Search Results for author: Hitesh Tulsiani

Found 3 papers, 1 papers with code

Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition

1 code implementation4 Jan 2024 David M. Chan, Shalini Ghosh, Hitesh Tulsiani, Ariya Rastrow, Björn Hoffmeister

We demonstrate that our CLC family of approaches can improve the performance of ASR models on OD3, a new public large-scale semi-synthetic meta-dataset of audio task-oriented dialogues, by up to 19. 2%.

Attribute Automatic Speech Recognition +4

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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