John R. Hershey

Deep clustering: Discriminative embeddings for segmentation and separation

John R. Hershey, Zhuo Chen, Jonathan Le Roux et al. · 2016 · 1.4K citations

Source Separation, Single-channel Mixtures, Engineering +16

Approximating the Kullback Leibler Divergence Between Gaussian Mixture Models

John R. Hershey, Peder A. Olsen · 2007 · 1.2K citations

Mixture Distribution, Image Analysis, Machine Learning +14

Hybrid CTC/Attention Architecture for End-to-End Speech Recognition

Shinji Watanabe, Takaaki Hori, Suyoun Kim et al. · IEEE Journal of Selected Topics in Signal Processing · 2017 · 804 citations

Engineering, Machine Learning, Neural Network +20

Phase-sensitive and recognition-boosted speech separation using deep recurrent neural networks

Hakan Erdoğan, John R. Hershey, Shinji Watanabe et al. · 2015 · 697 citations

Engineering, Machine Learning, Speech Enhancement +16

Attention-Based Multimodal Fusion for Video Description

Chiori Hori, Takaaki Hori, Teng‐Yok Lee et al. · 2017 · 391 citations

Engineering, Machine Learning, Video Summarization +18