SPE-L17: Paralinguistics Modeling |
| Session Type: Lecture |
| Time: Friday, 8 May, 15:15 - 17:15 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Shrikanth Narayanan, University of Southern California |
| SPE-L17.1: 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 |
| SPE-L17.2: 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 |
| SPE-L17.3: 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 |
| SPE-L17.4: 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 |
| SPE-L17.5: 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 |
| SPE-L17.6: 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 |