Maarten Grachten

CoRR, 2024

2023

Music Visualisation and Its Short-Term Effect on Appraisal Skills.

[BibT_eX]

[DOI]

Proceedings of the HCI International 2023 - Late Breaking Papers, 2023

2022

On the Development and Practice of AI Technology for Contemporary Popular Music Production.

[BibT_eX]

[DOI]

Trans. Int. Soc. Music. Inf. Retr., 2022

"Melatonin": A Case Study on AI-induced Musical Style.

[BibT_eX]

[DOI]

Emmanuel Deruty

CoRR, 2022

The match file format: Encoding Alignments between Scores and Performances.

[BibT_eX]

[DOI]

Francesco Foscarin

Emmanouil Karystinaios

Silvan David Peter

CoRR, 2022

Partitura: A Python Package for Symbolic Music Processing.

[BibT_eX]

[DOI]

Silvan David Peter

Emmanouil Karystinaios

Francesco Foscarin

CoRR, 2022

partitura: A Python Package for Handling Symbolic Musical Data.

[BibT_eX]

[DOI]

CoRR, 2022

2019

High-Level Control of Drum Track Generation Using Learned Patterns of Rhythmic Interaction.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

Auto-adaptive Resonance Equalization using Dilated Residual Networks.

[BibT_eX]

[DOI]

Emmanuel Deruty

Alexandre Tanguy

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

2018

Computational Models of Expressive Music Performance: A Comprehensive and Critical Review.

[BibT_eX]

[DOI]

Werner Goebl

Frontiers Digit. Humanit., 2018

A Computational Study of the Role of Tonal Tension in Expressive Piano Performance.

[BibT_eX]

[DOI]

CoRR, 2018

Learning Transposition-Invariant Interval Features from Symbolic Music and Audio.

[BibT_eX]

[DOI]

CoRR, 2018

Learning Interval Representations from Polyphonic Music Sequences.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

A Predictive Model for Music based on Learned Interval Representations.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

2017

An evaluation of linear and non-linear models of expressive dynamics in classical piano and symphonic music.

[BibT_eX]

[DOI]

Mach. Learn., 2017

Toward Computer-Assisted Understanding of Dynamics in Symphonic Music.

[BibT_eX]

[DOI]

IEEE Multim., 2017

The ACCompanion v0.1: An Expressive Accompaniment System.

[BibT_eX]

[DOI]

CoRR, 2017

Strategies for Conceptual Change in Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

What were you expecting? Using Expectancy Features to Predict Expressive Performances of Classical Piano Music.

[BibT_eX]

[DOI]

David R. W. Sears

CoRR, 2017

Learning Musical Relations using Gated Autoencoders.

[BibT_eX]

[DOI]

CoRR, 2017

Improving Content-Invariance in Gated Autoencoders for 2D and 3D Object Rotation.

[BibT_eX]

[DOI]

CoRR, 2017

From Bach to the Beatles: The Simulation of Human Tonal Expectation Using Ecologically-Trained Predictive Models.

[BibT_eX]

[DOI]

Kat Agres

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

2016

Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints.

[BibT_eX]

[DOI]

CoRR, 2016

Towards computer-assisted understanding of dynamics in symphonic music.

[BibT_eX]

[DOI]

CoRR, 2016

Basis-Function Modeling of Loudness Variations in Ensemble Performance.

[BibT_eX]

[DOI]

CoRR, 2016

Composer Recognition Based on 2D-Filtered Piano-Rolls.

[BibT_eX]

[DOI]

Gissel Velarde

Tillman Weyde

David Meredith

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

2015

Probabilistic Segmentation of Musical Sequences Using Restricted Boltzmann Machines.

[BibT_eX]

[DOI]

Kat Agres

Proceedings of the Mathematics and Computation in Music - 5th International Conference, 2015

Classical Music on the Web - User Interfaces and Data Representations.

[BibT_eX]

[DOI]

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Pseudo-Supervised Training Improves Unsupervised Melody Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Artificial Intelligence in the Concertgebouw.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

An Evaluation of Score Descriptors Combined with Non-linear Models of Expressive Dynamics in Music.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 18th International Conference, 2015

A Computational Approach to Modelling the Perception of Pitch and Tonality in Music.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014

An Assessment of Learned Score Features for Modeling Expressive Dynamics in Music.

[BibT_eX]

[DOI]

Florian Krebs

IEEE Trans. Multim., 2014

Predicting Expressive Dynamics in Piano Performances using Neural Networks.

[BibT_eX]

[DOI]

Sam van Herwaarden

W. Bas de Haas

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Developing Tonal Perception through Unsupervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Unsupervised learning and refinement of rhythmic patterns for beat and downbeat tracking.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Automatic Alignment of Music Performances with Structural Differences.

[BibT_eX]

[DOI]

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Expressive Performance Rendering with Probabilistic Models.

[BibT_eX]

[DOI]

Sebastian Flossmann

Proceedings of the Guide to Computing for Expressive Music Performance, 2013

2012

Toward E-Motion-Based Music Retrieval a Study of Affective Gesture Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2012

2010

Evidence for Pianist-specific Rubato Style in Chopin Nocturnes.

[BibT_eX]

[DOI]

Miguel Molina-Solana

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

2009

YQX Plays Chopin.

[BibT_eX]

[DOI]

Sebastian Flossmann

AI Mag., 2009

Who Is Who in the End? Recognizing Pianists by Their Final Ritardandi.

[BibT_eX]

[DOI]

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

The ISMIR Cloud: A Decade of ISMIR Conferences at Your Fingertips.

[BibT_eX]

[DOI]

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

2007

Playing with Cases: Tempo Transformations of Jazz Performances Using Case-Based Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007

2006

Expressivity-aware tempo transformations of music performances using case based reasoning.

[BibT_eX]

[DOI]

PhD thesis, 2006

A case based approach to expressivity-aware tempo transformation.

[BibT_eX]

[DOI]

Mach. Learn., 2006

Expressivity-Preserving Tempo Transformation for Music - A Case-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the KI 2006: Advances in Artificial Intelligence, 2006

Evolving Performance Models by Performance Similarity: Beyond Note-to-note Transformations.

[BibT_eX]

Amaury Hazan

Rafael Ramírez

Proceedings of the ISMIR 2006, 2006

TempoExpress: An Expressivity-Preserving Musical Tempo Transformation System.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2006

2005

Navigating Through Case Base Competence.

[BibT_eX]

[DOI]

F. Alejandro García

Proceedings of the Case-Based Reasoning, 2005

2004

Melodic Similarity: Looking for a Good Abstraction Level.

[BibT_eX]

[DOI]

Proceedings of the ISMIR 2004, 2004

TempoExpress, a CBR Approach to Musical Tempo Transformations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004

Using the Implication/Realization Model for Measuring Melodic Similarity.

[BibT_eX]

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

Evolutionary Optimization of Music Performance Annotation.

[BibT_eX]

[DOI]

Proceedings of the Computer Music Modeling and Retrieval: Second International Symposium, 2004

2003

Extracting Performers' Behaviors to Annotate Cases in a CBR System for Musical Tempo Transformations.

[BibT_eX]

[DOI]