Hemant Yadav — accepted AI-conference papers

2023

Analysing the Masked Predictive Coding Training Criterion for Pre-Training a Speech Representation Model

Hemant Yadav, Sunayana Sitaram, Rajiv Ratn Shah

ICASSP 2023accepted

Recent developments in pre-trained speech representation utilizing self-supervised learning (SSL) have yielded exceptional results on a variety of downstream tasks. One such technique, known as masked predictive coding (MPC), has been employed by some of the most high-performing models. In this stud…

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2023

Mask-Net: Learning Context Aware Invariant Features Using Adversarial Forgetting (Student Abstract)

Hemant Yadav, Rajiv Ratn Shah

AAAI 2023technical

Training a robust system, e.g., Speech to Text (STT), requires large datasets. Variability present in the dataset, such as unwanted nuances and biases, is the reason for the need for large datasets to learn general representations. In this work, we propose a novel approach to induce invariance using…

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