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Oct, 2022
自动语音识别的单调分段注意力
Monotonic segmental attention for automatic speech recognition
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Albert Zeyer, Robin Schmitt, Wei Zhou, Ralf Schlüter, Hermann Ney
TL;DR
提出了一种新颖的分段-关注模型用于自动语音识别,使用分段关注避免全局关注的二次运行时间，更好地控制长序列，最终实现流式处理。
Abstract
We introduce a novel
segmental-attention
model for
automatic speech recognition
. We restrict the decoder attention to segments to avoid quadratic runtime of global attention, better generalize to long sequences,
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