Maarten Grachten

According to our database, Maarten Grachten authored at least 57 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Diff-A-Riff: Musical Accompaniment Co-creation via Latent Diffusion Models.

Javier Nistal, Marco Pasini, Cyran Aouameur, Maarten Grachten, Stefan Lattner

CoRR, 2024

Measuring audio prompt adherence with distribution-based embedding distances.

Maarten Grachten

CoRR, 2024

Bass Accompaniment Generation Via Latent Diffusion.

Marco Pasini, Maarten Grachten, Stefan Lattner

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

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

Ali Nikrang, Maarten Grachten, Martin Gasser, Harald Frostel, Gerhard Widmer, Tom Collins

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

2022

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

Emmanuel Deruty, Maarten Grachten, Stefan Lattner, Javier Nistal, Cyran Aouameur

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

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

Emmanuel Deruty, Maarten Grachten

CoRR, 2022

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

Francesco Foscarin, Emmanouil Karystinaios, Silvan David Peter, Carlos Cancino Chacón, Maarten Grachten, Gerhard Widmer

CoRR, 2022

Partitura: A Python Package for Symbolic Music Processing.

Carlos Cancino Chacón, Silvan David Peter, Emmanouil Karystinaios, Francesco Foscarin, Maarten Grachten, Gerhard Widmer

CoRR, 2022

partitura: A Python Package for Handling Symbolic Musical Data.

Maarten Grachten, Carlos Cancino Chacón, Thassilo Gadermaier

CoRR, 2022

2019

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

Stefan Lattner, Maarten Grachten

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

Auto-adaptive Resonance Equalization using Dilated Residual Networks.

Maarten Grachten, 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.

Carlos Eduardo Cancino Chacón, Maarten Grachten, Werner Goebl, Gerhard Widmer

Frontiers Digit. Humanit., 2018

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

Carlos Cancino Chacón, Maarten Grachten

CoRR, 2018

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

Stefan Lattner, Maarten Grachten, Gerhard Widmer

CoRR, 2018

Learning Interval Representations from Polyphonic Music Sequences.

Stefan Lattner, Maarten Grachten, Gerhard Widmer

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

A Predictive Model for Music based on Learned Interval Representations.

Stefan Lattner, Maarten Grachten, Gerhard Widmer

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.

Carlos Eduardo Cancino Chacón, Thassilo Gadermaier, Gerhard Widmer, Maarten Grachten

Mach. Learn., 2017

Toward Computer-Assisted Understanding of Dynamics in Symphonic Music.

Maarten Grachten, Carlos Eduardo Cancino Chacón, Thassilo Gadermaier, Gerhard Widmer

IEEE Multim., 2017

The ACCompanion v0.1: An Expressive Accompaniment System.

Carlos Cancino Chacón, Martin Bonev, Amaury Durand, Maarten Grachten, Andreas Arzt, Laura Bishop, Werner Goebl, Gerhard Widmer

CoRR, 2017

Strategies for Conceptual Change in Convolutional Neural Networks.

Maarten Grachten, Carlos Eduardo Cancino Chacón

CoRR, 2017

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

Carlos Eduardo Cancino Chacón, Maarten Grachten, David R. W. Sears, Gerhard Widmer

CoRR, 2017

Learning Musical Relations using Gated Autoencoders.

Stefan Lattner, Maarten Grachten, Gerhard Widmer

CoRR, 2017

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

Stefan Lattner, Maarten Grachten

CoRR, 2017

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

Carlos Eduardo Cancino Chacón, Maarten Grachten, 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.

Stefan Lattner, Maarten Grachten, Gerhard Widmer

CoRR, 2016

Towards computer-assisted understanding of dynamics in symphonic music.

Maarten Grachten, Carlos Eduardo Cancino Chacón, Thassilo Gadermaier, Gerhard Widmer

CoRR, 2016

Basis-Function Modeling of Loudness Variations in Ensemble Performance.

Thassilo Gadermaier, Maarten Grachten, Carlos Eduardo Cancino Chacón

CoRR, 2016

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

Gissel Velarde, Tillman Weyde, Carlos Eduardo Cancino Chacón, David Meredith, Maarten Grachten

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

2015

Probabilistic Segmentation of Musical Sequences Using Restricted Boltzmann Machines.

Stefan Lattner, Maarten Grachten, Kat Agres, Carlos Eduardo Cancino Chacón

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

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

Martin Gasser, Andreas Arzt, Thassilo Gadermaier, Maarten Grachten, Gerhard Widmer

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

Pseudo-Supervised Training Improves Unsupervised Melody Segmentation.

Stefan Lattner, Carlos Eduardo Cancino Chacón, Maarten Grachten

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

Artificial Intelligence in the Concertgebouw.

Andreas Arzt, Harald Frostel, Thassilo Gadermaier, Martin Gasser, Maarten Grachten, Gerhard Widmer

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.

Carlos Eduardo Cancino Chacón, Maarten Grachten

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

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

Kat Agres, Carlos Cancino, Maarten Grachten, Stefan Lattner

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.

Maarten Grachten, Florian Krebs

IEEE Trans. Multim., 2014

Predicting Expressive Dynamics in Piano Performances using Neural Networks.

Sam van Herwaarden, Maarten Grachten, W. Bas de Haas

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

Developing Tonal Perception through Unsupervised Learning.

Carlos Eduardo Cancino Chacón, Stefan Lattner, Maarten Grachten

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

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

Florian Krebs, Filip Korzeniowski, Maarten Grachten, Gerhard Widmer

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Automatic Alignment of Music Performances with Structural Differences.

Maarten Grachten, Martin Gasser, Andreas Arzt, Gerhard Widmer

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

Expressive Performance Rendering with Probabilistic Models.

Sebastian Flossmann, Maarten Grachten, Gerhard Widmer

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

2012

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

Denis Amelynck, Maarten Grachten, Leon van Noorden, Marc Leman

IEEE Trans. Affect. Comput., 2012

2010

Evidence for Pianist-specific Rubato Style in Chopin Nocturnes.

Miguel Molina-Solana, Maarten Grachten, Gerhard Widmer

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

2009

YQX Plays Chopin.

Gerhard Widmer, Sebastian Flossmann, Maarten Grachten

AI Mag., 2009

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

Maarten Grachten, Gerhard Widmer

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

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

Maarten Grachten, Markus Schedl, Tim Pohle, Gerhard Widmer

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.

Ramón López de Mántaras, Maarten Grachten, Josep Lluís Arcos

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

2006

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

Maarten Grachten

PhD thesis, 2006

A case based approach to expressivity-aware tempo transformation.

Maarten Grachten, Josep Lluís Arcos, Ramón López de Mántaras

Mach. Learn., 2006

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

Ramón López de Mántaras, Maarten Grachten, Josep Lluís Arcos

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

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

Amaury Hazan, Maarten Grachten, Rafael Ramírez

Proceedings of the ISMIR 2006, 2006

TempoExpress: An Expressivity-Preserving Musical Tempo Transformation System.

Maarten Grachten, Josep Lluís Arcos, Ramón López de Mántaras

Proceedings of the Proceedings, 2006

2005

Navigating Through Case Base Competence.

Maarten Grachten, F. Alejandro García, Josep Lluís Arcos

Proceedings of the Case-Based Reasoning, 2005

2004

Melodic Similarity: Looking for a Good Abstraction Level.

Maarten Grachten, Josep Lluís Arcos, Ramón López de Mántaras

Proceedings of the ISMIR 2004, 2004

TempoExpress, a CBR Approach to Musical Tempo Transformations.

Maarten Grachten, Josep Lluís Arcos, Ramón López de Mántaras

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

Using the Implication/Realization Model for Measuring Melodic Similarity.

Maarten Grachten, Josep Lluís Arcos

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

Evolutionary Optimization of Music Performance Annotation.

Maarten Grachten, Josep Lluís Arcos, Ramón López de Mántaras

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.

Josep Lluís Arcos, Maarten Grachten, Ramón López de Mántaras

Proceedings of the Case-Based Reasoning Research and Development, 2003