publications

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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 the 2021 National Autism Conference, August 2-5, 2021.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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D. Schnelle-Walka, Modality.AI, Organizer of the 7th Workshop on Interacting with Smart Objects, June 2019

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D. Schnelle-Walka, Modality.AI, Guest Editor of the Springer Journal on Multimodal User Interfaces, June 2019

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