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Ashutosh Varshney

2 accepted papers

2025

AMuSE: Attentive Multilingual Speech Encoding for Zero-Prior ASR

ICASSP 2025accepted

Multilingual ASR offers training, deployment and overall performance benefits, but models trained via simple data pooling are known to suffer from cross-lingual interference. Oracle language information (exact-prior) and language-specific parameters are usually leveraged to overcome this, but such a…

Cited by 0SourceScholar
2021

Semi-Supervised Action Recognition With Temporal Contrastive Learning

CVPR 2021poster

Learning to recognize actions from only a handful of labeled videos is a challenging problem due to the scarcity of tediously collected activity labels. We approach this problem by learning a two-pathway temporal contrastive model using unlabeled videos at two different speeds leveraging the fact th…

Cited by 134PDFcodeScholar