| 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 | 118 | 2017 |
| Design feasibility of an automated, machine-learning based feedback system for motivational interviewing. ZE Imel, BT Pace, CS Soma, M Tanana, T Hirsch, J Gibson, P Georgiou, ... Psychotherapy 56 (2), 318, 2019 | 79 | 2019 |
| A deep learning approach to modeling empathy in addiction counseling J Gibson, D Can, B Xiao, ZE Imel, DC Atkins, P Georgiou, S Narayanan Commitment 111 (2016), 21, 2016 | 73 | 2016 |
| Automated evaluation of psychotherapy skills using speech and language technologies N Flemotomos, VR Martinez, Z Chen, K Singla, V Ardulov, R Peri, ... Behavior Research Methods 54 (2), 690-711, 2022 | 72 | 2022 |
| Predicting therapist empathy in motivational interviews using language features inspired by psycholinguistic norms. J Gibson, N Malandrakis, F Romero, DC Atkins, SS Narayanan Interspeech, 1947-1951, 2015 | 65 | 2015 |
| Behavioral coding of therapist language in addiction counseling using recurrent neural networks. B Xiao, D Can, J Gibson, ZE Imel, DC Atkins, PG Georgiou, ... Interspeech, 908-912, 2016 | 50 | 2016 |
| Multi-label multi-task deep learning for behavioral coding J Gibson, DC Atkins, TA Creed, Z Imel, P Georgiou, S Narayanan IEEE Transactions on Affective Computing 13 (1), 508-518, 2019 | 42 | 2019 |
| Language Features for Automated Evaluation of Cognitive Behavior Psychotherapy Sessions. N Flemotomos, VR Martinez, J Gibson, DC Atkins, TA Creed, ... Interspeech, 1908-1912, 2018 | 33 | 2018 |
| Attention Networks for Modeling Behaviors in Addiction Counseling. J Gibson, D Can, PG Georgiou, DC Atkins, SS Narayanan Interspeech, 3251-3255, 2017 | 29 | 2017 |
| A supervised signal-to-noise ratio estimation of speech signals P Papadopoulos, A Tsiartas, J Gibson, S Narayanan 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 29 | 2014 |
| 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 | 29 | 2013 |
| Using prosodic and lexical information for learning utterance-level behaviors in psychotherapy K Singla, Z Chen, N Flemotomos, J Gibson, D Can, DC Atkins, ... Interspeech 2018, 3413, 2018 | 28 | 2018 |
| Multiple instance learning for classification of human behavior observations A Katsamanis, J Gibson, MP Black, SS Narayanan Affective Computing and Intelligent Interaction: 4th International …, 2011 | 23 | 2011 |
| Analyzing the Nature of ECA Interactions in Children with Autism. E Mower, CC Lee, J Gibson, T Chaspari, ME Williams, SS Narayanan INTERSPEECH, 2989-2993, 2011 | 19 | 2011 |
| Combined Speaker Clustering and Role Recognition in Conversational Speech. N Flemotomos, P Papadopoulos, J Gibson, SS Narayanan Interspeech, 1378-1382, 2018 | 18 | 2018 |
| 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 |
| Automatic identification of salient acoustic instances in couples' behavioral interactions using diverse density support vector machines J Gibson, A Katsamanis, MP Black, S Narayanan Twelfth Annual Conference of the International Speech Communication Association, 2011 | 14 | 2011 |
| Comparing time-frequency representations for directional derivative features. J Gibson, M Van Segbroeck, SS Narayanan INTERSPEECH, 612-615, 2014 | 12 | 2014 |
| Improving the prediction of therapist behaviors in addiction counseling by exploiting class confusions Z Chen, K Singla, J Gibson, D Can, ZE Imel, DC Atkins, P Georgiou, ... ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 11 | 2019 |
| A dynamic model for behavioral analysis of couple interactions using acoustic features. W Xia, J Gibson, B Xiao, BR Baucom, PG Georgiou INTERSPEECH, 1957-1961, 2015 | 11 | 2015 |
Shrikanth (Shri) NarayananUniversity Professor and Niki & Max Nikias Chair in Engineering, University of Southern CaliforniaVerified email at sipi.usc.edu