Sotabase

Career

· VP, AI And Applied Science, Oracle2025–
· Director Of Applied Science, Amazon Web Services (AWS)2021–2025
· Principal Research Scientist, Amazon Web Services2018–2021
· Research Professor, University of Washington2001–2019

Publications (159)

Masked Language Model Scoring
Annual Meeting of the Association for Computational Linguistics · 2019
551
cited
Self-Supervised Speech Representation Learning: A Review
IEEE Journal on Selected Topics in Signal Processing · 2022
456
cited
Factored Language Models and Generalized Parallel Backoff
North American Chapter of the Association for Computational Linguistics · 2003
329
cited
Robust speech recognition using articulatory information
1998
231
cited
Combining acoustic and articulatory feature information for robust speech recognition
Speech Communication · 2002
198
cited
Novel approaches to Arabic speech recognition: report from the 2002 Johns-Hopkins Summer Workshop
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2003
152
cited
Deep Contextualized Acoustic Representations for Semi-Supervised Speech Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2019
145
cited
Landmark-based speech recognition: report of the 2004 Johns Hopkins summer workshop
Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005. · 2005
132
cited
Submodular subset selection for large-scale speech training data
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2014
127
cited
Morphology-based language modeling for arabic speech recognition
Interspeech · 2004
126
cited
Automatic Diacritization of Arabic for Acoustic Modeling in Speech Recognition
2004
124
cited
Self-attention Networks for Connectionist Temporal Classification in Speech Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2019
123
cited
Combining articulatory and acoustic information for speech recognition in noisy and reverberant environments
ICSLP · 1998
122
cited
Morphology-based language modeling for conversational Arabic speech recognition
Computer Speech and Language · 2006
118
cited
Learning to rank with partially-labeled data
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2008
112
cited
The Vocal Joystick: A Voice-Based Human-Computer Interface for Individuals with Motor Impairments
Human Language Technology - The Baltic Perspectiv · 2005
111
cited
Factored Neural Language Models
North American Chapter of the Association for Computational Linguistics · 2006
107
cited
Development of machine translation technology for assisting health communication: A systematic review
Journal of Biomedical Informatics · 2018
97
cited
Recent innovations in speech-to-text transcription at SRI-ICSI-UW
IEEE Transactions on Audio, Speech, and Language Processing · 2006
96
cited
Using Document Summarization Techniques for Speech Data Subset Selection
North American Chapter of the Association for Computational Linguistics · 2013
93
cited
Sotabase
Katrin Kirchhoff | Researcher Profile | Sotabase | Sotabase