Jonathan Le Roux
Mitsubishi Electric (United States)(US)
Publications by Year
Research Areas
Speech and Audio Processing, Music and Audio Processing, Speech Recognition and Synthesis, Advanced Adaptive Filtering Techniques, Blind Source Separation Techniques
Most-Cited Works
- → Deep clustering: Discriminative embeddings for segmentation and separation(2016)1,405 cited
- → Phase-sensitive and recognition-boosted speech separation using deep recurrent neural networks(2015)698 cited
- → The second ‘chime’ speech separation and recognition challenge: Datasets, tasks and baselines(2013)327 cited
- → Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks(2016)324 cited
- → Discriminatively trained recurrent neural networks for single-channel speech separation(2014)293 cited
- → Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation(2018)262 cited
- → Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures(2014)254 cited
- → Phase Processing for Single-Channel Speech Enhancement: History and recent advances(2015)242 cited
- → Alternative Objective Functions for Deep Clustering(2018)204 cited
- → Deep clustering and conventional networks for music separation: Stronger together(2017)177 cited