Beyond Audio Quality: Understanding and Improving Voice Communication With Low-Resource Deep Learning

Q Fu - 2023 - search.proquest.com
This paper presents an investigation into the utilization of low-resource deep learning to
improve the quality of voice communication in various contexts. The study proposes the …

Deep Learning Models on CPUs: A Methodology for Efficient Training

Q Fu, R Chukka, K Achorn, T Atta-fosu… - arXiv preprint arXiv …, 2022 - arxiv.org
GPUs have been favored for training deep learning models due to their highly parallelized
architecture. As a result, most studies on training optimization focus on GPUs. There is often …

[HTML][HTML] 2 Method Summary

Q Fu, R Chukka, K Achorn, T Atta-fosu, DR Canchi… - journal.riverpublishers.com
This section summarizes the method component of our contribution for optimizing training on
CPUs. Our goal is to provide a structured approach for users to optimize training DL models …