Alpha-stable robust modeling of background noise for enhanced sound source localization. - Panayiotis G. Georgiou; Panagiotis Tsakalides; Chris Kyriakakis (ICASSP, 1999)

Alpha-Stable Modeling of Noise and Robust Time-Delay Estimation in the Presence of Impulsive Noise. - Panayiotis G. Georgiou; Panagiotis Tsakalides; Chris Kyriakakis (IEEE Trans. Multim., 1999)

A Multiple Input Single Output Model for Rendering Virtual Sound Sources in Real Time. - Panayiotis G. Georgiou; Chris Kyriakakis (IEEE International Conference on Multimedia and Expo (I), 2000)

A robust array signal processing maximum likelihood estimator based on sub-Gaussian signals. - Panayiotis G. Georgiou; Chris Kyriakakis (EUSIPCO, 2002)

The Transonics Spoken Dialogue Translator: An Aid for English-Persian Doctor-Patient Interviews. - Shri Narayanan; S. Ananthakrishnan; Robert S. Belvin; Emil Ettelaie; Sudeep Gandhe; Shadi Ganjavi; Panayiotis G. Georgiou; C. M. Hein; S. Kadambe; Kevin Knight; Daniel Marcu; Howard Neely; et al. (AAAI Technical Report (4), 2004)

Speaker identification using supra-segmental pitch pattern dynamics. - Farhad Farahani; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP (1), 2004)

Context dependent statistical augmentation of persian transcripts. - Panayiotis G. Georgiou; Shrikanth S. Narayanan; Hooman Shirani Mehr (INTERSPEECH, 2004)

Creation of a Doctor-Patient Dialogue Corpus Using Standardized Patients. - Robert S. Melvin; Win May; Shrikanth S. Narayanan; Panayiotis G. Georgiou; Shadi Ganjavi (LREC, 2004)

Transonics: A Practical Speech-to-Speech Translator for English-Farsi Medical Dialogs. - Robert S. Belvin; Emil Ettelaie; Sudeep Gandhe; Panayiotis G. Georgiou; Kevin Knight; Daniel Marcu; Scott Millward; Shrikanth S. Narayanan; Howard Neely; David R. Traum (ACL, 2005)

Smart room: participant and speaker localization and identification. - Carlos Busso; Sergi Hernanz; Chi-Wei Chu; Soonil Kwon; Sung Lee; Panayiotis G. Georgiou; Isaac Cohen; Shrikanth S. Narayanan (ICASSP (2), 2005)

Building topic specific language models from webdata using competitive models. - Abhinav Sethy; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2005)

Text data acquisition for domain-specific language models. - Abhinav Sethy; Panayiotis G. Georgiou; Shrikanth S. Narayanan (EMNLP, 2006)

Speech Recognition Engineering Issues in Speech to Speech Translation System Design for Low Resource Languages and Domains. - Shrikanth S. Narayanan; Panayiotis G. Georgiou; Abhinav Sethy; Dagen Wang; Murtaza Bulut; Shiva Sundaram; Emil Ettelaie; Sankaranarayanan Ananthakrishnan; Horacio Franco; Kristin Precoda; Dimitra Vergyri; Jing Zheng 001; et al. (ICASSP (5), 2006)

Cross-lingual dialog model for speech to speech translation. - Emil Ettelaie; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2006)

How to talk to a hologram. - Anton Leuski; Jarrell Pair; David R. Traum; Peter J. McNerney; Panayiotis G. Georgiou; Ronakkumar Patel (IUI, 2006)

User modeling in a speech translation driven mediated interaction setting. - JongHo Shin; Panayiotis G. Georgiou; Shrikanth Narayanan (HCM@MM, 2006)

Selecting relevant text subsets from web-data for building topic specific language models. - Abhinav Sethy; Panayiotis G. Georgiou; Shrikanth S. Narayanan (HLT-NAACL, 2006)

Maximum likelihood parameter estimation under impulsive conditions, a sub-Gaussian signal approach. - Panayiotis G. Georgiou; Chris Kyriakakis (Signal Process., 2006)

Robust maximum likelihood source localization: the case for sub-Gaussian versus Gaussian. - Panayiotis G. Georgiou; Chris Kyriakakis (IEEE Trans. Speech Audio Process., 2006)

Real-Time Monitoring of Participants' Interaction in a Meeting using Audio-Visual Sensors. - Carlos Busso; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP (2), 2007)

Real-time Emotion Detection System using Speech: Multi-modal Fusion of Different Timescale Features. - Samuel Kim; Panayiotis G. Georgiou; Sungbok Lee; Shrikanth S. Narayanan (MMSP, 2007)

Multimodal Meeting Monitoring: Improvements on Speaker Tracking and Segmentation through a Modified Mixture Particle Filter. - Viktor Rozgic; Carlos Busso; Panayiotis G. Georgiou; Shrikanth S. Narayanan (MMSP, 2007)

Analyzing the Multimodal Behaviors of Users of a Speech-to-Speech Translation Device by using Concept Matching Scores. - JongHo Shin; Panayiotis G. Georgiou; Shrikanth S. Narayanan (MMSP, 2007)

Statistical Modeling and Retrieval of Polyphonic Music. - Erdem Ünal; Panayiotis G. Georgiou; Shrikanth S. Narayanan; Elaine Chew (MMSP, 2007)

Hassan: A Virtual Human for Tactical Questioning. - David R. Traum; Antonio Roque; Anton Leuski; Panayiotis G. Georgiou; Jillian Gerten; Bilyana Martinovski; Shrikanth Narayanan; Susan Robinson; Ashish Vaswani (SIGdial, 2007)

Mitigation of Data Sparsity in Classifier-Based Translation. - Emil Ettelaie; Panayiotis G. Georgiou; Shrikanth S. Narayanan (SPSCTPA@COLING, 2008)

Towards unsupervised training of the classifier-based speech translator. - Emil Ettelaie; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2008)

Multimodal Speaker Segmentation in Presence of Overlapped Speech Segments. - Viktor Rozgic; Kyu Jeong Han; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ISM, 2008)

The SAIL speaker diarization system for analysis of spontaneous meetings. - Kyu Jeong Han; Panayiotis G. Georgiou; Shrikanth S. Narayanan (MMSP, 2008)

Challenging Uncertainty in Query by Humming Systems: A Fingerprinting Approach. - Erdem Unal; Elaine Chew; Panayiotis G. Georgiou; Shrikanth S. Narayanan (IEEE Trans. Speech Audio Process., 2008)

Lattice-based lexical cues for word fragment detection in conversational speech. - Kartik Audhkhasi; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ASRU, 2009)

A robust harmony structure modeling scheme for classical music opus identification. - Samuel Kim; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2009)

Robust word boundary detection in spontaneous speech using acoustic and lexical cues. - Andreas Tsiartas; Prasanta Kumar Ghosh; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2009)

Context-driven automatic bilingual movie subtitle alignment. - Andreas Tsiartas; Prasanta Kumar Ghosh; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2009)

An Iterative Relative Entropy Minimization-Based Data Selection Approach for n-Gram Model Adaptation. - Abhinav Sethy; Panayiotis G. Georgiou; Bhuvana Ramabhadran; Shrikanth S. Narayanan (IEEE Trans. Speech Audio Process., 2009)

Acoustic stopwords for unstructured audio information retrieval. - Samuel Kim; Shiva Sundaram; Panayiotis G. Georgiou; Shrikanth S. Narayanan (EUSIPCO, 2010)

Using naïve text queries for robust audio information retrieval. - Samuel Kim; Panayiotis G. Georgiou; Shrikanth S. Narayanan; Shiva Sundaram (ICASSP, 2010)

Language model adaptation using WWW documents obtained by utterance-based queries. - Andreas Tsiartas; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2010)

Automatic classification of married couples' behavior using audio features. - Matthew Black; Athanasios Katsamanis; Chi-Chun Lee; Adam C. Lammert; Brian R. Baucom; Andrew Christensen; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2010)

Hierarchical classification for speech-to-speech translation. - Emil Ettelaie; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2010)

Robust voice activity detection in stereo recording with crosstalk. - Prasanta Kumar Ghosh; Andreas Tsiartas; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2010)

Quantification of prosodic entrainment in affective spontaneous spoken interactions of married couples. - Chi-Chun Lee; Matthew Black; Athanasios Katsamanis; Adam C. Lammert; Brian R. Baucom; Andrew Christensen; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2010)

A new multichannel multi modal dyadic interaction database. - Viktor Rozgic; Bo Xiao 003; Athanasios Katsamanis; Brian R. Baucom; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2010)

Automatic speech recognition system channel modeling. - Qun Feng Tan; Kartik Audhkhasi; Panayiotis G. Georgiou; Emil Ettelaie; Shrikanth S. Narayanan (INTERSPEECH, 2010)

An N-gram model for unstructured audio signals toward information retrieval. - Samuel Kim; Shiva Sundaram; Panayiotis G. Georgiou; Shrikanth S. Narayanan (MMSP, 2010)

Towards modeling user behavior in interactions mediated through an automated bidirectional speech translation system. - JongHo Shin; Panayiotis G. Georgiou; Shrikanth S. Narayanan (Comput. Speech Lang., 2010)

Multimodal Speaker Segmentation and Identification in Presence of Overlapped Speech Segments. - Viktor Rozgic; Kyu Jeong Han; Panayiotis G. Georgiou; Shrikanth S. Narayanan (J. Multim., 2010)

"That's Aggravating, Very Aggravating": Is It Possible to Classify Behaviors in Couple Interactions Using Automatically Derived Lexical Features? - Panayiotis G. Georgiou; Matthew Black; Adam C. Lammert; Brian R. Baucom; Shrikanth S. Narayanan (ACII (1), 2011)

EMO20Q Questioner Agent. - Abe Kazemzadeh; James Gibson; Panayiotis G. Georgiou; Sungbok Lee; Shrikanth S. Narayanan (ACII (2), 2011)

Emotion Twenty Questions: Toward a Crowd-Sourced Theory of Emotions. - Abe Kazemzadeh; Sungbok Lee; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ACII (2), 2011)

Affective State Recognition in Married Couples' Interactions Using PCA-Based Vocal Entrainment Measures with Multiple Instance Learning. - Chi-Chun Lee; Athanasios Katsamanis; Matthew P. Black; Brian R. Baucom; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ACII (2), 2011)

Accurate transcription of broadcast news speech using multiple noisy transcribers and unsupervised reliability metrics. - Kartik Audhkhasi; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2011)

Estimation of ordinal approach-avoidance labels in dyadic interactions: Ordinal logistic regression approach. - Viktor Rozgic; Bo Xiao 003; Athanasios Katsamanis; Brian R. Baucom; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2011)

Bilingual audio-subtitle extraction using automatic segmentation of movie audio. - Andreas Tsiartas; Prasanta Kumar Ghosh; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2011)

Overlapped speech detection using long-term spectro-temporal similarity in stereo recording. - Bo Xiao 003; Prasanta Kumar Ghosh; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2011)

Reliability-Weighted Acoustic Model Adaptation Using Crowd Sourced Transcriptions. - Kartik Audhkhasi; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2011)

"You made me do it": Classification of Blame in Married Couples' Interactions by Fusing Automatically Derived Speech and Language Information. - Matthew Black; Panayiotis G. Georgiou; Athanasios Katsamanis; Brian R. Baucom; Shrikanth S. Narayanan (INTERSPEECH, 2011)

Enhancements to the Training Process of Classifier-Based Speech Translator via Topic Modeling. - Emil Ettelaie; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2011)

Determining what Questions to Ask, with the Help of Spectral Graph Theory. - Abe Kazemzadeh; Sungbok Lee; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2011)

An Analysis of PCA-Based Vocal Entrainment Measures in Married Couples' Affective Spoken Interactions. - Chi-Chun Lee; Athanasios Katsamanis; Matthew P. Black; Brian R. Baucom; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2011)

Acoustic and Visual Cues of Turn-Taking Dynamics in Dyadic Interactions. - Bo Xiao 003; Viktor Rozgic; Athanasios Katsamanis; Brian R. Baucom; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2011)

A Preplexity Based Cover Song Matching System for Short Length Queries. - Erdem Unal; Elaine Chew; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ISMIR, 2011)

Behavioral signal processing for understanding (distressed) dyadic interactions: some recent developments. - Panayiotis G. Georgiou; Matthew P. Black; Shrikanth S. Narayanan (J-HGBU@MM, 2011)

Enhanced Sparse Imputation Techniques for a Robust Speech Recognition Front-End. - Qun Feng Tan; Panayiotis G. Georgiou; Shrikanth Narayanan (IEEE ACM Trans. Audio Speech Lang. Process., 2011)

Using measures of vocal entrainment to inform outcome-related behaviors in marital conflicts. - Chi-Chun Lee; Athanasios Katsamanis; Brian R. Baucom; Panayiotis G. Georgiou; Shrikanth S. Narayanan (APSIPA, 2012)

Analyzing the language of therapist empathy in Motivational Interview based psychotherapy. - Bo Xiao 003; Dogan Can; Panayiotis G. Georgiou; David C. Atkins; Shrikanth S. Narayanan (APSIPA, 2012)

Supervised acoustic topic model with a consequent classifier for unstructured audio classification. - Samuel Kim; Panayiotis G. Georgiou; Shrikanth S. Narayanan (CBMI, 2012)

Analyzing quality of crowd-sourced speech transcriptions of noisy audio for acoustic model adaptation. - Kartik Audhkhasi; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2012)

Multimodal detection of salient behaviors of approach-avoidance in dyadic interactions. - Bo Xiao 003; Panayiotis G. Georgiou; Brian R. Baucom; Shrikanth S. Narayanan (ICMI, 2012)

A Case Study: Detecting Counselor Reflections in Psychotherapy for Addictions using Linguistic Features. - Dogan Can; Panayiotis G. Georgiou; David C. Atkins; Shrikanth S. Narayanan (INTERSPEECH, 2012)

A Sequential Bayesian Dialog Agent for Computational Ethnography. - Abe Kazemzadeh; James Gibson; Juanchen Li; Sungbok Lee; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2012)

Based on Isolated Saliency or Causal Integration? Toward a Better Understanding of Human Annotation Process using Multiple Instance Learning and Sequential Probability Ratio Test. - Chi-Chun Lee; Athanasios Katsamanis; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2012)

A reranking approach for recognition and classification of speech input in conversational dialogue systems. - Fabrizio Morbini; Kartik Audhkhasi; Ron Artstein; Maarten Van Segbroeck; Kenji Sagae; Panayiotis G. Georgiou; David R. Traum; Shrikanth S. Narayanan (SLT, 2012)

Technology-Based Medical Interpretation for Cross-Language Communication: In Person, Telephone, and Videoconference Interpretation and Their Comparative Impact On Limited English Proficiency (LEP) Patient and Doctor. - Margaret McLaughlin; Yujung Nam; Win May; Lourdes Baezconde-Garbanati; Panayiotis G. Georgiou; Zheng Ahn (HCI (21), 2013)

On-line genre classification of TV programs using audio content. - Samuel Kim; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2013)

A study on the effect of prosodic emphasis transfer on overall speech translation quality. - Andreas Tsiartas; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2013)

Data driven modeling of head motion towards analysis of behaviors in couple interactions. - Bo Xiao 003; Panayiotis G. Georgiou; Brian R. Baucom; Shrikanth S. Narayanan (ICASSP, 2013)

An audio-visual approach to learning salient behaviors in couples' problem solving discussions. - James Gibson; Bo Xiao 003; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICME Workshops, 2013)

Head motion synchrony and its correlation to affectivity in dyadic interactions. - Bo Xiao 003; Panayiotis G. Georgiou; Chi-Chun Lee; Brian R. Baucom; Shrikanth S. Narayanan (ICME, 2013)

Empirical link between hypothesis diversity and fusion performance in an ensemble of automatic speech recognition systems. - Kartik Audhkhasi; Andreas M. Zavou; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2013)

Spectro-temporal directional derivative features for automatic speech recognition. - James Gibson; Maarten Van Segbroeck; Antonio Ortega; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2013)

Annotation and classification of Political advertisements. - Samuel Kim; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2013)

Toward transfer of acoustic cues of emphasis across languages. - Andreas Tsiartas; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2013)

Modeling therapist empathy and vocal entrainment in drug addiction counseling. - Bo Xiao 003; Panayiotis G. Georgiou; Zac E. Imel; David C. Atkins; Shrikanth S. Narayanan (INTERSPEECH, 2013)

Which ASR should I choose for my dialogue system? - Fabrizio Morbini; Kartik Audhkhasi; Kenji Sagae; Ron Artstein; Dogan Can; Panayiotis G. Georgiou; Shrikanth S. Narayanan; Anton Leuski; David R. Traum (SIGDIAL Conference, 2013)

Unsupervised data processing for classifier-based speech translator. - Emil Ettelaie; Panayiotis G. Georgiou; Shrikanth S. Narayanan (Comput. Speech Lang., 2013)

Enabling effective design of multimodal interfaces for speech-to-speech translation system: An empirical study of longitudinal user behaviors over time and user strategies for coping with errors. - JongHo Shin; Panayiotis G. Georgiou; Shrikanth S. Narayanan (Comput. Speech Lang., 2013)

High-quality bilingual subtitle document alignments with application to spontaneous speech translation. - Andreas Tsiartas; Prasanta Kumar Ghosh; Panayiotis G. Georgiou; Shrikanth S. Narayanan (Comput. Speech Lang., 2013)

Behavioral Signal Processing: Deriving Human Behavioral Informatics From Speech and Language. - Shrikanth S. Narayanan; Panayiotis G. Georgiou (Proc. IEEE, 2013)

Toward automating a human behavioral coding system for married couples' interactions using speech acoustic features. - Matthew P. Black; Athanasios Katsamanis; Brian R. Baucom; Chi-Chun Lee; Adam C. Lammert; Andrew Christensen; Panayiotis G. Georgiou; Shrikanth S. Narayanan (Speech Commun., 2013)

Barista: A framework for concurrent speech processing by usc-sail. - Dogan Can; James Gibson; Colin Vaz; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2014)

Classification of clean and noisy bilingual movie audio for speech-to-speech translation corpora design. - Andreas Tsiartas; Prasanta Kumar Ghosh; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2014)

Power-spectral analysis of head motion signal for behavioral modeling in human interaction. - Bo Xiao 003; Panayiotis G. Georgiou; Brian R. Baucom; Shrikanth S. Narayanan (ICASSP, 2014)

Predicting client's inclination towards target behavior change in motivational interviewing and investigating the role of laughter. - Rahul Gupta 001; Panayiotis G. Georgiou; David C. Atkins; Shrikanth S. Narayanan (INTERSPEECH, 2014)

Unsupervised speaker diarization using riemannian manifold clustering. - Che-Wei Huang; Bo Xiao 003; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2014)

Modeling therapist empathy through prosody in drug addiction counseling. - Bo Xiao 003; Daniel Bone; Maarten Van Segbroeck; Zac E. Imel; David C. Atkins; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2014)

Computing vocal entrainment: A signal-derived PCA-based quantification scheme with application to affect analysis in married couple interactions. - Chi-Chun Lee; Athanasios Katsamanis; Matthew P. Black; Brian R. Baucom; Andrew Christensen; Panayiotis G. Georgiou; Shrikanth S. Narayanan (Comput. Speech Lang., 2014)

Theoretical Analysis of Diversity in an Ensemble of Automatic Speech Recognition Systems. - Kartik Audhkhasi; Andreas M. Zavou; Panayiotis G. Georgiou; Shrikanth S. Narayanan (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Modeling head motion entrainment for prediction of couples' behavioral characteristics. - Bo Xiao 003; Panayiotis G. Georgiou; Brian R. Baucom; Shrikanth S. Narayanan (ACII, 2015)

A language-based generative model framework for behavioral analysis of couples' therapy. - Sandeep Nallan Chakravarthula; Rahul Gupta 001; Brian R. Baucom; Panayiotis G. Georgiou (ICASSP, 2015)

Quantifying EDA synchrony through joint sparse representation: A case-study of couples' interactions. - Theodora Chaspari; Brian R. Baucom; Adela C. Timmons; Andreas Tsiartas; Larissa Borofsky Del Piero; Katherine J. W. Baucom; Panayiotis G. Georgiou; Gayla Margolin; Shrikanth S. Narayanan (ICASSP, 2015)

Redundancy analysis of behavioral coding for couples therapy and improved estimation of behavior from noisy annotations. - Md. Nasir; Brian R. Baucom; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2015)

Automated evaluation of non-native English pronunciation quality: combining knowledge- and data-driven features at multiple time scales. - Matthew P. Black; Daniel Bone; Zisis Iason Skordilis; Rahul Gupta 001; Wei Xia; Pavlos Papadopoulos; Sandeep Nallan Chakravarthula; Bo Xiao 003; Maarten Van Segbroeck; Jangwon Kim; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2015)

Assessing empathy using static and dynamic behavior models based on therapist's language in addiction counseling. - Sandeep Nallan Chakravarthula; Bo Xiao 003; Zac E. Imel; David C. Atkins; Panayiotis G. Georgiou (INTERSPEECH, 2015)

Analysis and modeling of the role of laughter in motivational interviewing based psychotherapy conversations. - Rahul Gupta 001; Theodora Chaspari; Panayiotis G. Georgiou; David C. Atkins; Shrikanth S. Narayanan (INTERSPEECH, 2015)

Automatic estimation of parkinson's disease severity from diverse speech tasks. - Jangwon Kim; Md. Nasir; Rahul Gupta 001; Maarten Van Segbroeck; Daniel Bone; Matthew P. Black; Zisis Iason Skordilis; Zhaojun Yang; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2015)

Still together?: the role of acoustic features in predicting marital outcome. - Md. Nasir; Wei Xia; Bo Xiao 003; Brian R. Baucom; Shrikanth S. Narayanan; Panayiotis G. Georgiou (INTERSPEECH, 2015)

A dynamic model for behavioral analysis of couple interactions using acoustic features. - Wei Xia; James Gibson; Bo Xiao 003; Brian R. Baucom; Panayiotis G. Georgiou (INTERSPEECH, 2015)

Analyzing speech rate entrainment and its relation to therapist empathy in drug addiction counseling. - Bo Xiao 003; Zac E. Imel; David C. Atkins; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2015)

A Socratic epistemology for verbal emotional intelligence. - Abe Kazemzadeh; James Gibson; Panayiotis G. Georgiou; Sungbok Lee; Shrikanth S. Narayanan (PeerJ Prepr., 2015)

Head Motion Modeling for Human Behavior Analysis in Dyadic Interaction. - Bo Xiao 003; Panayiotis G. Georgiou; Brian R. Baucom; Shrikanth S. Narayanan (IEEE Trans. Multim., 2015)

A Deep Learning Approach to Modeling Empathy in Addiction Counseling. - James Gibson; Dogan Can; Bo Xiao 003; Zac E. Imel; David C. Atkins; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2016)

Laughter Valence Prediction in Motivational Interviewing Based on Lexical and Acoustic Cues. - Rahul Gupta 001; Nishant Nath; Taruna Agrawal; Panayiotis G. Georgiou; David C. Atkins; Shrikanth S. Narayanan (INTERSPEECH, 2016)

Robust Multichannel Gender Classification from Speech in Movie Audio. - Naveen Kumar 004; Md. Nasir; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2016)

Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples' Therapy. - Haoqi Li; Brian R. Baucom; Panayiotis G. Georgiou (INTERSPEECH, 2016)

Complexity in Prosody: A Nonlinear Dynamical Systems Approach for Dyadic Conversations; Behavior and Outcomes in Couples Therapy. - Md. Nasir; Brian R. Baucom; Shrikanth S. Narayanan; Panayiotis G. Georgiou (INTERSPEECH, 2016)

Multimodal Fusion of Multirate Acoustic, Prosodic, and Lexical Speaker Characteristics for Native Language Identification. - Prashanth Gurunath Shivakumar; Sandeep Nallan Chakravarthula; Panayiotis G. Georgiou (INTERSPEECH, 2016)

Perception Optimized Deep Denoising AutoEncoders for Speech Enhancement. - Prashanth Gurunath Shivakumar; Panayiotis G. Georgiou (INTERSPEECH, 2016)

Couples Behavior Modeling and Annotation Using Low-Resource LSTM Language Models. - Shao-Yen Tseng; Sandeep Nallan Chakravarthula; Brian R. Baucom; Panayiotis G. Georgiou (INTERSPEECH, 2016)

Behavioral Coding of Therapist Language in Addiction Counseling Using Recurrent Neural Networks. - Bo Xiao 003; Dogan Can; James Gibson; Zac E. Imel; David C. Atkins; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2016)

Multimodal and Multiresolution Depression Detection from Speech and Facial Landmark Features. - Md. Nasir; Arindam Jati; Prashanth Gurunath Shivakumar; Sandeep Nallan Chakravarthula; Panayiotis G. Georgiou (AVEC@ACM Multimedia, 2016)

A technology prototype system for rating therapist empathy from audio recordings in addiction counseling. - Bo Xiao 003; Che-Wei Huang; Zac E. Imel; David C. Atkins; Panayiotis G. Georgiou; Shrikanth S. Narayanan (PeerJ Comput. Sci., 2016)

Exploring sparse representation measures of physiological synchrony for romantic couples. - Theodora Chaspari; Adela C. Timmons; Brian R. Baucom; Laura Perrone; Katherine J. W. Baucom; Panayiotis G. Georgiou; Gayla Margolin; Shrikanth S. Narayanan (ACII, 2017)

Unsupervised latent behavior manifold learning from acoustic features: Audio2behavior. - Haoqi Li; Brian R. Baucom; Panayiotis G. Georgiou (ICASSP, 2017)

Attention Networks for Modeling Behaviors in Addiction Counseling. - James Gibson; Dogan Can; Panayiotis G. Georgiou; David C. Atkins; Shrikanth S. Narayanan (INTERSPEECH, 2017)

Speaker2Vec: Unsupervised Learning and Adaptation of a Speaker Manifold Using Deep Neural Networks with an Evaluation on Speaker Segmentation. - Arindam Jati; Panayiotis G. Georgiou (INTERSPEECH, 2017)

Exploiting Intra-Annotator Rating Consistency Through Copeland's Method for Estimation of Ground Truth Labels in Couples' Therapy. - Karel Mundnich; Md. Nasir; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2017)

Complexity in Speech and its Relation to Emotional Bond in Therapist-Patient Interactions During Suicide Risk Assessment Interviews. - Md. Nasir; Brian R. Baucom; Craig J. Bryan; Shrikanth S. Narayanan; Panayiotis G. Georgiou (INTERSPEECH, 2017)

Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings. - Shao-Yen Tseng; Brian R. Baucom; Panayiotis G. Georgiou (INTERSPEECH, 2017)

Multiple Instance Learning for Behavioral Coding. - James Gibson; Athanasios Katsamanis; Francisco Romero; Bo Xiao 003; Panayiotis G. Georgiou; Shrikanth S. Narayanan (IEEE Trans. Affect. Comput., 2017)

Towards Predicting Physiology from Speech During Stressful Conversations: Heart Rate and Respiratory Sinus Arrhythmia. - Arindam Jati; Paula G. Williams; Brian R. Baucom; Panayiotis G. Georgiou (ICASSP, 2018)

A Deep Reinforcement Learning Framework for Identifying Funny Scenes in Movies. - Haoqi Li; Naveen Kumar 004; Ruxin Chen; Panayiotis G. Georgiou (ICASSP, 2018)

"Honey, I Learned to Talk": Multimodal Fusion for Behavior Analysis. - Shao-Yen Tseng; Haoqi Li; Brian R. Baucom; Panayiotis G. Georgiou (ICMI, 2018)

Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions. - Sandeep Nallan Chakravarthula; Brian R. Baucom; Panayiotis G. Georgiou (INTERSPEECH, 2018)

An Unsupervised Neural Prediction Framework for Learning Speaker Embeddings Using Recurrent Neural Networks. - Arindam Jati; Panayiotis G. Georgiou (INTERSPEECH, 2018)

Towards an Unsupervised Entrainment Distance in Conversational Speech Using Deep Neural Networks. - Md. Nasir; Brian R. Baucom; Shrikanth S. Narayanan; Panayiotis G. Georgiou (INTERSPEECH, 2018)

Multimodal Speaker Segmentation and Diarization Using Lexical and Acoustic Cues via Sequence to Sequence Neural Networks. - Tae Jin Park; Panayiotis G. Georgiou (INTERSPEECH, 2018)

Learning from Past Mistakes: Improving Automatic Speech Recognition Output via Noisy-Clean Phrase Context Modeling. - Prashanth Gurunath Shivakumar; Haoqi Li; Kevin Knight; Panayiotis G. Georgiou (CoRR, 2018)

Neural Predictive Coding using Convolutional Neural Networks towards Unsupervised Learning of Speaker Characteristics. - Arindam Jati; Panayiotis G. Georgiou (CoRR, 2018)

Multi-Task Unsupervised Contextual Learning for Behavioral Annotation. - Shao-Yen Tseng; Panayiotis G. Georgiou (CoRR, 2018)

Improving the Prediction of Therapist Behaviors in Addiction Counseling by Exploiting Class Confusions. - Zhuohao Chen; Karan Singla; James Gibson; Dogan Can; Zac E. Imel; David C. Atkins; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2019)

Role Specific Lattice Rescoring for Speaker Role Recognition from Speech Recognition Outputs. - Nikolaos Flemotomos; Panayiotis G. Georgiou; David C. Atkins; Shrikanth S. Narayanan (ICASSP, 2019)

Hierarchy-aware Loss Function on a Tree Structured Label Space for Audio Event Detection. - Arindam Jati; Naveen Kumar 004; Ruxin Chen; Panayiotis G. Georgiou (ICASSP, 2019)

Predicting Behavior in Cancer-Afflicted Patient and Spouse Interactions Using Speech and Language. - Sandeep Nallan Chakravarthula; Haoqi Li; Shao-Yen Tseng; Maija Reblin; Panayiotis G. Georgiou (INTERSPEECH, 2019)

Multi-Task Discriminative Training of Hybrid DNN-TVM Model for Speaker Verification with Noisy and Far-Field Speech. - Arindam Jati; Raghuveer Peri; Monisankha Pal; Tae Jin Park; Naveen Kumar 004; Ruchir Travadi; Panayiotis G. Georgiou; Shrikanth Narayanan (INTERSPEECH, 2019)

Modeling Interpersonal Linguistic Coordination in Conversations Using Word Mover's Distance. - Md. Nasir; Sandeep Nallan Chakravarthula; Brian R. W. Baucom; David C. Atkins; Panayiotis G. Georgiou; Shrikanth Narayanan (INTERSPEECH, 2019)

The Second DIHARD Challenge: System Description for USC-SAIL Team. - Tae Jin Park; Manoj Kumar 007; Nikolaos Flemotomos; Monisankha Pal; Raghuveer Peri; Rimita Lahiri; Panayiotis G. Georgiou; Shrikanth Narayanan (INTERSPEECH, 2019)

Speaker Diarization with Lexical Information. - Tae Jin Park; Kyu Jeong Han; Jing Huang 019; Xiaodong He 001; Bowen Zhou 001; Panayiotis G. Georgiou; Shrikanth Narayanan (INTERSPEECH, 2019)

Spoken Language Intent Detection Using Confusion2Vec. - Prashanth Gurunath Shivakumar; Mu Yang; Panayiotis G. Georgiou (INTERSPEECH, 2019)

Multiview Shared Subspace Learning Across Speakers and Speech Commands. - Krishna Somandepalli; Naveen Kumar 004; Arindam Jati; Panayiotis G. Georgiou; Shrikanth Narayanan (INTERSPEECH, 2019)

Behavior Gated Language Models. - Prashanth Gurunath Shivakumar; Shao-Yen Tseng; Panayiotis G. Georgiou; Shrikanth S. Narayanan (CoRR, 2019)

Multimodal Embeddings from Language Models. - Shao-Yen Tseng; Panayiotis G. Georgiou; Shrikanth S. Narayanan (CoRR, 2019)

Incremental Online Spoken Language Understanding. - Prashanth Gurunath Shivakumar; Naveen Kumar 004; Panayiotis G. Georgiou; Shrikanth S. Narayanan (CoRR, 2019)

Language Aided Speaker Diarization Using Speaker Role Information. - Nikolaos Flemotomos; Panayiotis G. Georgiou; Shrikanth S. Narayanan (CoRR, 2019)

An analysis of observation length requirements in spoken language for machine understanding of human behaviors. - Sandeep Nallan Chakravarthula; Brian R. Baucom; Shrikanth S. Narayanan; Panayiotis G. Georgiou (CoRR, 2019)

Confusion2Vec: towards enriching vector space word representations with representational ambiguities. - Prashanth Gurunath Shivakumar; Panayiotis G. Georgiou (PeerJ Comput. Sci., 2019)

Unsupervised online multitask learning of behavioral sentence embeddings. - Shao-Yen Tseng; Brian R. Baucom; Panayiotis G. Georgiou (PeerJ Comput. Sci., 2019)

Neural Predictive Coding Using Convolutional Neural Networks Toward Unsupervised Learning of Speaker Characteristics. - Arindam Jati; Panayiotis G. Georgiou (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Automatic Prediction of Suicidal Risk in Military Couples Using Multimodal Interaction Cues from Couples Conversations. - Sandeep Nallan Chakravarthula; Md. Nasir; Shao-Yen Tseng; Haoqi Li; Tae Jin Park; Brian R. Baucom; Craig J. Bryan; Shrikanth Narayanan; Panayiotis G. Georgiou (ICASSP, 2020)

Speaker-Invariant Affective Representation Learning via Adversarial Training. - Haoqi Li; Ming Tu; Jing Huang 019; Shrikanth Narayanan; Panayiotis G. Georgiou (ICASSP, 2020)

Linguistically Aided Speaker Diarization Using Speaker Role Information. - Nikolaos Flemotomos; Panayiotis G. Georgiou; Shrikanth Narayanan (Odyssey, 2020)

Transfer learning from adult to children for speech recognition: Evaluation, analysis and recommendations. - Prashanth Gurunath Shivakumar; Panayiotis G. Georgiou (Comput. Speech Lang., 2020)

Linking emotions to behaviors through deep transfer learning. - Haoqi Li; Brian R. Baucom; Panayiotis G. Georgiou (PeerJ Comput. Sci., 2020)

Analysis and Tuning of a Voice Assistant System for Dysfluent Speech. - Vikramjit Mitra; Zifang Huang; Colin Lea; Lauren Tooley; Sarah Wu; Darren Botten; Ashwini Palekar; Shrinath Thelapurath; Panayiotis G. Georgiou; Sachin Kajarekar; Jeffrey P. Bigham (Interspeech, 2021)

RNN Based Incremental Online Spoken Language Understanding. - Prashanth Gurunath Shivakumar; Naveen Kumar 004; Panayiotis G. Georgiou; Shrikanth Narayanan (SLT, 2021)

Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords. - Prashanth Gurunath Shivakumar; Panayiotis G. Georgiou; Shrikanth Narayanan (CoRR, 2021)

"Am I A Good Therapist?" Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies. - Nikolaos Flemotomos; Victor R. Martinez; Zhuohao Chen; Karan Singla; Victor Ardulov; Raghuveer Peri; Derek D. Caperton; James Gibson; Michael J. Tanana; Panayiotis G. Georgiou; Jake Van Epps; Sarah P. Lord; et al. (CoRR, 2021)

An analysis of observation length requirements for machine understanding of human behaviors from spoken language. - Sandeep Nallan Chakravarthula; Brian R. W. Baucom; Shrikanth Narayanan; Panayiotis G. Georgiou (Comput. Speech Lang., 2021)

Unsupervised speech representation learning for behavior modeling using triplet enhanced contextualized networks. - Haoqi Li; Brian R. Baucom; Shrikanth Narayanan; Panayiotis G. Georgiou (Comput. Speech Lang., 2021)

Multimodal Embeddings From Language Models for Emotion Recognition in the Wild. - Shao-Yen Tseng; Shrikanth Narayanan; Panayiotis G. Georgiou (IEEE Signal Process. Lett., 2021)

CALM: Contrastive Aligned Audio-Language Multirate and Multimodal Representations. - Vin Sachidananda; Shao-Yen Tseng; Erik Marchi; Sachin Kajarekar; Panayiotis G. Georgiou (CoRR, 2022)

Multi-Label Multi-Task Deep Learning for Behavioral Coding. - James Gibson; David C. Atkins; Torrey A. Creed; Zac E. Imel; Panayiotis G. Georgiou; Shrikanth Narayanan (IEEE Trans. Affect. Comput., 2022)

Modeling Vocal Entrainment in Conversational Speech Using Deep Unsupervised Learning. - Md. Nasir; Brian R. Baucom; Craig J. Bryan; Shrikanth Narayanan; Panayiotis G. Georgiou (IEEE Trans. Affect. Comput., 2022)

From User Perceptions to Technical Improvement: Enabling People Who Stutter to Better Use Speech Recognition. - Colin Lea; Zifang Huang; Jaya Narain; Lauren Tooley; Dianna Yee; Tien Dung Tran; Panayiotis G. Georgiou; Jeffrey P. Bigham; Leah Findlater (CHI, 2023)

Multimodal Data and Resource Efficient Device-Directed Speech Detection with Large Foundation Models. - Dominik Wagner 002; Alexander W. Churchill; Siddharth Sigtia; Panayiotis G. Georgiou; Matt Mirsamadi; Aarshee Mishra; Erik Marchi (CoRR, 2023)

A Multimodal Approach to Device-Directed Speech Detection with Large Language Models. - Dominik Wagner 002; Alexander W. Churchill; Siddharth Sigtia; Panayiotis G. Georgiou; Matt Mirsamadi; Aarshee Mishra; Erik Marchi (ICASSP, 2024)