Panayiotis G. Georgiou, Ph.D.
Affiliations: | 2002 | University of Southern California, Los Angeles, CA, United States |
Area:
Electronics and Electrical EngineeringGoogle:
"Panayiotis Georgiou"Parents
Sign in to add mentor| Chris Kyriakakis | grad student | 2002 | USC | |
| (Robust signal processing techniques for source localization and multisource spatial sound rendering for immersive environments.) | ||||
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Publications
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| Shivakumar PG, Georgiou P. (2020) Transfer Learning from Adult to Children for Speech Recognition: Evaluation, Analysis and Recommendations. Computer Speech & Language. 63 |
| Imel ZE, Pace BT, Soma CS, et al. (2019) Design feasibility of an automated, machine-learning based feedback system for motivational interviewing. Psychotherapy (Chicago, Ill.) |
| Tseng S, Baucom B, Georgiou P. (2019) Unsupervised online multitask learning of behavioral sentence embeddings Peerj Computer Science. 5: e200 |
| Gurunath Shivakumar P, Georgiou P. (2019) Confusion2Vec: towards enriching vector space word representations with representational ambiguities Peerj Computer Science. 5: e195 |
| Jati A, Georgiou P. (2019) Neural Predictive Coding Using Convolutional Neural Networks Toward Unsupervised Learning of Speaker Characteristics Ieee/Acm Transactions On Audio, Speech, and Language Processing. 27: 1577-1589 |
| Shivakumar PG, Li H, Knight K, et al. (2019) Learning from past mistakes: improving automatic speech recognition output via noisy-clean phrase context modeling Apsipa Transactions On Signal and Information Processing. 8 |
| Baucom BRW, Leo K, Adamo C, et al. (2017) Conceptual and statistical issues in couples observational research: Rationale and methods for design decisions. Journal of Family Psychology : Jfp : Journal of the Division of Family Psychology of the American Psychological Association (Division 43). 31: 972-982 |
| Nasir M, Baucom BR, Georgiou P, et al. (2017) Predicting couple therapy outcomes based on speech acoustic features. Plos One. 12: e0185123 |
| Gibson J, Katsamanis A, Romero F, et al. (2017) Multiple Instance Learning for Behavioral Coding Ieee Transactions On Affective Computing. 8: 81-94 |
| Xiao B, Huang C, Imel ZE, et al. (2016) A technology prototype system for rating therapist empathy from audio recordings in addiction counseling. Peerj. Computer Science. 2 |