A Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition

Zhiyun Lu, Dong Guo, Alireza Bagheri Garakani +8

We study large-scale kernel methods for acoustic modeling and compare to DNNs on performance metrics related to both acoustic modeling and recognition. Measuring perplexity and fra…