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Jul, 2019
一种高效的分布式深度学习系统用于自动语音识别
A Highly Efficient Distributed Deep Learning System For Automatic Speech Recognition
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Wei Zhang, Xiaodong Cui, Ulrich Finkler, George Saon, Abdullah Kayi...
TL;DR
通过异步分布式 SGD 训练 ADPSGD 算法实现自动语音识别(ASR)系统可处理更大的 batch size,进而大规模训练 SWB-2000 数据集, 提高了模型准确率并刷新了文献报道以往最快的 ASR 训练系统。
Abstract
Modern
automatic speech recognition
(ASR) systems rely on
distributed deep learning
to for quick
training
completion. To enable efficient
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