no code implementations • 16 Oct 2018 • Jinxi Guo, Ning Xu, Kailun Qian, Yang Shi, Kaiyuan Xu, Ying-Nian Wu, Abeer Alwan
Experimental results using the NIST SRE 2010 dataset show that both methods provide significant improvement and result in a max of 28. 43% relative improvement in Equal Error Rates from a baseline system, when using deep encoder with residual blocks and adding an additional phoneme vector.
no code implementations • 19 Dec 2014 • Jifeng Dai, Yang Lu, Ying-Nian Wu
(2) We propose a generative gradient for pre-training CNNs by a non-parametric importance sampling scheme, which is fundamentally different from the commonly used discriminative gradient, and yet has the same computational architecture and cost as the latter.
no code implementations • 27 May 2014 • Zhuowen Tu, Piotr Dollar, Ying-Nian Wu
Many the solutions to the problem require to perform logic operations such as `and', `or', and `not'.