Sotabase

Career

· Associate Professor, KTH Royal Institute of Technology2018–
· Lecturer in Digital Media, Queen Mary University of London2014–2018
· Lektor, Aalborg University Copenhagen2010–2014
· Postdoctoral Researcher, Institut Jean le Rond d'Alembert2009–2010
· Ph.D. in Electrical and Computer Engineering, University of California, Santa Barbara2009–
· Graduate, US Merchant Marine Academy1956–
· County Commissioner, Seminole County
· Chief Architect and Data Scientist, Shutterstock
· University of Minnesota

Publications (135)

Local Interpretable Model-Agnostic Explanations for Music Content Analysis
International Society for Music Information Retrieval Conference · 2017
191
cited
Music transcription modelling and composition using deep learning
arXiv.org · 2016
184
cited
Proceedings of the International Computer Music Conference
2011
171
cited
The State of the Art Ten Years After a State of the Art: Future Research in Music Information Retrieval
arXiv.org · 2013
165
cited
A Simple Method to Determine if a Music Information Retrieval System is a “Horse”
IEEE transactions on multimedia · 2014
157
cited
Deep Learning and Music Adversaries
IEEE transactions on multimedia · 2015
145
cited
Comparison of orthogonal matching pursuit implementations
European Signal Processing Conference · 2012
137
cited
A Survey of Evaluation in Music Genre Recognition
Adaptive Multimedia Retrieval · 2012
126
cited
An analysis of the GTZAN music genre dataset
MIRUM '12 · 2012
120
cited
Machine learning research that matters for music creation: A case study
Journal of New Music Research · 2018
104
cited
Ensemble Models for Spoofing Detection in Automatic Speaker Verification
Interspeech · 2019
101
cited
Classification Accuracy Is Not Enough
2012
92
cited
Artificial Intelligence and Music: Open Questions of Copyright Law and Engineering Praxis
Arts · 2019
88
cited
Ethical Dimensions of Music Information Retrieval Technology
Transactions of the International Society for Music Information Retrieval · 2018
77
cited
Taking the Models back to Music Practice: Evaluating Generative Transcription Models built using Deep Learning
2017
46
cited
Adaptive Concatenative Sound Synthesis and Its Application to Micromontage Composition
Computer Music Journal · 2006
42
cited
Analysing The Predictions Of a CNN-Based Replay Spoofing Detection System
Spoken Language Technology Workshop · 2018
36
cited
Two systems for automatic music genre recognition: what are they really recognizing?
MIRUM '12 · 2012
35
cited
Folk music style modelling by recurrent neural networks with long short term memory units
2015
34
cited
Musical instrument identification using multiscale Mel-frequency cepstral coefficients
European Signal Processing Conference · 2010
34
cited
Sotabase
Bob Sturm | Researcher Profile | Sotabase | Sotabase