Publications

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2023

Bose, Digbalay; Hebbar, Rajat; Feng, Tiantian; Somandepalli, Krishna; Xu, Anfeng; Narayanan, Shrikanth

MM-AU: Towards Multimodal Understanding of Advertisement Videos Conference

ACM Multimedia , 2023.

BibTeX | Tags: advertisements, computational media understanding, content analysis, multimedia understanding, multimodal

Sharma, Rahul; Narayanan, Shrikanth

Audio-Visual Activity Guided Cross-Modal Identity Association for Active Speaker Detection Journal Article

In: IEEE Open Journal of Signal Processing , pp. 225-232, 2023.

Abstract | Links | BibTeX | Tags: active speaker localization, computational media understanding, cross-modal learning, multimedia understanding

Bose, Digbalay; Hebbar, Rajat; Somandepalli, Krishna; Narayanan, Shrikanth

Contextually-rich human affect perception using multimodal scene information Conference

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , 2023.

Abstract | Links | BibTeX | Tags: emotion recognition, multimedia understanding, multimodal

Avramidis, Kleanthis; Stewart, Shanti; Narayanan, Shrikanth

On the Role of Visual Context in Enriching Music Representations Conference

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , 2023.

Abstract | Links | BibTeX | Tags: multimedia understanding, multimodal, music representations

Baruah, Sabyasachee; Narayanan, Shrikanth

Character Coreference Resolution in Movie Screenplays Inproceedings

In: Findings of the Association for Computational Linguistics: ACL 2023, pp. 10300–10313, 2023.

Abstract | BibTeX | Tags: content analysis, coreference resolution, multimedia understanding

2022

Martinez, Victor; Somandepalli, Krishna; Narayanan, Shrikanth

Boys don’t cry (or kiss or dance): A computational linguistic lens into gendered actions in film Journal Article

In: PLoS One, 2022.

Abstract | BibTeX | Tags: gendered analysis, multimedia understanding, semantic role labeling