Jonathan Le Roux

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

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

The second ‘chime’ speech separation and recognition challenge: Datasets, tasks and baselines

Emmanuel Vincent, Jon Barker, Shinji Watanabe et al. · 2013 · 326 citations

Engineering, Machine Learning, Speech Recognition +20

Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks

Hakan Erdoğan, John R. Hershey, Shinji Watanabe et al. · 2016 · 324 citations

Engineering, Speech Processing, Inverse Problems +4

Discriminatively trained recurrent neural networks for single-channel speech separation

Felix Weninger, John R. Hershey, Jonathan Le Roux et al. · 2014 · 293 citations · Full text

Source Separation, Dnn Training, Deep Neural Networks +15