Bob L. T. Sturm
Orcid: 0000-0003-2549-6367Affiliations:
- KTH Royal Institute of Technology, Stockholm
According to our database1,
Bob L. T. Sturm
authored at least 86 papers
between 2002 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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on twitter.com
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Bibliography
2024
The Chordinator: Modeling Music Harmony by Implementing Transformer Networks and Token Strategies.
Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2024
Investigating the Viability of Masked Language Modeling for Symbolic Music Generation in abc-notation.
Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2024
2023
Beyond Diverse Datasets: Responsible MIR, Interdisciplinarity, and the Fractured Worlds of Music.
Trans. Int. Soc. Music. Inf. Retr., January, 2023
DDSP-based Neural Waveform Synthesis of Polyphonic Guitar Performance from String-wise MIDI Input.
CoRR, 2023
Exploring Softly Masked Language Modelling for Controllable Symbolic Music Generation.
CoRR, 2023
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023
2022
Trans. Int. Soc. Music. Inf. Retr., 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Investigating the Relationship Between Liking and Belief in AI Authorship in the Context of Irish Traditional Music.
Proceedings of the 1st Workshop on Artificial Intelligence and Creativity co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28, 2022
2021
De-centering the West: East Asian Philosophies and the Ethics of Applying Artificial Intelligence to Music.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021
2020
Dataset Artefacts in Anti-Spoofing Systems: A Case Study on the ASVspoof 2017 Benchmark.
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2019
Characterising Confounding Effects in Music Classification Experiments through Interventions.
Trans. Int. Soc. Music. Inf. Retr., 2019
Introduction to the Issue on Data Science: Machine Learning for Audio Signal Processing.
IEEE J. Sel. Top. Signal Process., 2019
CoRR, 2019
Proceedings of the Interspeech 2019, 2019
2018
Trans. Int. Soc. Music. Inf. Retr., 2018
CoRR, 2018
Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
"What are You Listening to?" Explaining Predictions of Deep Machine Listening Systems.
Proceedings of the 26th European Signal Processing Conference, 2018
2017
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017
Proceedings of the Music Technology with Swing - 13th International Symposium, 2017
2016
The "Horse" Inside: Seeking Causes Behind the Behaviours of Music Content Analysis Systems.
CoRR, 2016
The "Horse" Inside: Seeking Causes Behind the Behaviors of Music Content Analysis Systems.
Comput. Entertain., 2016
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016
Proceedings of the Seventh International Conference on Computational Creativity, 2016
2015
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015
¿El Caballo Viejo? Latin Genre Recognition with Deep Learning and Spectral Periodicity.
Proceedings of the Mathematics and Computation in Music - 5th International Conference, 2015
2014
IEEE Trans. Multim., 2014
The Kiki-Bouba Challenge: Algorithmic Composition for Content-based MIR Research and Development.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014
Proceedings of the Music Technology meets Philosophy, 2014
A closer look at deep learning neural networks with low-level spectral periodicity features.
Proceedings of the 4th International Workshop on Cognitive Information Processing, 2014
2013
On Theorem 10 in "On Polar Polytopes and the Recovery of Sparse Representations" [Sep 07 3188-3195].
IEEE Trans. Inf. Theory, 2013
Classification accuracy is not enough - On the evaluation of music genre recognition systems.
J. Intell. Inf. Syst., 2013
The GTZAN dataset: Its contents, its faults, their effects on evaluation, and its future use.
CoRR, 2013
Alexander Lerch: An Introduction to Audio Content Analysis: Applications in Signal Processing and Music Informatics.
Comput. Music. J., 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Making Explicit the Formalism Underlying Evaluation in Music Information Retrieval Research: A Look at the MIREX Automatic Mood Classification Task.
Proceedings of the Sound, Music, and Motion - 10th International Symposium, 2013
2012
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies, 2012
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the Adaptive Multimedia Retrieval: Semantics, 2012
2011
Recursive nearest neighbor search in a sparse and multiscale domain for comparing audio signals.
Signal Process., 2011
CoRR, 2011
Proceedings of the 2011 International Computer Music Conference, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
A perceptually reweighted mixed-norm method for sparse approximation of audio signals.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
Sparse Approximation and the Pursuit of Meaningful Signal Models With Interference Adaptation.
IEEE Trans. Speech Audio Process., 2010
Incorporating scale information with cepstral features: Experiments on musical instrument recognition.
Pattern Recognit. Lett., 2010
Musical instrument identification using multiscale Mel-frequency cepstral coefficients.
Proceedings of the 18th European Signal Processing Conference, 2010
Detection and estimation of arrivals in room impulse responses by greedy sparse approximation.
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Comput. Music. J., 2009
Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009
Proceedings of the Adaptive Multimedia Retrieval. Understanding Media and Adapting to the User, 2009
2008
Analysis, Visualization, and Transformation of audio signals using Dictionary-Based Methods.
Proceedings of the 2008 International Computer Music Conference, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2006
Adaptive Concatenative Sound Synthesis and Its Application to Micromontage Composition.
Comput. Music. J., 2006
Matching Pursuit Decompositions of Non-Noisy Speech Signals Using Several Dictionaries.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Lutz Trautmann and Rudolf Rabenstein: Digital Sound Synthesis by Physical Modeling Using the Functional Transformation Method.
Comput. Music. J., 2005
2004
Proceedings of the 2004 International Computer Music Conference, 2004
Signals and Systems Using MATLAB: An Effective Application for Exploring and Teaching Media Signal Processing.
Proceedings of the 2004 International Computer Music Conference, 2004
Proceedings of the 2004 International Computer Music Conference, 2004
2003
2002
Proceedings of the 2002 International Computer Music Conference, 2002