Publications

PARKINSON'S DISEASE | INTERSPEECH 2022

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, S. Snyder, A. Cornish, D. Habberstad, D. Pautler, D. Suendermann-Oeft, J. Huber and V. Ramanarayanan

MULTIPLE SCLEROSIS | Speech Motor Control Conference (SMC) 2022

Assessment of Atypical Speech in Multiple Sclerosis Via A Multimodal Dialogue Platform: An Exploratory Study

H. Kothare, M. Neumann, J. Liscombe, O. Roesler, D. Habberstad, W. Burke, A. Cornish, L. Arbatti, A. Hosamath, D. Fox, D. Pautler, D. Suendermann-Oeft, I. Shoulson and V. Ramanarayanan

ALS | Speech Motor Control Conference (SMC) 2022

On Timing and Pronunciation Metrics for Intelligibility Assessment in Pathological ALS Speech

J. Liscombe, M. Neumann, H. Kothare, O. Roesler, D. Suendermann-Oeft and V. Ramanarayanan

AUTISM | Speech Motor Control Conference (SMC) 2022

Atypical Speech Acoustics and Jaw Kinematics During Affect Production In Children With Autism Spectrum Disorder Assessed by an Interactive Multimodal Conversational Platform

H. Kothare, V. Ramanarayanan, O. Roesler, M. Neumann, J. Liscombe, W. Burke, A. Cornish, D. Habberstad, B. Kopald, A. Bai, Y. Markiv, L. Cole, S. Markuson, Y. Bensidi-Slimane, A. Sakallah, K. Brogan, L. Lampinen, S. Skiba, D. Suendermann-Oeft, D. Pautler and C. Demopoulos

PARKINSON'S DISEASE | IEEE Conference on Engineering in Medicine & Biology (EMBC) 2022

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, S. Snyder, A. Cornish, D. Habberstad, D. Pautler, D. Suendermann-Oeft, J. Huber, and V. Ramanarayanan

SCHIZOPHRENIA | Annual Meeting of the Schizophrenia International Research Society (SIRS) 2022

Reliability, Validity and Internal Consistency of Multimodal AI Based Facial and Acoustic Biomarkers of Negative Symptoms in Schizophrenia

A. Khan, S. Prokop, S. Bashir, JP. Lindenmayer, B. Insel, D. Pautler, D. Suendermann-Oeft, V. Ramanarayanan, and C. Yavorsky

MCI | Annual Meeting of the Cognitive Neuroscience Society (CNS) 2022

On The Feasibility of Remotely Administered and Self Driven Cognitive Assessments Using a Multimodal Dialog Agent

W. Burke, D. Pautler, H. Kothare, D. Habberstad, O. Roesler, M. Neumann, J. Liscombe, A. Cornish, D. Suendermann-Oeft and V. Ramanarayanan

ALS | Annual Meeting of the American Academy of Neurology (AAN) 2022

Lessons Learned From A Large-Scale Audio-Visual Remote Data Collection For Amyotrophic Lateral Sclerosis Research

V. Ramanarayanan, M. Neumann, A. Anvar, D. Suendermann-Oeft, O. Roesler, J. Liscombe, H. Kothare, J. D. Berry, E. Fraenkel, R. Norel, A. V. Sherman, J. Kumm, and I. Navar

PARKINSON'S DISEASE | Motor Speech Conference 2022

Multimodal Dialog Based Remote Patient Monitoring of Motor Function in Parkinson’s Disease and Other Movement Disorders

O. Roesler, W. Burke, H. Kothare, J. Liscombe, M. Neumann, A. Cornish, D. Habberstad, D. Pautler, D. Suendermann-Oeft and V. Ramanarayanan

ALS | Motor Speech Conference 2022

On the Robust Automatic Computation of Speaking and Articulation Duration in ALS Patients Versus Healthy Controls

J. Liscombe, A. Ocampo, H. Kothare, O. Roesler, M. Neumann, D. Habberstad, A. Cornish, D. Pautler, D. Suendermann-Oeft and V. Ramanarayanan

PARKINSON'S DISEASE | Motor Speech Conference 2022

Collecting Remote Voice and Movement Data From People with Parkinson's Disease (PD) Using Multimodal Conversational AI: Lessons Learned From A National Study

A. Exner, V. Ramanarayanan, D. Pautler, S. Snyder, H. Kothare, J. Liscombe, S. Sridhar, O. Roesler, W. Burke, M. Neumann, D. Suendermann-Oeft and J. Huber

R&D | Perspectives of the ASHA Special Interest Groups 2022

Speech as a Biomarker: Opportunities, Interpretability, and Challenges

V. Ramanarayanan, A. Lammert, H. Rowe, T. F. Quatieri and J. R. Green

ALS | The 32nd International Symposium on Amyotrophic Lateral Sclerosis and Motor Neuron Disease 2021

Multimodal Dialog Based Speech and Facial Biomarkers Capture Differential Disease Progression Rates For ALS Remote Patient Monitoring

M. Neumann, O. Roesler, J. Liscombe, H. Kothare, D. Suendermann-Oeft, J. D. Berry, E. Fraenkel, R. Norel, A. Anvar, I. Navar, A. V. Sherman, J. R. Green and V. Ramanarayanan

SCHIZOPHRENIA | Society for Neuroscience (SfN) Annual Meeting 2021

Multimodal Conversational Technology For Remote Assessment of Symptom Severity in People with Schizophrenia

H. Kothare, M. Neumann, O. Roesler, J. Liscombe, D. Pautler, D. Suendermann-Oeft, C. Yavorsky, A. Khan, JP Lindenmayer and V. Ramanarayanan

SYSTEM | International Workshop on Spoken Dialog Systems (IWSDS) 2021

Voice Activity Detection in Dialog Agents for Dysarthric Speakers

J. Liscombe, H. Kothare, M. Neumann, A. Ocampo, O. Roesler, D. Habberstad, A. Cornish, D. Pautler, D. Suendermann-Oeft and V. Ramanarayanan

PARKINSON'S DISEASE | ASHA Convention 2021

Development of a Telehealth Platform for the Assessment of Motor Speech Disorders

A. Exner, V. Ramanarayanan, D. Pautler, H. Kothare, S. Snyder, and J. Huber

SCHIZOPHRENIA | International Society for CNS Clinical Trials and Methodology (ISCTM) Conference 2021

Multimodal AI of Facial and Acoustic Biomarkers of Negative Symptoms in Schizophrenia

A. Khan, JP Lindenmayer, S. Bashir, S. Prokop, B. Insel, B. Fitapelli, K. Bodicherla, M. Parak, B. Parker, C. Yavorsky, H. Kothare, D. Pautler, D. Suendermann-Oeft and V. Ramanarayanan

PARKINSON'S DISEASE | 25th International Congress of Parkinson's Disease and Movement Disorders (MDS) 2021

Multimodal Conversational AI for Remote Patient Monitoring and Analysis of Parkinson's Disease

V. Ramanarayanan, A. Exner, D. Pautler, S. Snyder, W. Burke, H. Kothare, J. Liscombe, D. Suendermann-Oeft, A. Lambert, R. Kohlmeier, and J. Huber

ALS | 22nd Annual Conference of the International Speech Communication Association (Interspeech) 2021

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, D. Pautler, I. Navar, A. Anvar, J. Kumm, R. Norel, E. Fraenkel, A. Sherman, J. Berry, G. Pattee, J. Wang, J. Green, V. Ramanarayanan

AUTISM SPECTRUM DISORDER | 22nd Annual Conference of the International Speech Communication Association (Interspeech) and National Autism Conference 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, 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

SYSTEM | Draft Report of the Voice Interaction Community Group of the World Wide Web Consortium 2021

Intelligent Personal Assistant Architecture, Version 1.2

D. Schnelle-Walka and D. Dahl

SCHIZOPHRENIA | 17th Annual Scientific Meeting of the International Society for CNS Clinical Trials and Methodology (ISCTM) 2021

Multimodal AI of Facial and Acoustic Biomarkers of Negative Symptoms

JP. 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

ALS | 73th Annual Meeting of the American Academy of Neurology (AAN) 2021

Towards A Large-Scale Audio-Visual Corpus for Research on Amyotrophic Lateral Sclerosis

A. Anvar, D. Suendermann-Oeft, D. Pautler, V. Ramanarayanan, J. Kumm, J. Berry, R. Norel, E. Fraenkel, and I. Navar

R&D | 12th International Seminar on Speech Production (ISSP) 2020

Remote Monitoring of Respiratory Function Using a Cloud-Based Multimodal Dialogue System

H. Kothare and V. Ramanarayanan

R&D | 21st Annual Conference of the International Speech Communication Association (Interspeech) 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, A. Cornish, H. Kothare, V. Murali, J. Liscombe, D. Schnelle-Walka, P. Lange, and D. Suendermann-Oeft

DEPRESSION | 58th Annual Meeting of the Association for Computational Linguistics (ACL) Workshop on NLP for Medical Conversations 2020

On the Utility of Audiovisual Dialog Technologies and Signal Analytics for Real-time Remote Monitoring of Depression Biomarkers

M. Neumann, O. Roesler, D. Suendermann-Oeft, and V. Ramanarayanan

SYSTEM | NSF Future Directions Workshop Report, National Science Foundation 2020

Toward User-Oriented Agents: Research Directions and Challenges

M. Eskenazi and T. Zhao, with contributions from P. Balakrishnan, J. Bigham, C. Busso, J. Callan, V. Chen, B. DiEugenio, M. Gasic, J. Gustafsson, J. Hirschberg, R. Hwa, A. Kerne, T. Korelsky, D. Litman, S. Mehri, R. Moore, L.P. Morency, M. Ostendorf, A. Raux, V. Reiser, W. Shen, A. Stent, D. Suendermann-Oeft, D. Traum, S. Ultes, C. Voss, and M. Walker

SYSTEM | Speech Technology Magazine 2020

The standardization of intelligent personal assistants

D. Schnella-Walka

R&D | Motor Speech Conference 2020

Leveraging Multimodal Dialog Technologies & AI/ML for Patient Health Diagnosis, Monitoring, and Intervention

V. Ramanarayanan, D. Suendermann-Oeft, D. Pautler, O. Roesler, J. Liscombe, M. Neumann, D. Habberstad, and A. Cornish

SYSTEM | ACM International Conference on Intelligent Virtual Agents (IVA) 2019

NEMSI: A Multimodal Dialog System for Screening of Neurological or Mental Conditions

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

SYSTEM | International Conference on Activity and Behavior Computing (ABC) 2019

Towards Visual Behavior Detection in Human-Machine Conversations

O. Roesler and D. Suendermann-Oeft