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ORCIDPanayiotis G. Georgiou
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- affiliation: University of Southern California, Los Angeles, CA, USA
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2020 – today
- 2022
[j29]James Gibson
, David C. Atkins, Torrey A. Creed, Zac E. Imel, Panayiotis G. Georgiou, Shrikanth Narayanan:
Multi-Label Multi-Task Deep Learning for Behavioral Coding. IEEE Trans. Affect. Comput. 13(1): 508-518 (2022)- [j28]Md. Nasir, Brian R. Baucom, Craig J. Bryan, Shrikanth Narayanan, Panayiotis G. Georgiou:
Modeling Vocal Entrainment in Conversational Speech Using Deep Unsupervised Learning. IEEE Trans. Affect. Comput. 13(3): 1651-1663 (2022) - 2021
- [j27]Sandeep Nallan Chakravarthula, Brian R. W. Baucom, Shrikanth Narayanan, Panayiotis G. Georgiou:
An analysis of observation length requirements for machine understanding of human behaviors from spoken language. Comput. Speech Lang. 66: 101162 (2021) - [j26]Haoqi Li, Brian R. Baucom, Shrikanth Narayanan, Panayiotis G. Georgiou:
Unsupervised speech representation learning for behavior modeling using triplet enhanced contextualized networks. Comput. Speech Lang. 70: 101226 (2021) - [j25]Shao-Yen Tseng, Shrikanth Narayanan, Panayiotis G. Georgiou:
Multimodal Embeddings From Language Models for Emotion Recognition in the Wild. IEEE Signal Process. Lett. 28: 608-612 (2021) - [c132]Prashanth Gurunath Shivakumar, Naveen Kumar, Panayiotis G. Georgiou, Shrikanth Narayanan:
RNN Based Incremental Online Spoken Language Understanding. SLT 2021: 989-996 - [i26]Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou, Shrikanth Narayanan:
Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords. CoRR abs/2102.02270 (2021) - [i25]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, Tad Hirsch, Zac E. Imel, David C. Atkins, Shrikanth Narayanan:
"Am I A Good Therapist?" Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies. CoRR abs/2102.11265 (2021) - [i24]Haoqi Li, Brian R. Baucom, Shrikanth Narayanan, Panayiotis G. Georgiou:
Unsupervised Speech Representation Learning for Behavior Modeling using Triplet Enhanced Contextualized Networks. CoRR abs/2104.03899 (2021) - 2020
- [j24]Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou:
Transfer learning from adult to children for speech recognition: Evaluation, analysis and recommendations. Comput. Speech Lang. 63: 101077 (2020) - [j23]Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou:
Linking emotions to behaviors through deep transfer learning. PeerJ Comput. Sci. 6: e246 (2020) - [c131]Sandeep Nallan Chakravarthula, Md. Nasir, Shao-Yen Tseng, Haoqi Li, Tae Jin Park, Brian R. Baucom, Craig J. Bryan, Shrikanth Narayanan, Panayiotis G. Georgiou:
Automatic Prediction of Suicidal Risk in Military Couples Using Multimodal Interaction Cues from Couples Conversations. ICASSP 2020: 6539-6543 - [c130]Haoqi Li, Ming Tu, Jing Huang, Shrikanth Narayanan, Panayiotis G. Georgiou:
Speaker-Invariant Affective Representation Learning via Adversarial Training. ICASSP 2020: 7144-7148 - [c129]Nikolaos Flemotomos, Panayiotis G. Georgiou, Shrikanth Narayanan:
Linguistically Aided Speaker Diarization Using Speaker Role Information. Odyssey 2020: 117-124 - [i23]Tae Jin Park, Kyu J. Han, Jing Huang, Xiaodong He, Bowen Zhou, Panayiotis G. Georgiou, Shrikanth Narayanan:
Speaker Diarization with Lexical Information. CoRR abs/2004.06756 (2020)
2010 – 2019
- 2019
- [j22]Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou:
Confusion2Vec: towards enriching vector space word representations with representational ambiguities. PeerJ Comput. Sci. 5: e195 (2019) - [j21]Shao-Yen Tseng, Brian R. Baucom, Panayiotis G. Georgiou:
Unsupervised online multitask learning of behavioral sentence embeddings. PeerJ Comput. Sci. 5: e200 (2019) - [j20]Arindam Jati, Panayiotis G. Georgiou:
Neural Predictive Coding Using Convolutional Neural Networks Toward Unsupervised Learning of Speaker Characteristics. IEEE ACM Trans. Audio Speech Lang. Process. 27(10): 1577-1589 (2019) - [c128]Arindam Jati, Naveen Kumar, Ruxin Chen, Panayiotis G. Georgiou:
Hierarchy-aware Loss Function on a Tree Structured Label Space for Audio Event Detection. ICASSP 2019: 6-10 - [c127]Zhuohao Chen, Karan Singla, James Gibson, Dogan Can, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Improving the Prediction of Therapist Behaviors in Addiction Counseling by Exploiting Class Confusions. ICASSP 2019: 6605-6609 - [c126]Nikolaos Flemotomos, Panayiotis G. Georgiou, David C. Atkins, Shrikanth S. Narayanan:
Role Specific Lattice Rescoring for Speaker Role Recognition from Speech Recognition Outputs. ICASSP 2019: 7330-7334 - [c125]Tae Jin Park, Kyu J. Han, Jing Huang, Xiaodong He, Bowen Zhou, Panayiotis G. Georgiou, Shrikanth Narayanan:
Speaker Diarization with Lexical Information. INTERSPEECH 2019: 391-395 - [c124]Prashanth Gurunath Shivakumar, Mu Yang, Panayiotis G. Georgiou:
Spoken Language Intent Detection Using Confusion2Vec. INTERSPEECH 2019: 819-823 - [c123]Tae Jin Park, Manoj Kumar, Nikolaos Flemotomos, Monisankha Pal, Raghuveer Peri, Rimita Lahiri, Panayiotis G. Georgiou, Shrikanth Narayanan:
The Second DIHARD Challenge: System Description for USC-SAIL Team. INTERSPEECH 2019: 998-1002 - [c122]Md. Nasir, Sandeep Nallan Chakravarthula, Brian R. W. Baucom, David C. Atkins, Panayiotis G. Georgiou, Shrikanth Narayanan:
Modeling Interpersonal Linguistic Coordination in Conversations Using Word Mover's Distance. INTERSPEECH 2019: 1423-1427 - [c121]Krishna Somandepalli, Naveen Kumar, Arindam Jati, Panayiotis G. Georgiou, Shrikanth Narayanan:
Multiview Shared Subspace Learning Across Speakers and Speech Commands. INTERSPEECH 2019: 2320-2324 - [c120]Arindam Jati, Raghuveer Peri, Monisankha Pal, Tae Jin Park, Naveen Kumar, Ruchir Travadi, Panayiotis G. Georgiou, Shrikanth Narayanan:
Multi-Task Discriminative Training of Hybrid DNN-TVM Model for Speaker Verification with Noisy and Far-Field Speech. INTERSPEECH 2019: 2463-2467 - [c119]Sandeep Nallan Chakravarthula, Haoqi Li, Shao-Yen Tseng, Maija Reblin, Panayiotis G. Georgiou:
Predicting Behavior in Cancer-Afflicted Patient and Spouse Interactions Using Speech and Language. INTERSPEECH 2019: 3073-3077 - [i22]Prashanth Gurunath Shivakumar, Mu Yang, Panayiotis G. Georgiou:
Spoken Language Intent Detection using Confusion2Vec. CoRR abs/1904.03576 (2019) - [i21]Md. Nasir, Sandeep Nallan Chakravarthula, Brian R. Baucom, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Modeling Interpersonal Linguistic Coordination in Conversations using Word Mover's Distance. CoRR abs/1904.06002 (2019) - [i20]Sandeep Nallan Chakravarthula, Haoqi Li, Shao-Yen Tseng, Maija Reblin, Panayiotis G. Georgiou:
Predicting Behavior in Cancer-Afflicted Patient and Spouse Interactions using Speech and Language. CoRR abs/1908.00908 (2019) - [i19]Prashanth Gurunath Shivakumar, Shao-Yen Tseng, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Behavior Gated Language Models. CoRR abs/1909.00107 (2019) - [i18]Shao-Yen Tseng, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Multimodal Embeddings from Language Models. CoRR abs/1909.04302 (2019) - [i17]Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou:
Linking emotions to behaviors through deep transfer learning. CoRR abs/1910.03641 (2019) - [i16]Prashanth Gurunath Shivakumar, Naveen Kumar, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Incremental Online Spoken Language Understanding. CoRR abs/1910.10287 (2019) - [i15]Haoqi Li, Ming Tu, Jing Huang, Shrikanth S. Narayanan, Panayiotis G. Georgiou:
Speaker-invariant Affective Representation Learning via Adversarial Training. CoRR abs/1911.01533 (2019) - [i14]Nikolaos Flemotomos, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Language Aided Speaker Diarization Using Speaker Role Information. CoRR abs/1911.07994 (2019) - [i13]Sandeep Nallan Chakravarthula, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou:
An analysis of observation length requirements in spoken language for machine understanding of human behaviors. CoRR abs/1911.09515 (2019) - 2018
- [c118]Haoqi Li, Naveen Kumar, Ruxin Chen, Panayiotis G. Georgiou:
A Deep Reinforcement Learning Framework for Identifying Funny Scenes in Movies. ICASSP 2018: 3116-3120 - [c117]Arindam Jati, Paula G. Williams, Brian R. Baucom, Panayiotis G. Georgiou:
Towards Predicting Physiology from Speech During Stressful Conversations: Heart Rate and Respiratory Sinus Arrhythmia. ICASSP 2018: 4944-4948 - [c116]Shao-Yen Tseng, Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou:
"Honey, I Learned to Talk": Multimodal Fusion for Behavior Analysis. ICMI 2018: 239-243 - [c115]Arindam Jati, Panayiotis G. Georgiou:
An Unsupervised Neural Prediction Framework for Learning Speaker Embeddings Using Recurrent Neural Networks. INTERSPEECH 2018: 1131-1135 - [c114]Tae Jin Park, Panayiotis G. Georgiou:
Multimodal Speaker Segmentation and Diarization Using Lexical and Acoustic Cues via Sequence to Sequence Neural Networks. INTERSPEECH 2018: 1373-1377 - [c113]Sandeep Nallan Chakravarthula, Brian R. Baucom, Panayiotis G. Georgiou:
Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions. INTERSPEECH 2018: 2339-2343 - [c112]Md. Nasir, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou:
Towards an Unsupervised Entrainment Distance in Conversational Speech Using Deep Neural Networks. INTERSPEECH 2018: 3423-3427 - [e1]Sidney K. D'Mello, Panayiotis G. Georgiou, Stefan Scherer, Emily Mower Provost, Mohammad Soleymani, Marcelo Worsley:
Proceedings of the 2018 on International Conference on Multimodal Interaction, ICMI 2018, Boulder, CO, USA, October 16-20, 2018. ACM 2018 [contents] - [i12]Prashanth Gurunath Shivakumar, Haoqi Li, Kevin Knight, Panayiotis G. Georgiou:
Learning from Past Mistakes: Improving Automatic Speech Recognition Output via Noisy-Clean Phrase Context Modeling. CoRR abs/1802.02607 (2018) - [i11]Arindam Jati, Panayiotis G. Georgiou:
Neural Predictive Coding using Convolutional Neural Networks towards Unsupervised Learning of Speaker Characteristics. CoRR abs/1802.07860 (2018) - [i10]Md. Nasir, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou:
Towards an Unsupervised Entrainment Distance in Conversational Speech using Deep Neural Networks. CoRR abs/1804.08782 (2018) - [i9]Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou:
Transfer Learning from Adult to Children for Speech Recognition: Evaluation, Analysis and Recommendations. CoRR abs/1805.03322 (2018) - [i8]Sandeep Nallan Chakravarthula, Brian R. Baucom, Panayiotis G. Georgiou:
Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions. CoRR abs/1805.09436 (2018) - [i7]Tae Jin Park, Panayiotis G. Georgiou:
Multimodal Speaker Segmentation and Diarization using Lexical and Acoustic Cues via Sequence to Sequence Neural Networks. CoRR abs/1805.10731 (2018) - [i6]Shao-Yen Tseng, Panayiotis G. Georgiou:
Multi-Task Unsupervised Contextual Learning for Behavioral Annotation. CoRR abs/1807.06792 (2018) - [i5]James Gibson, David C. Atkins, Torrey A. Creed, Zac E. Imel, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Multi-label Multi-task Deep Learning for Behavioral Coding. CoRR abs/1810.12349 (2018) - [i4]Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou:
Confusion2Vec: Towards Enriching Vector Space Word Representations with Representational Ambiguities. CoRR abs/1811.03199 (2018) - 2017
- [j19]James Gibson, Athanasios Katsamanis, Francisco Romero, Bo Xiao, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Multiple Instance Learning for Behavioral Coding. IEEE Trans. Affect. Comput. 8(1): 81-94 (2017) - [c111]Theodora Chaspari, Adela C. Timmons, Brian R. Baucom, Laura Perrone, Katherine J. W. Baucom, Panayiotis G. Georgiou, Gayla Margolin, Shrikanth S. Narayanan:
Exploring sparse representation measures of physiological synchrony for romantic couples. ACII 2017: 267-272 - [c110]Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou:
Unsupervised latent behavior manifold learning from acoustic features: Audio2behavior. ICASSP 2017: 5620-5624 - [c109]Karel Mundnich, Md. Nasir, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Exploiting Intra-Annotator Rating Consistency Through Copeland's Method for Estimation of Ground Truth Labels in Couples' Therapy. INTERSPEECH 2017: 3167-3171 - [c108]James Gibson, Dogan Can, Panayiotis G. Georgiou, David C. Atkins, Shrikanth S. Narayanan:
Attention Networks for Modeling Behaviors in Addiction Counseling. INTERSPEECH 2017: 3251-3255 - [c107]Shao-Yen Tseng, Brian R. Baucom, Panayiotis G. Georgiou:
Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings. INTERSPEECH 2017: 3291-3295 - [c106]Md. Nasir, Brian R. Baucom, Craig J. Bryan, Shrikanth S. Narayanan, Panayiotis G. Georgiou:
Complexity in Speech and its Relation to Emotional Bond in Therapist-Patient Interactions During Suicide Risk Assessment Interviews. INTERSPEECH 2017: 3296-3300 - [c105]Arindam Jati, Panayiotis G. Georgiou:
Speaker2Vec: Unsupervised Learning and Adaptation of a Speaker Manifold Using Deep Neural Networks with an Evaluation on Speaker Segmentation. INTERSPEECH 2017: 3567-3571 - [i3]Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou:
Unsupervised Latent Behavior Manifold Learning from Acoustic Features: audio2behavior. CoRR abs/1701.03198 (2017) - 2016
- [j18]Abe Kazemzadeh, James Gibson, Panayiotis G. Georgiou, Sungbok Lee, Shrikanth S. Narayanan:
A Socratic epistemology for verbal emotional intelligence. PeerJ Comput. Sci. 2: e40 (2016) - [j17]Bo Xiao, Che-Wei Huang, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
A technology prototype system for rating therapist empathy from audio recordings in addiction counseling. PeerJ Comput. Sci. 2: e59 (2016) - [c104]Rahul Gupta, Nishant Nath, Taruna Agrawal, Panayiotis G. Georgiou, David C. Atkins, Shrikanth S. Narayanan:
Laughter Valence Prediction in Motivational Interviewing Based on Lexical and Acoustic Cues. INTERSPEECH 2016: 505-509 - [c103]Md. Nasir, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou:
Complexity in Prosody: A Nonlinear Dynamical Systems Approach for Dyadic Conversations; Behavior and Outcomes in Couples Therapy. INTERSPEECH 2016: 893-897 - [c102]Shao-Yen Tseng, Sandeep Nallan Chakravarthula, Brian R. Baucom, Panayiotis G. Georgiou:
Couples Behavior Modeling and Annotation Using Low-Resource LSTM Language Models. INTERSPEECH 2016: 898-902 - [c101]Bo Xiao, Dogan Can, James Gibson, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Behavioral Coding of Therapist Language in Addiction Counseling Using Recurrent Neural Networks. INTERSPEECH 2016: 908-912 - [c100]Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou:
Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples' Therapy. INTERSPEECH 2016: 1407-1411 - [c99]James Gibson, Dogan Can, Bo Xiao, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
A Deep Learning Approach to Modeling Empathy in Addiction Counseling. INTERSPEECH 2016: 1447-1451 - [c98]Naveen Kumar, Md. Nasir, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Robust Multichannel Gender Classification from Speech in Movie Audio. INTERSPEECH 2016: 2233-2237 - [c97]Prashanth Gurunath Shivakumar, Sandeep Nallan Chakravarthula, Panayiotis G. Georgiou:
Multimodal Fusion of Multirate Acoustic, Prosodic, and Lexical Speaker Characteristics for Native Language Identification. INTERSPEECH 2016: 2408-2412 - [c96]Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou:
Perception Optimized Deep Denoising AutoEncoders for Speech Enhancement. INTERSPEECH 2016: 3743-3747 - [c95]Md. Nasir, Arindam Jati, Prashanth Gurunath Shivakumar, Sandeep Nallan Chakravarthula, Panayiotis G. Georgiou:
Multimodal and Multiresolution Depression Detection from Speech and Facial Landmark Features. AVEC@ACM Multimedia 2016: 43-50 - [i2]Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou:
Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples' Therapy. CoRR abs/1606.04518 (2016) - 2015
- [j16]Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan:
Head Motion Modeling for Human Behavior Analysis in Dyadic Interaction. IEEE Trans. Multim. 17(7): 1107-1119 (2015) - [c94]Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan:
Modeling head motion entrainment for prediction of couples' behavioral characteristics. ACII 2015: 91-97 - [c93]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:
Quantifying EDA synchrony through joint sparse representation: A case-study of couples' interactions. ICASSP 2015: 817-821 - [c92]Md. Nasir, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Redundancy analysis of behavioral coding for couples therapy and improved estimation of behavior from noisy annotations. ICASSP 2015: 1886-1890 - [c91]Sandeep Nallan Chakravarthula, Rahul Gupta, Brian R. Baucom, Panayiotis G. Georgiou:
A language-based generative model framework for behavioral analysis of couples' therapy. ICASSP 2015: 2090-2094 - [c90]Matthew P. Black, Daniel Bone, Zisis Iason Skordilis, Rahul Gupta, Wei Xia, Pavlos Papadopoulos, Sandeep Nallan Chakravarthula, Bo Xiao, Maarten Van Segbroeck, Jangwon Kim, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Automated evaluation of non-native English pronunciation quality: combining knowledge- and data-driven features at multiple time scales. INTERSPEECH 2015: 493-497 - [c89]Sandeep Nallan Chakravarthula, Bo Xiao, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou:
Assessing empathy using static and dynamic behavior models based on therapist's language in addiction counseling. INTERSPEECH 2015: 668-672 - [c88]Jangwon Kim, Md. Nasir, Rahul Gupta, Maarten Van Segbroeck, Daniel Bone, Matthew P. Black, Zisis Iason Skordilis, Zhaojun Yang, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Automatic estimation of parkinson's disease severity from diverse speech tasks. INTERSPEECH 2015: 914-918 - [c87]Wei Xia, James Gibson, Bo Xiao, Brian R. Baucom, Panayiotis G. Georgiou:
A dynamic model for behavioral analysis of couple interactions using acoustic features. INTERSPEECH 2015: 1957-1961 - [c86]Rahul Gupta, Theodora Chaspari, Panayiotis G. Georgiou, David C. Atkins, Shrikanth S. Narayanan:
Analysis and modeling of the role of laughter in motivational interviewing based psychotherapy conversations. INTERSPEECH 2015: 1962-1966 - [c85]Bo Xiao, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Analyzing speech rate entrainment and its relation to therapist empathy in drug addiction counseling. INTERSPEECH 2015: 2489-2493 - [c84]Md. Nasir, Wei Xia, Bo Xiao, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou:
Still together?: the role of acoustic features in predicting marital outcome. INTERSPEECH 2015: 2499-2503 - [i1]Abe Kazemzadeh, James Gibson, Panayiotis G. Georgiou, Sungbok Lee, Shrikanth S. Narayanan:
A Socratic epistemology for verbal emotional intelligence. PeerJ Prepr. 3: e1292 (2015) - 2014
- [j15]Chi-Chun Lee, Athanasios Katsamanis, Matthew P. Black, Brian R. Baucom, Andrew Christensen, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Computing vocal entrainment: A signal-derived PCA-based quantification scheme with application to affect analysis in married couple interactions. Comput. Speech Lang. 28(2): 518-539 (2014) - [j14]Kartik Audhkhasi, Andreas M. Zavou, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Theoretical Analysis of Diversity in an Ensemble of Automatic Speech Recognition Systems. IEEE ACM Trans. Audio Speech Lang. Process. 22(3): 711-726 (2014) - [c83]Andreas Tsiartas, Prasanta Kumar Ghosh, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Classification of clean and noisy bilingual movie audio for speech-to-speech translation corpora design. ICASSP 2014: 121-125 - [c82]Dogan Can, James Gibson, Colin Vaz, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Barista: A framework for concurrent speech processing by usc-sail. ICASSP 2014: 3306-3310 - [c81]Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan:
Power-spectral analysis of head motion signal for behavioral modeling in human interaction. ICASSP 2014: 4593-4597 - [c80]Rahul Gupta, Panayiotis G. Georgiou, David C. Atkins, Shrikanth S. Narayanan:
Predicting client's inclination towards target behavior change in motivational interviewing and investigating the role of laughter. INTERSPEECH 2014: 208-212 - [c79]Bo Xiao, Daniel Bone, Maarten Van Segbroeck, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Modeling therapist empathy through prosody in drug addiction counseling. INTERSPEECH 2014: 213-217 - [c78]Che-Wei Huang, Bo Xiao, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Unsupervised speaker diarization using riemannian manifold clustering. INTERSPEECH 2014: 567-571 - 2013
- [j13]Emil Ettelaie, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Unsupervised data processing for classifier-based speech translator. Comput. Speech Lang. 27(2): 438-454 (2013) - [j12]JongHo Shin, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
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. Comput. Speech Lang. 27(2): 554-571 (2013) - [j11]Andreas Tsiartas, Prasanta Kumar Ghosh, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
High-quality bilingual subtitle document alignments with application to spontaneous speech translation. Comput. Speech Lang. 27(2): 572-591 (2013) - [j10]Shrikanth S. Narayanan, Panayiotis G. Georgiou:
Behavioral Signal Processing: Deriving Human Behavioral Informatics From Speech and Language. Proc. IEEE 101(5): 1203-1233 (2013) - [j9]Matthew P. Black, Athanasios Katsamanis, Brian R. Baucom, Chi-Chun Lee, Adam C. Lammert, Andrew Christensen, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Toward automating a human behavioral coding system for married couples' interactions using speech acoustic features. Speech Commun. 55(1): 1-21 (2013) - [c77]Margaret McLaughlin, Yujung Nam, Win May, Lourdes Baezconde-Garbanati, Panayiotis G. Georgiou, Zheng Ahn:
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. HCI (21) 2013: 137-146 - [c76]Samuel Kim, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
On-line genre classification of TV programs using audio content. ICASSP 2013: 798-802 - [c75]Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan:
Data driven modeling of head motion towards analysis of behaviors in couple interactions. ICASSP 2013: 3766-3770 - [c74]Andreas Tsiartas, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
A study on the effect of prosodic emphasis transfer on overall speech translation quality. ICASSP 2013: 8396-8400 - [c73]James Gibson, Bo Xiao, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
An audio-visual approach to learning salient behaviors in couples' problem solving discussions. ICME Workshops 2013: 1-4 - [c72]Bo Xiao, Panayiotis G. Georgiou, Chi-Chun Lee, Brian R. Baucom, Shrikanth S. Narayanan:
Head motion synchrony and its correlation to affectivity in dyadic interactions. ICME 2013: 1-6 - [c71]James Gibson, Maarten Van Segbroeck, Antonio Ortega, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Spectro-temporal directional derivative features for automatic speech recognition. INTERSPEECH 2013: 872-875 - [c70]Samuel Kim, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Annotation and classification of Political advertisements. INTERSPEECH 2013: 1092-1096 - [c69]Bo Xiao, Panayiotis G. Georgiou, Zac E. Imel, Davi