Hagen Soltau

Speaker adaptation of neural network acoustic models using i-vectors

George Saon, Hagen Soltau, D. Nahamoo et al. · 2013 · 605 citations

Engineering, Machine Learning, Regular Acoustic Features +16

Deep Convolutional Neural Networks for Large-scale Speech Tasks

Tara N. Sainath, Brian Kingsbury, George Saon et al. · Neural Networks · 2014 · 497 citations

Engineering, Large-scale Speech Tasks, Robust Speech Recognition +5

Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition

Hagen Soltau, Hank Liao, Haşim Sak · 2017 · 298 citations

Engineering, Machine Learning, Spoken Language Processing +19

fMPE: Discriminatively Trained Features for Speech Recognition

Daniel Povey, Brian Kingsbury, Lidia Mangu et al. · 2006 · 278 citations

Engineering, Machine Learning, Minimum Phone Error +17

Scalable minimum Bayes risk training of deep neural network acoustic models using distributed hessian-free optimization

Brian Kingsbury, Tara N. Sainath, Hagen Soltau · 2012 · 220 citations

Model Optimization, Neural Scaling Law, Hessian-free Optimization +7