Sotabase

Career

· Professor, Carnegie Mellon University1986–
· PhD in Computer Science and Cognitive Science, Carnegie Mellon University1980–1986
· Master of Science (MS) in Computer Science, Massachusetts Institute of Technology1979–1980
· Bachelor of Science (BS) in Electrical Engineering, Massachusetts Institute of Technology1976–1979
· Professor, Karlsruhe Institute of Technology (KIT)

Publications (700)

Phoneme recognition using time-delay neural networks
IEEE Transactions on Acoustics Speech and Signal Processing · 1989
3,106
cited
A time-delay neural network architecture for isolated word recognition
Neural Networks · 1990
675
cited
A real-time face tracker
Proceedings Third IEEE Workshop on Applications of Computer Vision. WACV'96 · 1996
652
cited
Recognizing emotion in speech
Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96 · 1996
633
cited
Skin-Color Modeling and Adaptation
Asian Conference on Computer Vision · 1998
501
cited
Language-independent and language-adaptive acoustic modeling for speech recognition
Speech Communication · 2001
457
cited
Modular Construction of Time-Delay Neural Networks for Speech Recognition
Neural Computation · 1989
399
cited
Automatic detection and recognition of signs from natural scenes
IEEE Transactions on Image Processing · 2004
334
cited
Extracting deep bottleneck features using stacked auto-encoders
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2013
304
cited
Toward Multilingual Neural Machine Translation with Universal Encoder and Decoder
International Workshop on Spoken Language Translation · 2016
298
cited
Online handwriting recognition: the NPen++ recognizer
International Journal on Document Analysis and Recognition · 2001
279
cited
A novel objective function for improved phoneme recognition using time delay neural networks
International 1989 Joint Conference on Neural Networks · 1990
240
cited
A one-pass decoder based on polymorphic linguistic context assignment
IEEE Workshop on Automatic Speech Recognition and Understanding, 2001. ASRU '01. · 2001
237
cited
Multimodal error correction for speech user interfaces
ACM Trans. Comput. Hum. Interact. · 2001
231
cited
Natural human-robot interaction using speech, head pose and gestures
IEEE/RJS International Conference on Intelligent RObots and Systems · 2004
228
cited
Interpreting BLEU/NIST Scores: How Much Improvement do We Need to Have a Better System?
International Conference on Language Resources and Evaluation · 2004
211
cited
Modularity and scaling in large phonemic neural networks
IEEE Transactions on Acoustics Speech and Signal Processing · 1989
194
cited
Consonant recognition by modular construction of large phonemic time-delay neural networks
IEEE International Conference on Acoustics, Speech, and Signal Processing · 1989
190
cited
Comparison of acoustic model adaptation techniques on non-native speech
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2003
187
cited
Modeling focus of attention for meeting indexing based on multiple cues
IEEE Trans. Neural Networks · 2002
187
cited
Sotabase