- Md Nasir, Brian Baucom, Shrikanth Narayanan, and Panayiotis Georgiou. Towards an unsupervised entrain- ment distance in conversational speech using deep neural networks. In Interspeech / arXiv:1804.08782, 2018.
- Shao-Yen Tseng, Haoqi Li, B. R. Baucom, and Panayiotis Georgiou. “Honey, I Learned to Talk”: Multimodal fusion for behavior analysis. In International Conference on Multimodal Interaction, 2018.
- Arindam Jati, Paula Williams, Brian Baucom, and Panayiotis Georgiou. Towards predicting physiology from speech during stressful conversations: Heart rate and respiratory sinus arrhythmia. In Proceedings of IEEE International Conference on Audio, Speech and Signal Processing (ICASSP), Calgary, Alberta, Canada, 2018.
- Shao-Yen Tseng and Panayiotis Georgiou. Multi-task unsupervised contextual learning for behavioral an- notation. IEEE Transactions on Audio, Speech and Language Processing, under review, 2018. URL arXiv:1807.06792.
- Md Nasir, Panayiotis Georgiou, Brian Baucom, and Shrikanth Narayanan. Predicting couple therapy out- comes based on acoustic features. PLOS ONE, 12(9):1–23, 09 2017a. doi: 10.1371/journal.pone.0185123.
- Arindam Jati and Panayiotis Georgiou. Speaker2vec: Unsupervised learning and adaptation of a speaker manifold using deep neural networks with an evaluation on speaker segmentation. In Proceedings of Interspeech, Stockholm, Sweden, August 2017.
- Karel Mundnich, Md Nasir, Panayiotis Georgiou, and Shrikanth Narayanan. Exploiting intra-annotator rating consistency through copeland’s method for estimation of ground truth labels in couples’ therapy. In Proceedings of Interspeech, Stockholm, Sweden, August 2017.
- Md Nasir, B. R. Baucom, Craig J Bryan, Shrikanth Narayanan, and Panayiotis Georgiou. Complexity in speech and its relation to emotional bond in therapist-patient interactions during suicide risk assessment interviews. In Interspeech, Stockholm, Sweden, August 2017b.
- Shao-Yen Tseng, Brian Baucom, and Panayiotis Georgiou. Approaching human performance in behavior estimation in couples therapy using deep sentence embeddings. In Proceedings of Interspeech, Stockholm, Sweden, August 2017.
- Haoqi Li, Brian Baucom, and Panayiotis Georgiou. Unsupervised latent behavior manifold learning from acoustic features: audio2behavior. In International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, Louisiana, March 2017.
- B.R.W Baucom, , J.N. Hogan, A.O. Crenshaw, S.E. Bourne, S. Crowell, P. Georgiou, and M. Goodwin. Cardiovascular reactivity to marital conflict in laboratory and naturalistic settings. Journal of Family Psychology, (invited revision), 2017.
- M. Reblin, R. E. Heyman, L. Ellington, B. R. W. Baucom, P. G. Georgiou, and S. T. Vadaparampil. Everyday couples’ communication research: Overcoming methodological barriers with technology. Patient Education & Counseling, 2017 (under review).
- James Gibson, Dogan Can, Bo Xiao, Zac Imel, David Atkins, Panayiotis Georgiou, and Shrikanth Narayanan. A deep learning approach to modeling empathy in addiction counseling. In Proceedings of Interspeech, San Francisco, CA, September 2016.
- Rahul Gupta, Nishant Nath, Taruna Agrawal, Panayiotis Georgiou, David Atkins, and Shrikanth Narayanan. Laughter valence prediction in motivational interviewing based on lexical and acoustic cues. In Proceedings of Interspeech, San Francisco, CA, September 2016.
- Haoqi Li, Brian Baucom, and Panayiotis Georgiou. Sparsely connected and disjointly trained deep neural networks for low resource behavioral annotation: Acoustic classification in couples’ therapy. In Proceedings of Interspeech, San Francisco, CA, September 2016.
- Md Nasir, Brian Baucom, Shrikanth Narayanan, and Panayiotis Georgiou. Complexity in prosody: A nonlinear dynamical systems approach for dyadic conversations; behavior and outcomes in couples therapy. In Proceedings of Interspeech, San Francisco, CA, September 2016.
- Shao-Yen Tseng, Sandeep Nallan Chakravarthula, Brian Baucom, and Panayiotis Georgiou. Couples behavior modeling and annotation using low-resource LSTM language models. In Proceedings of Interspeech, San Francisco, CA, September 2016.
- Bo Xiao, Dogan Can, James Gibson, Zac Imel, David Atkins, Panayiotis Georgiou, and Shrikanth Narayanan. Behavioral coding of therapist language in addiction counseling using recurrent neural networks. In Pro- ceedings of Interspeech, San Francisco, CA, September 2016a.
- Bo Xiao, Chewei Huang, Zac E. Imel, David C. Atkins, Panayiotis Georgiou, and Shrikanth S. Narayanan. A technology prototype system for rating therapist empathy from audio recordings in addiction counseling. PeerJ Computer Science, 2:e59, April 2016b. ISSN 2376-5992. doi: 10.7717/peerj-cs.59. URL https: //doi.org/10.7717/peerj-cs.59.
- Abe Kazemzadeh, James Gibson, Sungbok Lee, Panayiotis Georgiou, and Shrikanth Narayanan. A socratic epistemology for verbal emotional intelligence. PeerJ Computer Science, 2016.
- Doğan Can, Rebeca A. Marin, Panayiotis Georgiou, Zac E. Imel, David C. Atkins, and Shrikanth Narayanan. ”It sounds like…”: A natural language processing approach to detecting counselor reflections in motiva- tional interviewing. Journal of Counseling Psychology, 2016.
- B. Xiao, Z. E. Imel, P. Georgiou, D. C. Atkins, and S. Narayanan. Computational analysis and simulation of empathic behaviors: A survey of empathy modeling with behavioral signal processing framework. Current Psychiatry Report, 2016c.
- Bo Xiao, Panayiotis Georgiou, Zac E. Imel, David Atkins, and S. Narayanan. “Rate my therapist”: Auto- mated detection of empathy in drug and alcohol counseling via speech and language processing. PLOS ONE, December 2015a. doi: 10.1371/journal.pone.0143055.
- Matthew Black, Daniel Bone, Zisis Iason Skordilis, Rahul Gupta, Wei Xia, Pavlos Papadopoulos, Sandeep Nallan Chakravarthula, Bo Xiao, Maarten Van Segbroeck, Jangwon Kim, Panayiotis Georgiou, and Shrikanth Narayanan. Automated evaluation of non-native english pronunciation quality: Combin- ing knowledge- and data-driven features at multiple time scales. In Proceedings of Interspeech, Dresden, Germany, September 2015.
- Sandeep Nallan Chakravarthula, Bo Xiao, Zac E. Imel, David C. Atkins, and Panayiotis Georgiou. Assessing empathy using static and dynamic behavior models based on therapist’s language in addiction counseling. In Proceedings of Interspeech, Dresden, Germany, September 2015a.
- Rahul Gupta, Theodora Chaspari, Panayiotis G. Georgiou, David C. Atkins, and Shrikanth Narayanan. Analysis and modeling of the role of laughter in motivational interviewing based psychotherapy conversa- tions. In Proceedings of Interspeech, Dresden, Germany, September 2015.
- Jangwon Kim, Md Nasir, Rahul Gupta, Maarten Van Segbroeck, Daniel Bone, Matthew Black, Zisis Ia- son Skordilis, Zhaojun Yang, Panayiotis Georgiou, and Shrikanth Narayanan. Automatic estimation of parkinson’s disease severity from diverse speech tasks. In Proceedings of Interspeech, Dresden, Germany, September 2015.
- Md Nasir, Wei Xia, Bo Xiao, Brian Baucom, Shrikanth Narayanan, and Panayiotis Georgiou. Still together?: The role of acoustic features in predicting marital outcome. In Proceedings of Interspeech, Dresden, Germany, September 2015a.
- Wei Xia, James Gibson, Bo Xiao, Brian Baucom, and Panayiotis Georgiou. A dynamic model for behavioral analysis of couple interactions using acoustic features. In Proceedings of Interspeech, Dresden, Germany, September 2015.
- Bo Xiao, Zac Imel, David Atkins, Panayiotis Georgiou, and Shrikanth Narayanan. Analyzing speech rate en- trainment and its relation to therapist empathy in drug addiction counseling. In Proceedings of Interspeech, Dresden, Germany, September 2015b.
- Bo Xiao, Panayiotis Georgiou, and Shrikanth Narayanan. Head motion modeling for human behavior analysis in dyadic interaction. IEEE Transactions on Multimedia, 17(7):1107–1119, July 2015c. doi: doi:10.1109/ TMM.2015.2432671.
- Sandeep Nallan Chakravarthula, Rahul Gupta, Brian Baucom, and Panayiotis Georgiou. A language-based generative model framework for behavioral analysis of couples’ therapy. In Proceedings of IEEE Interna- tional Conference on Audio, Speech and Signal Processing (ICASSP), April 2015b.
- Theodora Chaspari, Brian Baucom, Adela Timmons, Andreas Tsiartas, Larissa Borofsky Del Piero, Kather- ine Baucom, Panayiotis Georgiou, Gayla Margolin, and Shrikanth S. Narayanan. Quantifying eda syn- chrony through joint sparse representation: A case-study of couples’ interactions. In Proceedings of IEEE International Conference on Audio, Speech and Signal Processing (ICASSP), April 2015.
- Md Nasir, Brian Baucom, Panayiotis Georgiou, and Shrikanth S. Narayanan. Redundancy analysis of behavioral coding for couples therapy and improved estimation of behavior from noisy annotations. In Proceedings of IEEE International Conference on Audio, Speech and Signal Processing (ICASSP), April 2015b.
- James Gibson, Athanasios Katsamanis, Bo Xiao, Panayiotis Georgiou, and Shrikanth Narayanan. Multiple instance learning for behavioral coding. IEEE Transactions on Affective Computing, (99):1, 2015. doi: 10.1109/TAFFC.2015.2510625.
- Brian R. Baucom, Elisa Sheng, Andrew Christensen, Panayiotis G. Georgiou, Shrikanth S. Narayanan, and David C. Atkins. Behaviorally-based couple therapies reduce emotional arousal during couple conflict. Behaviour Research and Therapy, 72:49 – 55, 2015. ISSN 0005-7967. doi: http://dx.doi.org/10.1016/j. brat.2015.06.015. URLhttp://www.sciencedirect.com/science/article/pii/S0005796715300073.
- Sarah Peregrine Lord, Doğan Can, Michael Yi, Rebeca Marin, Christopher W Dunn, Zac E Imel, Panayiotis Georgiou, Shrikanth Narayanan, Mark Steyvers, and David C Atkins. Advancing methods for reliably assessing motivational interviewing fidelity using the motivational interviewing skills code. Journal of substance abuse treatment, 49:50–57, 2015.
- Bo Xiao, Brian Baucom, Panayiotis Georgiou, and Shrikanth Narayanan. Modeling head motion entrainment for prediction of couples’ behavioral characteristics. In Proceedings of Affective Computing and Intelligent Interaction (ACII), Lecture Notes in Computer Science, 2015d.
- Do an Can, David C. Atkins, and Shrikanth S. Narayanan. A dialog act tagging approach to behavioral coding: A case study of addiction counseling conversations, volume 2015-January, pages 339–343. International Speech and Communication Association, 2015.
- Rahul Gupta, Panayiotis Georgiou, David Atkins, and Shrikanth Narayanan. Predicting client’s inclination towards target behavior change in motivational interviewing and investigating the role of laughter. In Proceedings of Interspeech, September 2014.
- Bo Xiao, Daniel Bone, Maarten Van Segbroeck, Zac E. Imel, David Atkins, Panayiotis Georgiou, and Shrikanth Narayanan. Modeling therapist empathy through prosody in drug addiction counseling. In Proceedings of Interspeech, September 2014a.
- Dogan Can, James Gibson, Colin Vaz, Panayiotis Georgiou, and Shrikanth Narayanan. Barista: A framework for concurrent speech processing by usc-sail. In Proceedings of IEEE International Conference on Audio, Speech and Signal Processing (ICASSP), May 2014.
- Bo Xiao, Panayiotis Georgiou, Brian Baucom, and Shrikanth Narayanan. Power-spectral analysis of head motion signal for behavioral modeling in human interaction. In Proceedings of IEEE International Con- ference on Audio, Speech and Signal Processing (ICASSP), May 2014b.
- Chi-Chun Lee, Athanasios Katsamanis, Matthew P. Black, Brian Baucom, Andrew Christensen, Panayiotis Georgiou, and Shrikanth S. Narayanan. Computing vocal entrainment: A signal-derived pca-based quan- tification scheme with application to affect analysis in married couple interactions. Computer, Speech, and Language, 28(2):518–539, March 2014. doi: 10.1016/j.csl.2012.06.006. URL www.sciencedirect.com/ science/article/pii/S0885230812000472?v=s5.
- James Gibson, Maarten Van Segbroeck, Antonio Ortega, Panayiotis G. Georgiou, and Shrikanth S. Narayanan. Spectro-temporal directional derivative features for automatic speech recognition. In Pro- ceedings of InterSpeech, August 2013a.
- Bo Xiao, Panayiotis G. Georgiou, Zac E. Imel, David Atkins, and Shrikanth S. Narayanan. Modeling therapist empathy and vocal entrainment in drug addiction counseling. In Proceedings of InterSpeech, August 2013a.
- Daniel Bone, Chi-Chun Lee, Theodora Chaspari, Matthew P. Black, Marian Williams, Sungbok Lee, Pat Levitt, and Shrikanth S. Narayanan. Acoustic-prosodic, turn-taking, and language cues in child- psychologist interactions for varying social demand. In Proceedings of InterSpeech, August 2013.
- James Gibson, Bo Xiao, Panayiotis G. Georgiou, and Shrikanth S. Narayanan. An audio-visual approach to learning salient behaviors in couples’ problem solving discussions. In Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), July 2013b.
- Bo Xiao, Panayiotis G. Georgiou, Brian Baucom, and Shrikanth S. Narayanan. Head motion synchrony and its correlation to affectivity in dyadic interactions. In Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), July 2013b.
- Bo Xiao, Panayiotis G Georgiou, Brian Baucom, and Shrikanth S Narayanan. Data driven modeling of head motion towards analysis of behaviors in couple interactions. In Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on, pages 3766–3770. IEEE, May 2013c. doi: Vancouver, Canada.
- Matthew P. Black, Athanasios Katsamanis, Brian Baucom, Chi-Chun Lee, Adam Lammert, Andrew Chris- tensen, Panayiotis G. Georgiou, and Shrikanth S. Narayanan. Toward automating a human behavioral coding system for married couples’ interactions using speech acoustic features. Speech Communication, pages 1–21, January 2013. doi: doi:10.1016/j.specom.2011.12.003. URL http://www.sciencedirect. com/science/article/pii/S0167639311001762.
- S. Narayanan and P. G. Georgiou. Behavioral signal processing: Deriving human behavioral informatics from speech and language. Proceedings of the IEEE, PP(99):1 –31, 2013. ISSN 0018-9219. doi: 10.1109/ JPROC.2012.2236291.
- Bo Xiao, Panayiotis G. Georgiou, and Shrikanth S. Narayanan. Multimodal detection of salient behaviors of approach-avoidance in dyadic interactions. In Proceedings of the ACM International Conference on Multimodal Interaction (ICMI 2012), October 2012a.
- Dogan Can, Panayiotis G. Georgiou, David Atkins, and Shrikanth S. Narayanan. A case study: Detecting counselor reflections in psychotherapy for addictions using linguistic features. In Proceedings of InterSpeech, September 2012.
- Chi-Chun Lee, Athanasios Katsamanis, Panayiotis G. Georgiou, and Shrikanth S. Narayanan. Based on isolated saliency or causal integration? toward a better understanding of human annotation process using multiple instance learning and sequential probability ratio test. In Proceedings of InterSpeech, September 2012a.
- M.P. Black, A. Katsamanis, B.R. Baucom, C.C. Lee, A.C. Lammert, A. Christensen, P.G. Georgiou, and S.S. Narayanan. Toward automating a human behavioral coding system for married couples interactions using speech acoustic features. Speech Communication, 2012.
- Chi-Chun Lee, Athanasios Katsamanis, Matthew P. Black, Brian Baucom, Andrew Christensen, Panayio- tis G. Georgiou, and Shrikanth S. Narayanan. Computing vocal entrainment: A signal-derived PCA-based quantification scheme with application to affect analysis in married couple interactions. Computer, Speech, and Language, 2012b. doi: 10.1016/j.csl.2012.06.006.
- M. Li, K.J. Han, and S. Narayanan. Automatic speaker age and gender recognition using acoustic and prosodic level information fusion. Computer Speech & Language, 2012.
- Angeliki Metallinou, Athanasios Katsamanis, and Shrikanth Narayanan. A hierarchical framework for model- ing multimodality and emotional evolution in affective dialogs. In Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on, pages 2401–2404. IEEE, 2012a.
- A. Metallinou, M. Wollmer, A. Katsamanis, F. Eyben, B. Schuller, and S. Narayanan. Context-sensitive learning for enhanced audiovisual emotion classification. Affective Computing, IEEE Transactions on, 3 (2):184–198, 2012b.
- A. Metallinou, A. Katsamanis, and S. Narayanan. Tracking continuous emotional trends of participants during affective dyadic interactions using body language and speech information. Image and Vision Computing, 2012c.
- B.R. Baucom, E. Iturralde, C.C. Lee, P. G. Georgiou, S. Narayanan, and G. Margolin. Multisystemic family aggression and dynamic emotional processes during triadic family interaction. In Annual Meeting of the Association for Behavioral and Cognitive Therapies, National Harbor, MD., 2012.
- Chi-Chun Lee, Athanasios Katsamanis, Brian Baucom, Panayiotis Georgiou, and Shrikanth Narayanan Uni- versity of Southern California. Using measures of vocal entrainment to inform outcome-related behaviors in marital conflicts. In Proceedings of APSIPA, 2012c.
- B. Schuller, S. Steidl, A. Batliner, F. Burkhardt, L. Devillers, C. Müller, and S. Narayanan. Paralinguistics in speech and language: State-of-the-art and the challenge. Computer Speech & Language, 2012.
- Bo Xiao, Panayiotis G. Georgiou, and Shrikanth Narayanan. Analyzing the language of therapist empathy in motivational interview based psychotherapy. In Proceedings of APSIPA, 2012b.
- Chi-Chun Lee, Brian R. Baucom, Athanasios Katsamanis, Matthew P. Black, Panayiotis G. Georgiou, and Shrikanth S. Narayanan. Analyzing vocal entrainment in married couples’ interactions: A signal-derived PCA-based quantification scheme and affect recognition using factorial hidden markov models. In Annual Meeting of the Association for Behavioral and Cognitive Therapies, November 2011a.
- Bo Xiao, Brian R. Baucom, David Atkins, Panayiotis G. Georgiou, and Shrikanth S. Narayanan. Predicting miti global scores by behavior counts using linear support vector machines. In Annual Meeting of the Association for Behavioral and Cognitive Therapies, November 2011a.
- Panayiotis G. Georgiou, Matthew P. Black, Adam Lammert, Brian Baucom, and Shrikanth S. Narayanan. “That’s aggravating, very aggravating”: Is it possible to classify behaviors in couple interactions using automatically derived lexical features? In Proceedings of Affective Computing and Intelligent Interaction (ACII), Lecture Notes in Computer Science, October 2011a.
- Abe Kazemzadeh, James Gibson, Panayiotis G. Georgiou, Sungbok Lee, and Shrikanth S. Narayanan. Emo20q questioner agent. In Proceedings of Affective Computing and Intelligent Interaction (ACII), Lecture Notes in Computer Science, pages 313–314. Springer, October 2011a.
- Abe Kazemzadeh, Sungbok Lee, Panayiotis G. Georgiou, and Shrikanth S. Narayanan. Emotion twenty ques- tions: Toward a crowd-sourced theory of emotions. In Proceedings of Affective Computing and Intelligent Interaction (ACII), Lecture Notes in Computer Science, October 2011b.
- Matthew Black, Panayiotis G. Georgiou, Athanasios Katsamanis, Brian Baucom, and Shrikanth S. Narayanan. “You made me do it”: Classification of blame in married couples’ interactions by fusing automatically derived speech and language information. In In Proceedings of InterSpeech, Florence, Italy, August 2011.
- Chi-Chun Lee, Athanasios Katsamanis, Matthew Black, Brian Baucom, Panayiotis G. Georgiou, and Shrikanth S. Narayanan. An analysis of PCA-based vocal entrainment measures in married couples’ affective spoken interactions. In In Proceedings of InterSpeech, Florence, Italy, August 2011b.
- Bo Xiao, Viktor Rozgić, Athanasios Katsamanis, Brian Baucom, Panayiotis G. Georgiou, and Shrikanth S. Narayanan. Acoustic and visual cues of turn-taking dynamics in dyadic interactions. In In Proceedings of InterSpeech, Florence, Italy, August 2011b.
- D. Bone, M.P. Black, M. Li, A. Metallinou, S. Lee, and S. Narayanan. Intoxicated speech detection by fusion of speaker normalized hierarchical features and GMM supervectors. In Proc. of the Interspeech, pages 3217–3220, 2011.
- J. Gibson, A. Katsamanis, M. P. Black, and S. S. Narayanan. Automatic identification of salient acoustic in- stances in couples’ behavioral interactions using Diverse Density Support Vector Machines. In Proceedings of InterSpeech, Florence, Italy, 2011.
- A. Katsamanis, J. Gibson, M. P. Black, and S. S. Narayanan. Multiple instance learning for classification of human behavior observations. In Proceedings of Affective Computing and Intelligent Interaction, Memphis, TN, USA, 2011a.
- C.C. Lee, E. Mower, C. Busso, S. Lee, and S. Narayanan. Emotion recognition using a hierarchical binary decision tree approach. Speech Communication, 2011c.
- A. Metallinou, A. Katsamanis, Y. Wang, and S. Narayanan. Tracking changes in continuous emotion states using body language and prosodic cues. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 2288–2291, 2011.
- Panayiotis G. Georgiou, Matthew P. Black, and Shrikanth S. Narayanan. Behavioral signal processing for understanding (distressed) dyadic interactions: Some recent developments. In Third International Workshop on Social Signal Processing (SSPW’11), ACM Multimedia’11, pages 7–12, Scottsdale, AZ, 2011b.
- Athanasios Katsamanis, Matthew Black, Panayiotis G Georgiou, Louis Goldstein, and S Narayanan. Sailalign: Robust long speech-text alignment. In Proc. of Workshop on New Tools and Methods for Very-Large Scale Phonetics Research, 2011b.
- Chi-Chun Lee, Athanasios Katsamanis, Matthew P Black, Brian R Baucom, Panayiotis G Georgiou, and Shrikanth S Narayanan. Affective state recognition in married couples interactions using pca-based vocal entrainment measures with multiple instance learning. In Affective Computing and Intelligent Interaction, pages 31–41. Springer, 2011d.
- Viktor Rozgić, Bo Xiao, Athanasios Katsamanis, Brian Baucom, Panayiotis G. Georgiou, and Shrikanth Narayanan. Estimation of ordinal approach-avoidance labels in dyadic interactions: Ordinal logistic re- gression approach. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2011.
- Bo Xiao, Prasanta Kumar Ghosh, Panayiotis Georgiou, and Shrikanth S. Narayanan. Overlapped speech de- tection using long-term spectro-temporal similarity in stereo recording. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2011c.
- Matthew Black, Athanasios Katsamanis, Chi-Chun Lee, Adam Lammert, Brian Baucom, Andrew Chris- tensen, Panayiotis G. Georgiou, and Shrikanth S. Narayanan. Automatic classification of married couples’ behavior using audio features. In In Proceedings of InterSpeech, Makuhari, Japan, September 2010.
- Chi-Chun Lee, Matthew Black, Athanasios Katsamanis, Adam Lammert, Brian Baucom, Andrew Chris- tensen, Panayiotis G. Georgiou, and Shrikanth S. Narayanan. Quantification of prosodic entrainment in affective spontaneous spoken interactions of married couples. In In Proceedings of InterSpeech, Makuhari, Japan, September 2010.
- Viktor Rozgić, Kyu Jeong Han, Panayiotis G. Georgiou, and Shrikanth Narayanan. Multimodal speaker segmentation and identification in presence of overlapped speech segments. Journal of Multimedia, Special Issue on Data Semantics and Multimedia Information Management, 5(4), Aug. 2010a. doi: doi:10.4304/ jmm.5.4.299-301.
- Viktor Rozgić, Bo Xiao, Athanasios Katsamanis, Brian Baucom, Panayiotis G. Georgiou, and Shrikanth Narayanan. A new multichannel multi modal dyadic interaction database. In In Proceedings of Interspeech, 2010b.
- Viktor Rozgić, Kyu Jeong Han, Panayiotis G. Georgiou, and Shrikanth Narayanan. Multimodal speaker segmentation in presence of overlapped speech segments. In Tenth IEEE International Symposium on Multimedia, 2008. ISM 2008, pages 679–684, 2008.
- Samuel Kim, Panayiotis G. Georgiou, Sungbok Lee, and Shrikanth Narayanan. Real-time emotion detection system using speech: Multi-modal fusion of different timescale features. Chania, Greece, Oct 2007. URL http://sail.usc.edu/publications/sam_mmsp07.pdf.
- Viktor Rozgić, Carlos Busso, Panayiotis G. Georgiou, and Shrikanth Narayanan. Multimodal meeting monitoring: Improvements on speaker tracking and segmentation through a modified mixture particle filter. Chania, Greece, Oct 2007. URL http://sail.usc.edu/publications/viktor_mmsp07.pdf.