Johan Pauwels

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 18

Top Topics

Hidden Markov Models

Machine Learning

Chord Progressions

Top Venues

Audio Mostly Conference

Publications

Chin-Yun Yu, Johan Pauwels, György Fazekas
Time-of-arrival Estimation and Phase Unwrapping of Head-related Transfer Functions With Integer Linear Programming. CoRR (2024)
Luca Turchet, Domenico Stefani, Johan Pauwels
Musician-AI partnership mediated by emotionally-aware smart musical instruments. Int. J. Hum. Comput. Stud. 191 (2024)
Yannis Vasilakis, Rachel M. Bittner, Johan Pauwels
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognition. CoRR (2024)
Johan Pauwels, Lorenzo Picinali
On the Relevance of the Differences Between HRTF Measurement Setups for Machine Learning. ICASSP (2023)
Luca Turchet, Carlo Zanotto, Johan Pauwels
"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. 173 (2023)
Jeff Miller, Johan Pauwels, Mark Sandler
Polar Manhattan Displacement: Measuring Tonal Distances Between Chords Based on Intervallic Content. ISMIR (2023)
Johan Pauwels, Lorenzo Picinali
On The Relevance Of The Differences Between HRTF Measurement Setups For Machine Learning. CoRR (2022)
Luca Turchet, Johan Pauwels
Music Emotion Recognition: Intention of Composers-Performers Versus Perception of Musicians, Non-Musicians, and Listening Machines. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Michel Buffa, Elena Cabrio, Michael Fell, Fabien Gandon, Alain Giboin, Romain Hennequin, Franck Michel, Johan Pauwels, Guillaume Pellerin, Maroua Tikat, Marco Winckler
The WASABI Dataset: Cultural, Lyrics and Audio Analysis Metadata About 2 Million Popular Commercially Released Songs. ESWC (2021)
Johan Pauwels, György Fazekas, Mark B. Sandler
A Critical Look at the Applicability of Markov Logic Networks for Music Signal Analysis. CoRR (2020)
Luca Turchet, Johan Pauwels, Carlo Fischione, György Fazekas
Cloud-smart Musical Instrument Interactions: Querying a Large Music Collection with a Smart Guitar. ACM Trans. Internet Things 1 (3) (2020)
Johan Pauwels, Mark B. Sandler
A Web-Based System For Suggesting New Practice Material To Music Learners Based On Chord Content. IUI Workshops (2019)
Dalia Senvaityte, Johan Pauwels, Mark B. Sandler
Guitar String Separation Using Non-Negative Matrix Factorization and Factor Deconvolution. Audio Mostly Conference (2019)
Johan Pauwels, Ken O'Hanlon, Emilia Gómez, Mark B. Sandler
20 Years of Automatic Chord Recognition from Audio. ISMIR (2019)
Anna Xambó, Johan Pauwels, Gerard Roma, Mathieu Barthet, György Fazekas
Jam with Jamendo: Querying a Large Music Collection by Chords from a Learner's Perspective. Audio Mostly Conference (2018)
Qingyang Xi, Rachel M. Bittner, Johan Pauwels, Xuzhou Ye, Juan Pablo Bello
GuitarSet: A Dataset for Guitar Transcription. ISMIR (2018)
Ken O'Hanlon, Sebastian Ewert, Johan Pauwels, Mark B. Sandler
Improved template based chord recognition using the CRP feature. ICASSP (2017)
Johan Pauwels, Ken O'Hanlon, György Fazekas, Mark B. Sandler
Confidence Measures and Their Applications in Music Labelling Systems Based on Hidden Markov Models. ISMIR (2017)
John Ashley Burgoyne, W. Bas de Haas, Johan Pauwels
On Comparative Statistics for Labelling Tasks: What can We Learn from MIREX ACE 2013? ISMIR (2014)
Johan Pauwels, Geoffroy Peeters
Evaluating automatically estimated chord sequences. ICASSP (2013)
Johan Pauwels, Florian Kaiser, Geoffroy Peeters
Combining Harmony-Based and Novelty-Based Approaches for Structural Segmentation. ISMIR (2013)
Johan Pauwels, Geoffroy Peeters
Segmenting music through the joint estimation of keys, chords and structural boundaries. ACM Multimedia (2013)
Johan Pauwels, Jean-Pierre Martens, Marc Leman
The Influence of Chord Duration Modeling on Chord and Local Key Extraction. ICMLA (2) (2011)
Johan Pauwels, Jean-Pierre Martens, Marc Leman
Improving the key extraction performance of a simultaneous local key and chord estimation system. ICME (2011)
Johan Pauwels, Jean-Pierre Martens, Marc Leman
Modeling musicological information as trigrams in a system for simultaneous chord and local key extraction. MLSP (2011)
Matthias Varewyck, Johan Pauwels, Jean-Pierre Martens
A novel chroma representation of polyphonic music based on multiple pitch tracking techniques. ACM Multimedia (2008)