Remote Monitoring of Neurodegeneration through Speech

• Research Group of the 2016 Third Frederick Jelinek Memorial Summer Workshop

Summary of Goals and Objectives

Plenary Lectures

• June 29 Guillermo Cecchi
  (IBM TJ Watson Research Center)
  A Computational Approach for Speech-Based Neuropsychiatric Diagnosis
• July 6
  Miloš Cerňak
  (Idiap Research Institute)
  Phonological Posteriors and Their Applications

Slides from Weekly Update Presentations (coming soon)

Findings and Accomplishments

• Sanjeev Khudanpur – Closing Day Remarks
• Elmar Noeth – Opening Remarks and Overview of Presentation
• Frank Rudzicz – Introduction to Alzheimers Disease (AD) and Available Database
• Juan Rafael Orzco-Arroyave – Introduction to Parkinsons Disease (PD) and Available Database
• Elmar Noeth – Unobtrusive Monitoring
• Frank Rudzicz – Monitoring Continued with Demo
• Hamidreza Chinaei – Geometric Topic Tracking
• Maria Yancheva – Topic Modeling – GloVe
• Alyssa Vann – Mental State Verbs
• Nikolai Vogler – N-Gram Perplexity
• Maria Yancheva – Dementia Bank Classification Results
• Phani Nidadavolu – ASR for Parkinsons Disease Analysis
• Alyssa Vann – Comparing Formant Frequencies of Healthy Controls and People with Parkinson
• Phani Nidadavolu – Healthy Controls vs Parkinsons ASR Results and Classification Results
• Juan Camilo Vasquez-Correa – UPDRS and MFDA Prediction
• Julius Hannink – At Home UPDRS Prediction
• Phani Nidadavolu – ASR for Dementia Bank
• Heidi Christensen – Multi View Learning
• Juan Camilo Vasquez-Correa – Multimodal Analysis and GCCA
• Elmar Noeth – Progress Made for PD
• Heidi Christensen – Progress Made for AD
• Elmar Noeth – Summary of Progress and Future Goals
• All – Group Question And Answer

Team Final Report (TBA)

Publications (TBA)