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Shrikanth Narayanan

Signal Analysis and Interpretation Lab, University of Southern California, Information Science Institute, University of Southern California

Using Emotion Embeddings to Transfer Knowledge Between Emotions, Languages, and Annotation Formats


Oct 31, 2022
Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan

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* 5 pages 

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Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion


Oct 28, 2022
Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan

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* 5 pages, 1 figure 

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On the Role of Visual Context in Enriching Music Representations


Oct 28, 2022
Kleanthis Avramidis, Shanti Stewart, Shrikanth Narayanan

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* 5 pages, 4 figures, 1 table 

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Multimodal Estimation of Change Points of Physiological Arousal in Drivers


Oct 28, 2022
Kleanthis Avramidis, Tiantian Feng, Digbalay Bose, Shrikanth Narayanan

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* 5 pages, 3 tables, 4 figures 

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Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios


Oct 25, 2022
Zhuohao Chen, Nikolaos Flemotomos, Zac E. Imel, David C. Atkins, Shrikanth Narayanan

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* Accepted to appear at Findings of EMNLP 2022 

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Unsupervised active speaker detection in media content using cross-modal information


Sep 24, 2022
Rahul Sharma, Shrikanth Narayanan

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* Under review at IEEE Transactions on Image Processing 

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The 2022 Far-field Speaker Verification Challenge: Exploring domain mismatch and semi-supervised learning under the far-field scenario


Sep 16, 2022
Xiaoyi Qin, Ming Li, Hui Bu, Shrikanth Narayanan, Haizhou Li

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The 2022 Far-field Speaker Verification Challenge: Exploring domain mismatch and semi-supervised learning under the far-field scenarios


Sep 12, 2022
Xiaoyi Qin, Ming Li, Hui Bu, Shrikanth Narayanan, Haizhou Li

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VAuLT: Augmenting the Vision-and-Language Transformer with the Propagation of Deep Language Representations


Aug 18, 2022
Georgios Chochlakis, Tejas Srinivasan, Jesse Thomason, Shrikanth Narayanan

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* 10 pages, 1 figure 

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Automating Detection of Papilledema in Pediatric Fundus Images with Explainable Machine Learning


Jul 10, 2022
Kleanthis Avramidis, Mohammad Rostami, Melinda Chang, Shrikanth Narayanan

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* 5 pages, 4 figures, 2 tables, 2022 IEEE International Conference on Image Processing (ICIP) 

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