Jaejun Lee

JavaScript Convolutional Neural Networks for Keyword Spotting in the Browser: An Experimental Analysis

2018 · arXiv (Cornell University)

Used for simple commands recognition on devices from smart routers to mobile phones, keyword spotting systems are everywhere. Ubiquitous as well are web applications, which have grown in popularity and complexity over the last decade …

DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference

2020

Large-scale pre-trained language models such as BERT have brought significant improvements to NLP applications. However, they are also notorious for being slow in inference, which makes them difficult to deploy in realtime applications. We propose …