2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
SPE-57: Speech, Depression and Sleepiness |
| Session Type: Poster |
| Time: Friday, 11 June, 14:00 - 14:45 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| 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) |