Using Pronunciation-Based Morphological Subword Units to Improve OOV Handling in Keyword Search

IEEE/ACM Transactions on Audio, Speech, and Language Processing(2016)

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摘要
Out-of-vocabulary (OOV) keywords present a challenge for keyword search (KWS) systems especially in the low-resource setting. Previous research has centered around approaches that use a variety of subword units to recover OOV words. This paper systematically investigates morphology-based subword modeling approaches on seven low-resource languages. We show that using morphological subword units (mo...
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关键词
Vocabulary,Decoding,Keyword search,Lattices,Speech,Morphology,Training
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