most citedLipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition

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eess.AS2024★ 1 cited

LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition

Sreyan Ghosh, Sonal Kumar, Ashish Seth +4

Visual cues, like lip motion, have been shown to improve the performance of Automatic Speech Recognition (ASR) systems in noisy environments. We propose LipGER (Lip Motion aided Ge…

eess.AS2023

UNFUSED: UNsupervised Finetuning Using SElf supervised Distillation

Ashish Seth, Sreyan Ghosh, S. Umesh +1

In this paper, we introduce UnFuSeD, a novel approach to leverage self-supervised learning and reduce the need for large amounts of labeled data for audio classification. Unlike pr…