2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

Technical Program

SPE-57: Speech, Depression and Sleepiness

Session Type: Poster
Time: Friday, 11 June, 14:00 - 14:45
Location: Gather.Town
Session Chair: Mathew Magimai Doss, Idiap Research Institute
 
SPE-57.1: SPEECH-BASED DEPRESSION PREDICTION USING ENCODER-WEIGHT-ONLY TRANSFER LEARNING AND A LARGE CORPUS
         Amir Harati; Ellipsis Health inc
         Elizabeth Shriberg; Ellipsis Health inc
         Tomasz Rutowski; Ellipsis Health inc
         Piotr Chlebek; Ellipsis Health inc
         Yang Lu; Ellipsis Health inc
         Ricardo Oliveira; Ellipsis Health inc
 
SPE-57.2: ESTIMATING SEVERITY OF DEPRESSION FROM ACOUSTIC FEATURES AND EMBEDDINGS OF NATURAL SPEECH
         Sri Harsha Dumpala; Dalhousie University and Vector Institute
         Sheri Rempel; Nova Scotia Health, Halifax
         Katerina Dikaios; Dalhousie Unviersity and Nova Scotia Health
         Mehri Sajjadian; Dalhousie Unviersity
         Rudolf Uher; Dalhousie Unviersity and Nova Scotia Health
         Sageev Oore; Dalhousie University and Vector Institute
 
SPE-57.3: AUTOMATIC ELICITATION COMPLIANCE FOR SHORT-DURATION SPEECH BASED DEPRESSION DETECTION
         Brian Stasak; University of New South Wales
         Zhaocheng Huang; University of New South Wales
         Dale Joachim; Sonde Health
         Julien Epps; University of New South Wales
 
SPE-57.4: DEEP NEURAL NETWORK EMBEDDINGS FOR THE ESTIMATION OF THE DEGREE OF SLEEPINESS
         José Vicente Egas-López; University of Szeged
         Gábor Gosztolya; University of Szeged
 
SPE-57.5: PAUSE-ENCODED LANGUAGE MODELS FOR RECOGNITION OF ALZHEIMER'S DISEASE AND EMOTION
         Jiahong Yuan; Baidu Research, USA
         Xingyu Cai; Baidu Research, USA
         Kenneth Church; Baidu Research, USA
 
SPE-57.6: END-2-END MODELING OF SPEECH AND GAIT FROM PATIENTS WITH PARKINSON'S DISEASE: COMPARISON BETWEEN HIGH QUALITY VS. SMARTPHONE DATA
         Juan Camilo Vásquez-Correa; Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
         Tomás Arias-Vergara; Ludwig-Maximilians University
         Philipp Klumpp; Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
         Paula Andrea Perez-Toro; Universidad de Antioquia
         Juan Rafael Orozco-Arroyave; Universidad de Antioquia
         Elmar Nöth; Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)