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Acted vs. Improvised: Domain Adaptation for Elicitation Approaches in Audio-Visual Emotion Recognition


Apr 05, 2021
Haoqi Li, Yelin Kim, Cheng-Hao Kuo, Shrikanth Narayanan

* submitted to INTERSPEECH 

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Unsupervised Speech Representation Learning for Behavior Modeling using Triplet Enhanced Contextualized Networks


Apr 01, 2021
Haoqi Li, Brian Baucom, Shrikanth Narayanan, Panayiotis Georgiou


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Front-end Diarization for Percussion Separation in Taniavartanam of Carnatic Music Concerts


Mar 04, 2021
Nauman Dawalatabad, Jilt Sebastian, Jom Kuriakose, C. Chandra Sekhar, Shrikanth Narayanan, Hema A. Murthy


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Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations


Feb 23, 2021
Nikolaos Flemotomos, Victor R. Martinez, Zhuohao Chen, Torrey A. Creed, David C. Atkins, Shrikanth Narayanan


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"Am I A Good Therapist?" Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies


Feb 22, 2021
Nikolaos Flemotomos, Victor R. Martinez, Zhuohao Chen, Karan Singla, Victor Ardulov, Raghuveer Peri, Derek D. Caperton, James Gibson, Michael J. Tanana, Panayiotis Georgiou, Jake Van Epps, Sarah P. Lord, Tad Hirsch, Zac E. Imel, David C. Atkins, Shrikanth Narayanan


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Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords


Feb 19, 2021
Prashanth Gurunath Shivakumar, Panayiotis Georgiou, Shrikanth Narayanan


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End-to-End Neural Systems for Automatic Children Speech Recognition: An Empirical Study


Feb 19, 2021
Prashanth Gurunath Shivakumar, Shrikanth Narayanan


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A Review of Speaker Diarization: Recent Advances with Deep Learning


Jan 24, 2021
Tae Jin Park, Naoyuki Kanda, Dimitrios Dimitriadis, Kyu J. Han, Shinji Watanabe, Shrikanth Narayanan


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Victim or Perpetrator? Analysis of Violent Characters Portrayals from Movie Scripts


Aug 29, 2020
Victor R Martinez, Krishna Somandepalli, Karan Singla, Anil Ramanakrishna, Yalda T. Uhls, Shrikanth Narayanan

* In 2nd workshop on Media Analytics for Societal Trends: Closing the loop with impact and affect in human-media interactions 

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Multi-Face: Self-supervised Multiview Adaptation for Robust Face Clustering in Videos


Aug 25, 2020
Krishna Somandepalli, Rajat Hebbar, Shrikanth Narayanan


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Adversarial Attack and Defense Strategies for Deep Speaker Recognition Systems


Aug 18, 2020
Arindam Jati, Chin-Cheng Hsu, Monisankha Pal, Raghuveer Peri, Wael AbdAlmageed, Shrikanth Narayanan


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Evidence of Task-Independent Person-Specific Signatures in EEG using Subspace Techniques


Jul 27, 2020
Mari Ganesh Kumar, Shrikanth Narayanan, Mriganka Sur, Hema A Murthy

* This article is submitted to IEEE Transactions on Information on Forensics and Security. Upload to arXiv was permitted by IEEE SPS Editorial Board 

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Sentence level estimation of psycholinguistic norms using joint multidimensional annotations


May 20, 2020
Anil Ramakrishna, Shrikanth Narayanan

* 5 pages, 4 figures, submitted to Interspeech 2020 

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Feature Fusion Strategies for End-to-End Evaluation of Cognitive Behavior Therapy Sessions


May 15, 2020
Zhuohao Chen, Nikolaos Flemotomos, Victor Ardulov, Torrey A. Creed, Zac E. Imel, David C. Atkins, Shrikanth Narayanan

* Submitted to Interspeech 2020 

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Screenplay Quality Assessment: Can We Predict Who Gets Nominated?


May 13, 2020
Ming-Chang Chiu, Tiantian Feng, Xiang Ren, Shrikanth Narayanan

* 4 pages, 3 figures, accepted to ACL NUSE workshop 2020 

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Generalized Multi-view Shared Subspace Learning using View Bootstrapping


May 12, 2020
Krishna Somandepalli, Shrikanth Narayanan


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Joint Multi-Dimensional Model for Global and Time-Series Annotations


May 06, 2020
Anil Ramakrishna, Rahul Gupta, Shrikanth Narayanan

* 17 pages, 11 figures, currently in final rounds of review at IEEE Transactions of Affective Computing 

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Speaker Diarization with Lexical Information


Apr 13, 2020
Tae Jin Park, Kyu J. Han, Jing Huang, Xiaodong He, Bowen Zhou, Panayiotis Georgiou, Shrikanth Narayanan

* Interspeech 2019, 391-395 

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A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification


Mar 26, 2020
Zhuohao Chen, Singla Karan, David C. Atkins, Zac E Imel, Shrikanth Narayanan

* add a proposition and a proof of it, correct typos 

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Crossmodal learning for audio-visual speech event localization


Mar 09, 2020
Rahul Sharma, Krishna Somandepalli, Shrikanth Narayanan


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Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap


Mar 05, 2020
Tae Jin Park, Kyu J. Han, Manoj Kumar, Shrikanth Narayanan

* T. J. Park, K. J. Han, M. Kumar and S. Narayanan, "Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap," in IEEE Signal Processing Letters, 2020 

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An analysis of observation length requirements for machine understanding of human behaviors in spoken language


Nov 29, 2019
Sandeep Nallan Chakravarthula, Brian Baucom, Shrikanth Narayanan, Panayiotis Georgiou

* added discussion for cross-model results; general revisions and corrections; removed paragraph summaries; converted to PeerJ CS format 

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An analysis of observation length requirements in spoken language for machine understanding of human behaviors


Nov 21, 2019
Sandeep Nallan Chakravarthula, Brian Baucom, Shrikanth Narayanan, Panayiotis Georgiou


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Learning Behavioral Representations from Wearable Sensors


Nov 16, 2019
Nazgol Tavabi, Homa Hosseinmardi, Jennifer L. Villatte, Andrés Abeliuk, Shrikanth Narayanan, Emilio Ferrara, Kristina Lerman


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Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting


Nov 10, 2019
Arindam Jati, Amrutha Nadarajan, Karel Mundnich, Shrikanth Narayanan

* The paper is submitted to IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020 

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Speaker-invariant Affective Representation Learning via Adversarial Training


Nov 04, 2019
Haoqi Li, Ming Tu, Jing Huang, Shrikanth Narayanan, Panayiotis Georgiou

* 5 pages 

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Learning Domain Invariant Representations for Child-Adult Classification from Speech


Oct 25, 2019
Rimita Lahiri, Manoj Kumar, Somer Bishop, Shrikanth Narayanan

* Submitted to ICASSP 2020 

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Incremental Online Spoken Language Understanding


Oct 23, 2019
Prashanth Gurunath Shivakumar, Naveen Kumar, Panayiotis Georgiou, Shrikanth Narayanan


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