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FR3.I: Paralinguistics Modeling

Session Type: Lecture
Time: Friday, 8 May, 15:15 - 17:15
Location: On-Demand
Session Chair: Shrikanth Narayanan, University of Southern California
 
   FR3.I.1: ESTIMATING THE DEGREE OF SLEEPINESS BY INTEGRATING ARTICULATORY FEATURE KNOWLEDGE IN RAW WAVEFORM BASED CNNS
         Julian Fritsch; Idiap Research Institute
         S. Pavankumar Dubagunta; Idiap Research Institute
         Mathew Magimai.-Doss; Idiap Research Institute
 
   FR3.I.2: AUTOMATIC PREDICTION OF SUICIDAL RISK IN MILITARY COUPLES USING MULTIMODAL INTERACTION CUES FROM COUPLES CONVERSATIONS
         Sandeep Nallan Chakravarthula; University of Southern California
         Md Nasir; University of Southern California
         Shao-Yen Tseng; University of Southern California
         Haoqi Li; University of Southern California
         Tae Jin Park; University of Southern California
         Brian Baucom; University of Utah
         Craig J. Bryan; University of Utah
         Shrikanth Narayanan; University of Southern California
         Panayiotis Georgiou; University of Southern California
 
   FR3.I.3: COMPARISON OF USER MODELS BASED ON GMM-UBM AND I-VECTORS FOR SPEECH, HANDWRITING, AND GAIT ASSESSMENT OF PARKINSON'S DISEASE PATIENTS
         Juan Camilo Vasquez-Correa; Friedrich-Alexander Universität Erlangen-Nürnberg
         Tobias Bocklet; Technische Hochschule
         Juan Rafael Orozco-Arroyave; University of Antioquia
         Elmar Nöth; Friedrich-Alexander Universität Erlangen-Nürnberg
 
   FR3.I.4: EXPLOITING VOCAL TRACT COORDINATION USING DILATED CNNS FOR DEPRESSION DETECTION IN NATURALISTIC ENVIRONMENTS
         Zhaocheng Huang; University of New South Wales
         Julien Epps; University of New South Wales
         Dale Joachim; Sonde Health
 
   FR3.I.5: DEEP LEARNING BASED PREDICTION OF HYPERNASALITY FOR CLINICAL APPLICATIONS
         Vikram C Mathad; Arizona State University
         Kathy Chapman; University of Utah
         Julie Liss; Arizona State University
         Nancy Scherer; Arizona State University
         Visar Berisha; Arizona State University
 
   FR3.I.6: LANGUAGE INDEPENDENT GENDER IDENTIFICATION FROM RAW WAVEFORM USING MULTI-SCALE CONVOLUTIONAL NEURAL NETWORKS
         Krishna D N; Youplus India
         Amrutha D; Youplus India
         Sai Sumith Reddy; Youplus India
         Anudeepa Acharya; Youplus India
         Prabhu Aashish Garapati; Youplus India
         Triveni B J; Youplus India