Björn Hoffmeister

Speech Processing for Digital Home Assistants: Combining Signal Processing With Deep-Learning Techniques

Reinhold Haeb‐Umbach, Shinji Watanabe, Tomohiro Nakatani et al. · IEEE Signal Processing Magazine · 2019 · 152 citations

Artificial Intelligence, Engineering, Machine Learning +16

Multi-Task Learning and Weighted Cross-Entropy for DNN-Based Keyword Spotting

Sankaran Panchapagesan, Ming Sun, Aparna Khare et al. · 2016 · 149 citations

Engineering, Data Science, Pattern Recognition +5

The RWTH aachen university open source speech recognition system

David Rybach, Christian Gollan, Georg Heigold et al. · 2009 · 91 citations

Engineering, Machine Learning, Acoustic Model Training +16

Monophone-Based Background Modeling for Two-Stage On-Device Wake Word Detection

Minhua Wu, Sankaran Panchapagesan, Ming Sun et al. · 2018 · 76 citations

Engineering, Machine Learning, Amazon Echo +20

LatticeRnn: Recurrent Neural Networks Over Lattices

Faisal Ladhak, Ankur Gandhe, Markus Dreyer et al. · 2016 · 70 citations

Sequence Modelling, Engineering, Machine Learning +3