Signal processing and machine learning for mental health research and clinical applications [perspectives] D Bone, CC Lee, T Chaspari, J Gibson, S Narayanan IEEE Signal Processing Magazine 34 (5), 196-195, 2017 | 49 | 2017 |
Sparse representation of electrodermal activity with knowledge-driven dictionaries T Chaspari, A Tsiartas, LI Stein, SA Cermak, SS Narayanan IEEE Transactions on Biomedical Engineering 62 (3), 960-971, 2014 | 41 | 2014 |
Automated ergonomic risk monitoring using body-mounted sensors and machine learning ND Nath, T Chaspari, AH Behzadan Advanced Engineering Informatics 38, 514-526, 2018 | 34 | 2018 |
Multi-band long-term signal variability features for robust voice activity detection. A Tsiartas, T Chaspari, N Katsamanis, PK Ghosh, M Li, M Van Segbroeck, ... Interspeech, 718-722, 2013 | 33 | 2013 |
Using multimodal wearable technology to detect conflict among couples AC Timmons, T Chaspari, SC Han, L Perrone, SS Narayanan, G Margolin Computer 50 (3), 50-59, 2017 | 29 | 2017 |
New frontiers in ambulatory assessment: Big data methods for capturing couples’ emotions, vocalizations, and physiology in daily life AC Timmons, BR Baucom, SC Han, L Perrone, T Chaspari, ... Social Psychological and Personality Science 8 (5), 552-563, 2017 | 27 | 2017 |
Pathological speech processing: State-of-the-art, current challenges, and future directions R Gupta, T Chaspari, J Kim, N Kumar, D Bone, S Narayanan 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 27 | 2016 |
Acoustic-prosodic, turn-taking, and language cues in child-psychologist interactions for varying social demand. D Bone, CC Lee, T Chaspari, MP Black, ME Williams, S Lee, P Levitt, ... INTERSPEECH, 2400-2404, 2013 | 23 | 2013 |
Classifying language-related developmental disorders from speech cues: the promise and the potential confounds. D Bone, T Chaspari, K Audhkhasi, J Gibson, A Tsiartas, M Van Segbroeck, ... INTERSPEECH, 182-186, 2013 | 19 | 2013 |
Emotion classification of speech using modulation features T Chaspari, D Dimitriadis, P Maragos 2014 22nd European Signal Processing Conference (EUSIPCO), 1552-1556, 2014 | 18 | 2014 |
Using physiology and language cues for modeling verbal response latencies of children with ASD T Chaspari, D Bone, J Gibson, CC Lee, S Narayanan 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 16 | 2013 |
A non-homogeneous Poisson process model of skin conductance responses integrated with observed regulatory behaviors for Autism intervention T Chaspari, M Goodwin, O Wilder-Smith, A Gulsrud, CA Mucchetti, ... 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 15 | 2014 |
Analyzing the nature of ECA interactions in children with autism E Mower, CC Lee, J Gibson, T Chaspari, ME Williams, S Narayanan Twelfth Annual Conference of the International Speech Communication Association, 2011 | 14 | 2011 |
EDA-gram: Designing electrodermal activity fingerprints for visualization and feature extraction T Chaspari, A Tsiartas, LIS Duker, SA Cermak, SS Narayanan 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 13 | 2016 |
Capturing and quantifying emotional distress in the built environment M Yadav, T Chaspari, J Kim, CR Ahn Proceedings of the Workshop on Human-Habitat for Health (H3): Human-Habitat …, 2018 | 12 | 2018 |
Quantifying EDA synchrony through joint sparse representation: a case-study of couples' interactions T Chaspari, B Baucom, AC Timmons, A Tsiartas, LB Del Piero, ... 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 12 | 2015 |
An acoustic analysis of shared enjoyment in ECA interactions of children with autism T Chaspari, EM Provost, A Katsamanis, S Narayanan 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 12 | 2012 |
A review of generalizable transfer learning in automatic emotion recognition K Feng, T Chaspari Frontiers in Computer Science 2, 9, 2020 | 11 | 2020 |
Interplay between verbal response latency and physiology of children with autism during ECA interactions T Chaspari, CC Lee, S Narayanan Thirteenth Annual Conference of the International Speech Communication …, 2012 | 11 | 2012 |
Markov chain monte carlo inference of parametric dictionaries for sparse bayesian approximations T Chaspari, A Tsiartas, P Tsilifis, SS Narayanan IEEE Transactions on Signal Processing 64 (12), 3077-3092, 2016 | 10 | 2016 |