Search Results for author: Bharat Venkitesh

Found 2 papers, 1 papers with code

Exploring Low Rank Training of Deep Neural Networks

no code implementations27 Sep 2022 Siddhartha Rao Kamalakara, Acyr Locatelli, Bharat Venkitesh, Jimmy Ba, Yarin Gal, Aidan N. Gomez

Training deep neural networks in low rank, i. e. with factorised layers, is of particular interest to the community: it offers efficiency over unfactorised training in terms of both memory consumption and training time.

A Simplified Fully Quantized Transformer for End-to-end Speech Recognition

4 code implementations9 Nov 2019 Alex Bie, Bharat Venkitesh, Joao Monteiro, Md. Akmal Haidar, Mehdi Rezagholizadeh

While significant improvements have been made in recent years in terms of end-to-end automatic speech recognition (ASR) performance, such improvements were obtained through the use of very large neural networks, unfit for embedded use on edge devices.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

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