Michiel Bacchiani

Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition

Tara N. Sainath, Ron J. Weiss, Kevin Wilson et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2017 · 238 citations

Engineering, Machine Learning, Speech Enhancement +19

Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home

Chanwoo Kim, Ananya Misra, K. K. Chin et al. · 2017 · 236 citations

Engineering, Health Sciences, Deep Learning +12

Acoustic Modeling for Google Home

Bo Li, Tara N. Sainath, Arun Narayanan et al. · 2017 · 187 citations

Music, Engineering, Google Home +4

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling

Jonathan Shen, Patrick Nguyen, Yonghui Wu et al. · arXiv (Cornell University) · 2019 · 183 citations · Full text

Engineering, Machine Learning, Tensorflow Framework +16

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