Johan Pauwels

42 papers A* 2A 2B 2C 2Misc 5Journal 13Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Towards Effective Negation Modeling in Joint Audio-Text Models for Music.
CoRR
Yannis Vasilakis, Rachel M. Bittner, Johan Pauwels
2025 — conf
Beyond Architecture: The Critical Impact of Inference Overlap on Music Source Separation Benchmarks.
WASPAA
Harnick Khera, Johan Pauwels, Alan Archer-Boyd, Mark B. Sandler
2025 Misc conf
Evaluating Contrastive Methodologies for Music Representation Learning Using Playlist Data.
ICASSP
Gregor Meehan, Johan Pauwels
2025 Misc conf
Learning Music Audio Representations With Limited Data.
ICASSP
Christos Plachouras, Emmanouil Benetos, Johan Pauwels
2025 J jnl
Learning Music Audio Representations With Limited Data.
CoRR
Christos Plachouras, Emmanouil Benetos, Johan Pauwels
2025 A conf
On Inherited Popularity Bias in Cold-Start Item Recommendation.
RecSys
Gregor Meehan, Johan Pauwels
2025 J jnl
On Inherited Popularity Bias in Cold-Start Item Recommendation.
CoRR
Gregor Meehan, Johan Pauwels
2025 B conf
Position Paper: Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks.
IJCNN
Christos Plachouras, Julien Guinot, György Fazekas, Elio Quinton, Emmanouil Benetos, Johan Pauwels
2025 C conf
Predicting Moral Values in Lyrics Through Audio.
CBMI
Charalampos Saitis, Ben Heyderman, Vjosa Preniqi, Kyriaki Kalimeri, Johan Pauwels
2025 C conf
Temporal Considerations in DJ Mix Information Retrieval and Generation (Short Paper).
TIME
Alexander J. Williams, Gregor Meehan, Stefan Lattner, Johan Pauwels, Mathieu Barthet
2025 — conf
Towards Explainable Music Emotion Recognition for Guitar Improvisations.
IS2
Michele Rossi, Domenico Stefani, Johan Pauwels, Giovanni Iacca, Luca Turchet
2025 J jnl
Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks.
CoRR
Christos Plachouras, Julien Guinot, George Fazekas, Elio Quinton, Emmanouil Benetos, Johan Pauwels
2024 J jnl
Evaluation of pretrained language models on music understanding.
CoRR
Yannis Vasilakis, Rachel M. Bittner, Johan Pauwels
2024 — conf
I Can Listen but Cannot Read: An Evaluation of Two-Tower Multimodal Systems for Instrument Recognition.
ISMIR
Yannis Vasilakis, Rachel M. Bittner, Johan Pauwels
2024 J jnl
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognition.
CoRR
Yannis Vasilakis, Rachel M. Bittner, Johan Pauwels
2024 — conf
Multi-Signal Informed Attention for Beat and Downbeat Detection.
IS2
James Bolt, Johan Pauwels, György Fazekas
2024 J jnl
Musician-AI partnership mediated by emotionally-aware smart musical instruments.
Int. J. Hum. Comput. Stud.
Luca Turchet, Domenico Stefani, Johan Pauwels
2024 J jnl
Time-of-arrival Estimation and Phase Unwrapping of Head-related Transfer Functions With Integer Linear Programming.
CoRR
Chin-Yun Yu, Johan Pauwels, György Fazekas
2023 J jnl
"Give me happy pop songs in C major and with a fast tempo": A vocal assistant for content-based queries to online music repositories.
Int. J. Hum. Comput. Stud.
Luca Turchet, Carlo Zanotto, Johan Pauwels
2023 Misc conf
On the Relevance of the Differences Between HRTF Measurement Setups for Machine Learning.
ICASSP
Johan Pauwels, Lorenzo Picinali
2023 — conf
Polar Manhattan Displacement: Measuring Tonal Distances Between Chords Based on Intervallic Content.
ISMIR
Jeff Miller, Johan Pauwels, Mark Sandler
2023 — ed.
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.
ISMIR
Augusto Sarti, Fabio Antonacci, Mark Sandler, Paolo Bestagini, Simon Dixon, Beici Liang, Gaël Richard, Johan Pauwels
2022 J jnl
Music Emotion Recognition: Intention of Composers-Performers Versus Perception of Musicians, Non-Musicians, and Listening Machines.
IEEE ACM Trans. Audio Speech Lang. Process.
Luca Turchet, Johan Pauwels
2022 J jnl
On The Relevance Of The Differences Between HRTF Measurement Setups For Machine Learning.
CoRR
Johan Pauwels, Lorenzo Picinali
2021 B conf
The WASABI Dataset: Cultural, Lyrics and Audio Analysis Metadata About 2 Million Popular Commercially Released Songs.
ESWC
Michel Buffa, Elena Cabrio, Michael Fell, Fabien Gandon, Alain Giboin, Romain Hennequin, Franck Michel, Johan Pauwels, Guillaume Pellerin, Maroua Tikat, Marco Winckler
2020 J jnl
A Critical Look at the Applicability of Markov Logic Networks for Music Signal Analysis.
CoRR
Johan Pauwels, György Fazekas, Mark B. Sandler
2020 J jnl
Cloud-smart Musical Instrument Interactions: Querying a Large Music Collection with a Smart Guitar.
ACM Trans. Internet Things
Luca Turchet, Johan Pauwels, Carlo Fischione, György Fazekas
2019 — conf
20 Years of Automatic Chord Recognition from Audio.
ISMIR
Johan Pauwels, Ken O'Hanlon, Emilia Gómez, Mark B. Sandler
2019 — conf
A Web-Based System For Suggesting New Practice Material To Music Learners Based On Chord Content.
IUI Workshops
Johan Pauwels, Mark B. Sandler
2019 — conf
Guitar String Separation Using Non-Negative Matrix Factorization and Factor Deconvolution.
Audio Mostly Conference
Dalia Senvaityte, Johan Pauwels, Mark B. Sandler
2018 — conf
GuitarSet: A Dataset for Guitar Transcription.
ISMIR
Qingyang Xi, Rachel M. Bittner, Johan Pauwels, Xuzhou Ye, Juan Pablo Bello
2018 — conf
Jam with Jamendo: Querying a Large Music Collection by Chords from a Learner's Perspective.
Audio Mostly Conference
Anna Xambó, Johan Pauwels, Gerard Roma, Mathieu Barthet, György Fazekas
2017 — conf
Confidence Measures and Their Applications in Music Labelling Systems Based on Hidden Markov Models.
ISMIR
Johan Pauwels, Ken O'Hanlon, György Fazekas, Mark B. Sandler
2017 Misc conf
Improved template based chord recognition using the CRP feature.
ICASSP
Ken O'Hanlon, Sebastian Ewert, Johan Pauwels, Mark B. Sandler
2014 — conf
On Comparative Statistics for Labelling Tasks: What can We Learn from MIREX ACE 2013?
ISMIR
John Ashley Burgoyne, W. Bas de Haas, Johan Pauwels
2013 — conf
Combining Harmony-Based and Novelty-Based Approaches for Structural Segmentation.
ISMIR
Johan Pauwels, Florian Kaiser, Geoffroy Peeters
2013 Misc conf
Evaluating automatically estimated chord sequences.
ICASSP
Johan Pauwels, Geoffroy Peeters
2013 A* conf
Segmenting music through the joint estimation of keys, chords and structural boundaries.
ACM Multimedia
Johan Pauwels, Geoffroy Peeters
2011 A conf
Improving the key extraction performance of a simultaneous local key and chord estimation system.
ICME
Johan Pauwels, Jean-Pierre Martens, Marc Leman
2011 — conf
Modeling musicological information as trigrams in a system for simultaneous chord and local key extraction.
MLSP
Johan Pauwels, Jean-Pierre Martens, Marc Leman
2011 — conf
The Influence of Chord Duration Modeling on Chord and Local Key Extraction.
ICMLA (2)
Johan Pauwels, Jean-Pierre Martens, Marc Leman
2008 A* conf
A novel chroma representation of polyphonic music based on multiple pitch tracking techniques.
ACM Multimedia
Matthias Varewyck, Johan Pauwels, Jean-Pierre Martens