no code implementations • 4 Jun 2022 • Munender Varshney, Ravindra Yadav, Vinay P. Namboodiri, Rajesh M Hegde
This work aims to understand the correlation/mapping between speech and the sequence of lip movement of individual speakers in an unconstrained and large vocabulary.
no code implementations • 26 May 2020 • Rajat, Munender Varshney, Pravendra Singh, Vinay P. Namboodi
The approach we adopt is one of active learning, i. e., incrementally selecting a set of samples that need supervision based on the current model, obtaining supervision for these samples, retraining the model with the additional set of supervised samples and proceeding again to select the next set of samples.
no code implementations • 5 Jan 2020 • Pravendra Singh, Munender Varshney, Vinay P. Namboodiri
In this paper, we have proposed a cooperative initialization for training the deep network using ReLU activation function to improve the network performance.