Sotabase

Career

· Co-Founder And Chief Technology Officer, Proxy AI Labs2025–
· Technical Advisor, Danti AI2024–
· Technical Advisor, Oumi2024–
· Technical Advisor, SymTrain2024–
· Technical Advisor, GamePlanner.AI2021–2023
· Professor Of ECE And Interactive Computing, Georgia Institute of Technology2021–
· Technical Advisor, Otter.ai2021–2023
· Senior Vice President, Head Of Bixby North America, Samsung Research America (SRA)2019–2021
· President And Chief Executive Officer, Viv Labs2019–2021
· Senior Vice President Research, Samsung Research America (SRA)2017–2019
· Chairman ECE Advisory Board, College Of Engineering Advisory Board, Georgia Institute of Technology1992–

Publications (132)

Learning deep structured semantic models for web search using clickthrough data
International Conference on Information and Knowledge Management · 2013
2,188
cited
Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding
IEEE/ACM Transactions on Audio Speech and Language Processing · 2015
584
cited
Class-incremental Learning via Deep Model Consolidation
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2019
372
cited
MSR Identity Toolbox v1.0: A MATLAB Toolbox for Speaker Recognition Research
2013
244
cited
What is left to be understood in ATIS?
2010 IEEE Spoken Language Technology Workshop · 2010
244
cited
Contextual LSTM (CLSTM) models for Large scale NLP tasks
arXiv.org · 2016
218
cited
Building a Conversational Agent Overnight with Dialogue Self-Play
arXiv.org · 2018
205
cited
Modeling dynamic prosodic variation for speaker verification
ICSLP · 1998
184
cited
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems
North American Chapter of the Association for Computational Linguistics · 2018
171
cited
A model-based transformational approach to robust speaker recognition
Interspeech · 2000
141
cited
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling
Interspeech · 2017
134
cited
(Almost) Zero-Shot Cross-Lingual Spoken Language Understanding
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2018
119
cited
Robust text-independent speaker identification over telephone channels
IEEE Transactions on Speech and Audio Processing · 1999
115
cited
Scalable multi-domain dialogue state tracking
Automatic Speech Recognition & Understanding · 2017
113
cited
RILOD: near real-time incremental learning for object detection at the edge
IFIP International Information Security Conference · 2019
107
cited
Robustness to telephone handset distortion in speaker recognition by discriminative feature design
Speech Communication · 2000
101
cited
A lognormal tied mixture model of pitch for prosody based speaker recognition
EUROSPEECH · 1997
95
cited
Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation
arXiv.org · 2015
93
cited
Handset-dependent background models for robust text-independent speaker recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing · 1997
88
cited
Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding
Interspeech · 2016
79
cited
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