Search Results for author: Debmalya Chakrabarty

Found 2 papers, 0 papers with code

Multi-Modal Pre-Training for Automated Speech Recognition

no code implementations12 Oct 2021 David M. Chan, Shalini Ghosh, Debmalya Chakrabarty, Björn Hoffmeister

Traditionally, research in automated speech recognition has focused on local-first encoding of audio representations to predict the spoken phonemes in an utterance.

Language Modelling Masked Language Modeling +3

Knowledge Distillation and Data Selection for Semi-Supervised Learning in CTC Acoustic Models

no code implementations10 Aug 2020 Prakhar Swarup, Debmalya Chakrabarty, Ashtosh Sapru, Hitesh Tulsiani, Harish Arsikere, Sri Garimella

Semi-supervised learning (SSL) is an active area of research which aims to utilize unlabelled data in order to improve the accuracy of speech recognition systems.

Knowledge Distillation speech-recognition +1

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