Kernel approximation methods for speech recognition

MayAvner,GarakaniAlireza Bagheri, LuZhiyun, GuoDong, LiuKuan, BelletAurélien, FanLinxi, CollinsMichael, HsuDaniel, KingsburyBrian, PichenyMichael, ShaFei

Journal of Machine Learning Research（2019）

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摘要

We study the performance of kernel methods on the acoustic modeling task for automatic speech recognition, and compare their performance to deep neural networks (DNNs). To scale the kernel methods ...

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