Publications

Show all

2023

Hebbar, Rajat; Bose, Digbalay; Narayanan, Shrikanth

SEAR: Semantically-grounded Audio Representations Conference

ACM Multimedia , 2023.

BibTeX | Tags: computational media understanding, multimodal, self-supervision

Greer, Timothy; Shi, Xuan; Ma, Benjamin; Narayanan, Shrikanth

Creating musical features using multi-faceted, multi-task encoders based on transformers Journal Article

In: Scientific Reports, 13 (1), pp. 10713, 2023.

Abstract | BibTeX | Tags: autoencoders, music representations, self-supervision

2021

Somandepalli, Krishna; Hebbar, Rajat; Narayanan, Shrikanth

Robust Character Labeling in Movie Videos: Data Resources and Self-supervised Feature Adaptation. Journal Article

In: IEEE Transactions on Multimedia, 24 , pp. 3355 - 3368, 2021.

Abstract | Links | BibTeX | Tags: computational media understanding, face clustering, face diarization, multiview correlation, self-supervision, triplet loss, video character labeling