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Jeff Cai

2 accepted papers

2022

Flashlight: Enabling Innovation in Tools for Machine Learning

ICML 2022spotlight

As the computational requirements for machine learning systems and the size and complexity of machine learning frameworks increases, essential framework innovation has become challenging. While computational needs have driven recent compiler, networking, and hardware advancements, utilization of tho…

2019

Wav2Letter++: A Fast Open-source Speech Recognition System

ICASSP 2019accepted

This paper introduces wav2letter++, a fast open-source deep learning speech recognition framework. wav2letter++ is written entirely in C++, and uses the ArrayFire tensor library for maximum efficiency. We explain the architecture and design of the wav2letter++ system and compare it to other major op…

Cited by 0SourceScholar