2016

DNN architecture

Ying Zhang et al. Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks

ICLR2017: OUTRAGEOUSLY LARGE NEURAL NETWORKS: THE SPARSELY-GATED MIXTURE-OF-EXPERTS LAYER

lightRNN from microsoft

Kaiming He et al. Deep Residual Learning for Image Recognition

Wei-Ning Hsu et al. Exploiting Depth and Highway Connections in Convolutional Recurrent Deep Neural Networks for Speech Recognition

Visualization

Visualizing and Understanding Genomic Sequences Using Deep Neural Networks

On the Role of Nonlinear Transformations in Deep Neural Network Acoustic Models

Speaker recognition

INTERSPEECH 2016 Fri-O-2-2 :Special Session: The RedDots Challenge: Towards Characterizing Speakers from Short Utterances

INTERSPEECH 2016 Fri-O-3-2 : Special Session: The Speakers in the Wild (SITW) Speaker Recognition Challenge

Review

• Zhiyuan Tang 20160520 - ICASSP 2016 summary
• Zhiyuan Tang 20160802 - Visualizing, Measuring and Understanding Neural Networks: A Brief Survey