Sotabase

Career

· Director, International Computer Science Institute (ICSI)2024–
· Research Scientist, Google2014–2023
· Affiliate Professor, University of Washington2014–
· Senior Research Scientist, Microsoft Research2012–2014
· Senior Research Scientist, Yahoo! Research2005–2012
· Research Staff Member, IBM Research - Almaden2000–2005
· Member of the Research Staff, Interval Research1994–2000
· Senior Research Scientist, Apple Computer1988–1994
· Adjunct Professor / Consulting Professor, CCRMA, Stanford University1988–
· Member of the Research Staff, Schlumberger Palo Alto Research1985–1988
· Intern, Bell Laboratories1978–1980
· M.S.E.E., Electrical Engineering, Purdue University1977–1981
· Ph.D., Electrical Engineering, Purdue University1977–1985

Publications (174)

Principles of computerized tomographic imaging
Classics in applied mathematics · 2001
3,476
cited
CNN architectures for large-scale audio classification
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2016
2,835
cited
Construction and evaluation of a robust multifeature speech/music discriminator
IEEE International Conference on Acoustics, Speech, and Signal Processing · 1997
1,029
cited
Video Rewrite: Driving Visual Speech with Audio
International Conference on Computer Graphics and Interactive Techniques · 1997
798
cited
Attentional Selection in a Cocktail Party Environment Can Be Decoded from Single-Trial EEG.
Cerebral Cortex · 2015
776
cited
Content-Based Music Information Retrieval: Current Directions and Future Challenges
Proceedings of the IEEE · 2008
705
cited
Limitations of Imaging with First-Order Diffraction Tomography
1984
635
cited
An Efficient Implementation of the Patterson-Holdsworth Auditory Filter Bank
1997
561
cited
Collaborative Filtering and the Missing at Random Assumption
Conference on Uncertainty in Artificial Intelligence · 2007
326
cited
Discrimination of speech from nonspeech based on multiscale spectro-temporal Modulations
IEEE Transactions on Audio, Speech, and Language Processing · 2006
259
cited
MSR Identity Toolbox v1.0: A MATLAB Toolbox for Speaker Recognition Research
2013
244
cited
Decoding the auditory brain with canonical component analysis
NeuroImage · 2017
177
cited
A perceptual pitch detector
IEEE International Conference on Acoustics, Speech, and Signal Processing · 1990
176
cited
FaceSync: A Linear Operator for Measuring Synchronization of Video Facial Images and Audio Tracks
Neural Information Processing Systems · 2000
169
cited
On the importance of time—a temporal representation of sound
1993
160
cited
Resolving tag ambiguity
ACM Multimedia · 2008
152
cited
Acoustic Chord Transcription and Key Extraction From Audio Using Key-Dependent HMMs Trained on Synthesized Audio
IEEE Transactions on Audio, Speech, and Language Processing · 2008
149
cited
Semantic-audio retrieval
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2002
136
cited
The Quest for Ecological Validity in Hearing Science: What It Is, Why It Matters, and How to Advance It
Ear and Hearing · 2020
131
cited
A Comparison of Regularization Methods in Forward and Backward Models for Auditory Attention Decoding
Frontiers in Neuroscience · 2018
121
cited
Sotabase
Malcolm Slaney | Researcher Profile | Sotabase | Sotabase