - September 2021.

H. Kothare, V. Ramanarayanan, O. Roesler, M. Neumann, J. Liscombe, W. Burke, A. Cornish, D. Habberstad, A. Sakallah, S. Markuson, S. Kansara, A. Faerman, Y. Bensidi-Slimane, L. Fry, S. Portera, D. Suendermann-Oeft, D. Pautler, C. Demopoulos: Investigating the Interplay Between Affective, Phonatory and Motoric Subsystems in Autism Spectrum Disorder Using a Multimodal Dialogue Agent. Accepted at Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czech Republic, August - September 2021.

J.-P. Lindenmayer and A. Khan, in collaboration with D. Suendermann-Oeft, D. Pautler, V. Ramanarayanan, S. Bashir, M. Parak, S. Ahmad, S. Prokop, T. Abad, S. Sevy, and C. Yavorsky: Multimodal AI of Facial and Acoustic Biomarkers of Negative Symptoms. 17th Annual Scientific Meeting of the International Society for CNS Clinical Trials and Methodology, April 2021.

A. Anvar, D. Suendermann-Oeft, D. Pautler, V. Ramanarayanan, J. Kumm, J. Berry, R. Norel, E. Fraenkel, and I. Navar: Towards A Large-Scale Audio-Visual Corpus for Research on Amyotrophic Lateral Sclerosis. In Proc. of AAN 2021, 73th Annual Meeting of the American Academy of Neurology, Virtual, April 2021.

H. Kothare, V. Ramanarayanan: Remote Monitoring of Respiratory Function Using a Cloud-Based Multimodal Dialogue System, 12th International Seminar on Speech Production (ISSP), Providence, Rhode Island, USA, December 2020.

V. Ramanarayanan, O. Roesler, M. Neumann, D. Pautler, D. Habberstad, A. Cornish, H. Kothare, V. Murali, J. Liscombe, D. Schnelle-Walka, P. Lange, and D. Suendermann-Oeft: Toward Remote Patient Monitoring of Speech, Video, Cognitive and Respiratory Biomarkers Using Multimodal Dialog Technology. In Proc. of Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Shanghai, China, October 2020.

M. Neumann, O. Roesler, D. Suendermann-Oeft, and V. Ramanarayanan: On the Utility of Audiovisual Dialog Technologies and Signal Analytics for Real-time Remote Monitoring of Depression Biomarkers. In Proc. of ACL 2020, 58th Annual Meeting of the Association for Computational Linguistics / Workshop on NLP for Medical Conversations, Seattle, USA, July 2020.

Q&A: Dirk Schnella-Walka, research scientist for multimodal system architecture at Modality.AI, The standardization of intelligent personal assistants Speech Technology Magazine, February 21, 2020.

V. Ramanarayanan, D. Suendermann-Oeft, D. Pautler, O. Roesler, J. Liscombe, M. Neumann, D. Habberstad, and A. Cornish: Leveraging Multimodal Dialog Technologies & AI/ML for Patient Health Diagnosis, Monitoring, and Intervention Poster at 2020 Motor Speech Conference, Santa Barbara, USA, February 2020.

D. Suendermann-Oeft, A. Robinson, A. Cornish, D. Habberstad, D. Pautler, D. Schnelle-Walka, F. Haller, J. Liscombe, M. Neumann, M. Merrill, O. Roesler, and R. Geffarth: NEMSI: A Multimodal Dialog System for Screening of Neurological or Mental Conditions In Proc. of IVA 2019, ACM International Conference on Intelligent Virtual Agents, Paris, France, July 2019.

O. Roesler and D. Suendermann-Oeft: Towards Visual Behavior Detection in Human-Machine Conversations In Proc. of ABC 2019, International Conference on Activity and Behavior Computing, Spokane, USA, May to June 2019.