Publications

2021

Baruah, Sabyasachee; Chakravarthula, Sandeep Nallan; Narayanan, Shrikanth

Annotation and Evaluation of Coreference Resolution in Screenplays Inproceedings

pp. 2004–2010, Association for Computational Linguistics, 2021.

Abstract | Links | BibTeX | Tags: coreference resolution

Somandepalli, Krishna; Hebbar, Rajat; Narayanan, Shrikanth S

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

IEEE Transactions on Multimedia, 2021, ISSN: 1520-9210.

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Hebbar, Rajat; Somandepalli, Krishna; Peri, Raghuveer; Travadi, Ruchir; Tuplin, Tracy; Rivera, Fernando; Narayanan, Shrikanth

A Computational Tool to Study Vocal Participation of Women in UN-ITU Meetings Inproceedings

2021 International Conference on Content-Based Multimedia Indexing (CBMI), pp. 1–4, IEEE 2021.

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Knox, Dillon; Greer, Timothy; Ma, Benjamin; Kuo, Emily; Somandepalli, Krishna; Narayanan, Shrikanth

Loss Function Approaches for Multi-label Music Tagging Inproceedings

2021 International Conference on Content-Based Multimedia Indexing (CBMI), pp. 1–4, IEEE 2021.

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Ma, Benjamin; Greer, Timothy; Knox, Dillon; Narayanan, Shrikanth

A computational lens into how music characterizes genre in film Journal Article

PloS one, 16 (4), pp. e0249957, 2021.

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Somandepalli, Krishna; Guha, Tanaya; Martinez, Victor R; Kumar, Naveen; Adam, Hartwig; Narayanan, Shrikanth

Computational media intelligence: human-centered machine analysis of media Journal Article

Proceedings of the IEEE, 2021.

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Baruah, Sabyasachee; Somandepalli, Krishna; Narayanan, Shrikanth

Representation of professions in entertainment media: Insights into frequency and sentiment trends through computational text analysis Miscellaneous

2021.

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2020

Ramakrishna, Anil Kumar; Gupta, Rahul; Narayanan, Shrikanth

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

IEEE Transactions on Affective Computing, 2020.

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Martinez, Victor; Somandepalli, Krishna; Tehranian-Uhls, Yalda; Narayanan, Shrikanth

Joint Estimation and Analysis of Risk Behavior Ratings in Movie Scripts Inproceedings

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 4780–4790, 2020.

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Narayanan, Shrikanth S; Madni, Asad M

Inclusive Human centered Machine Intelligence Journal Article

The Bridge, 50 , pp. 113-116, 2020.

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2019

Somandepalli, Krishna; Kumar, Naveen; Travadi, Ruchir; Narayanan, Shrikanth

Multimodal representation learning using deep multiset canonical correlation Journal Article

arXiv preprint arXiv:1904.01775, 2019.

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Somandepalli, Krishna; Narayanan, Shrikanth

Reinforcing self-expressive representation with constraint propagation for face clustering in movies Inproceedings

ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4065–4069, IEEE 2019.

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Hebbar, Rajat; Somandepalli, Krishna; Narayanan, Shrikanth

Robust speech activity detection in movie audio: Data resources and experimental evaluation Inproceedings

ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4105–4109, IEEE 2019.

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Sharma, Rahul; Somandepalli, Krishna; Narayanan, Shrikanth

Toward visual voice activity detection for unconstrained videos Inproceedings

2019 IEEE International Conference on Image Processing (ICIP), pp. 2991–2995, IEEE 2019.

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Martinez, Victor R; Somandepalli, Krishna; Singla, Karan; Ramakrishna, Anil; Uhls, Yalda T; Narayanan, Shrikanth

Violence rating prediction from movie scripts Inproceedings

Proceedings of the AAAI Conference on Artificial Intelligence, pp. 671–678, 2019.

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2018

Somandepalli, Krishna; Martinez, Victor; Kumar, Naveen; Narayanan, Shrikanth

Multimodal Representation of Advertisements Using Segment-Level Autoencoders Inproceedings

Proceedings of the 20th ACM International Conference on Multimodal Interaction, pp. 418–422, Association for Computing Machinery, Boulder, CO, USA, 2018, ISBN: 9781450356923.

Abstract | Links | BibTeX | Tags: advertisements, autoencoders, multimodal joint representation

Hebbar, Rajat; Somandepalli, Krishna; Narayanan, Shrikanth

Improving Gender Identification in Movie Audio Using Cross-Domain Data Inproceedings

Proc. Interspeech 2018, pp. 282–286, 2018.

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Somandepalli, Krishna; Kumar, Naveen; Guha, Tanaya; Narayanan, Shrikanth S

Unsupervised Discovery of Character Dictionaries in Animation Movies Journal Article

IEEE Transactions on Multimedia, 20 (3), pp. 539-551, 2018.

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2017

Ramakrishna, Anil; 'i, Victor Mart R; Malandrakis, Nikolaos; Singla, Karan; Narayanan, Shrikanth

Linguistic analysis of differences in portrayal of movie characters Inproceedings

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 1669–1678, Vancouver, Canada, 2017.

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2016

Goyal, Ankit; Kumar, Naveen; Guha, Tanaya; Narayanan, Shrikanth S

A multimodal mixture-of-experts model for dynamic emotion prediction in movies Inproceedings

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2822-2826, 2016.

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Nasir, Md; Kumar, Naveen; Georgiou, Panayiotis; Narayanan, Shrikanth S

Robust Multichannel Gender Classification from Speech in Movie Audio Inproceedings

Proceedings of Interspeech, 2016.

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Tadimari, Adarsh; Kumar, Naveen; Guha, Tanaya; Narayanan, Shrikanth S

Opening big in box office? Trailer content can help Inproceedings

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2777-2781, 2016.

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2015

Guha, Tanaya; Kumar, Naveen; Narayanan, Shrikanth S; Smith, Stacy L

Computationally deconstructing movie narratives: An informatics approach Inproceedings

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2264-2268, 2015.

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Guha, Tanaya; Huang, Che-Wei; Kumar, Naveen; Zhu, Yan; Narayanan, Shrikanth S

Gender Representation in Cinematic Content: A Multimodal Approach Inproceedings

Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, pp. 31–34, Association for Computing Machinery, Seattle, Washington, USA, 2015, ISBN: 9781450339124.

Abstract | Links | BibTeX | Tags: content analysis, gender representation, movie, multimodal