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Nov, 2019
语音识别的长跨度语言建模
Long-span language modeling for speech recognition
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Sarangarajan Parthasarathy, William Gale, Xie Chen, George Polovets, Shuangyu Chang
TL;DR
本文探索多句子语境下神经语言模型的应用，并介绍结合了注意力机制和LSTM的新型模型在语音识别和长跨度语言模型方面的实验结果。
Abstract
We explore
neural language modeling
for
speech recognition
where the context spans multiple sentences. Rather than encode history beyond the current sentence using a cache of words or document-level features, we
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