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Research

Publications: Dr Johan Pauwels

Turchet L, Pauwels J ( 2022 ) . Music Emotion Recognition: Intention of Composers-Performers Versus Perception of Musicians, Non-Musicians, and Listening Machines . IEEE/ACM Transactions on Audio Speech and Language Processing vol. 30 , 305 - 316 .
Buffa M, Cabrio E, Fell M, Gandon F, Giboin A, Hennequin R, Michel F, Pauwels J et al. ( 2021 ) . The WASABI Dataset: Cultural, Lyrics and Audio Analysis Metadata About 2 Million Popular Commercially Released Songs . vol. 12731 LNCS ,
Turchet L, Pauwels J, Fischione C, Fazekas G ( 2020 ) . Cloud-smart Musical Instrument Interactions . ACM Transactions on Internet of Things vol. 1 , ( 3 ) 1 - 29 .
Pauwels J, Fazekas G, Sandler MB ( 2020 ) . A Critical Look at the Applicability of Markov Logic Networks for Music Signal Analysis .
Pauwels J, O'Hanlon K, Gómez E, Sandler M ( 2019 ) . 20 Years of Automatic Chord Recognition from Audio . Conference: Proceedings of the 20th Conference of the International Society for Music Information Retrieval (ISMIR) ( Delft, Netherlands ) from: 04/11/2019 to: 08/11/2019 ,
Senvaityte D, Pauwels J, Sandler M ( 2019 ) . Guitar String Separation Using Non-Negative Matrix Factorization and Factor Deconvolution . Conference: Audio Mostly 2019
Pauwels J, Sandler M ( 2019 ) . Finding new practice material through chord-based exploration of a large music catalogue . Conference: Proceedings of the 16th Sound and Music Conference ( Málaga, Spain ) from: 28/05/2019 to: 31/05/2019 ,
Pauwels J, Sandler MB ( 2019 ) . A web-based system for suggesting new practice material to music learners based on chord content . Joint Proceedings of the ACM IUI 2019 Workshops . Conference: 2nd Workshop on Intelligent Music Interfaces for Listening and Creation from: 20/03/2019 to: 20/03/2019 , vol. 2327 ,
Pauwels J, Xambó A, Roma G, Barthet M, Fazekas G ( 2018 ) . Exploring Real-time Visualisations to Support Chord Learning with a Large Music Collection . Proceedings of the 4th Web Audio Conference (WAC) . Conference: 4th Web Audio Conference (WAC) ( Berlin, Germany ) from: 19/09/2018 to: 21/09/2018 ,
Pauwels J, Sandler M ( 2018 ) . pywebaudioplayer: Bridging the gap between audio processing code and attractive visualisations based on web technology . Proceedings of the 4th Web Audio Conference (WAC) . Conference: 4th Web Audio Conference (WAC) ( Berlin, Germany ) from: 19/09/2018 to: 21/09/2018 ,
Xambó A, Pauwels J, Roma G, Barthet M, Fazekas G ( 2018 ) . Jam with Jamendo: Querying a large music collection by chords from a learner's perspective . ACM International Conference Proceeding Series .
Pauwels J, Fazekas G, Sandler M ( 2018 ) . Recommending songs to music learners based on chord content . Proceedings of the 2018 Joint Workshop on Machine Learning for Music . Conference: 2018 Joint Workshop on Machine Learning for Music ( Stockholm, Sweden ) from: 14/07/2018 to: 14/07/2018 ,
Xi Q, Bittner RM, Pauwels J, Ye X, Bello JP ( 2018 ) . Guitarset: A dataset for guitar transcription . Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018 . 453 - 460 .
Xi Q, Bittner RM, PAUWELS J, EWERT S, Bello JP ( 2017 ) . Guitar-set preview: a dataset for guitar transcription and more . Conference: 18th Conference of the International Society for Music Information Retrieval (ISMIR): Late Breaking/Demo Session ( Suzhou, China ) from: 27/12/2017 to: 23/10/2017 ,
O'Hanlon KO, Ewert S, Pauwels J, Sandler M ( 2017 ) . Improved template-based chord recognition using the CRP feature . Conference: 2017 IEEE Conference on Acoustics, Speech and Signal Processing
Pauwels J, O hanlon K, Fazekas G, Sandler M ( 2017 ) . Confidence Measures and Their Applications in Music Labelling Systems Based on Hidden Markov Models . Proc. 18th International Society for Music Information Retrieval Conference (ISMIR), Oct. 23-27, Suzhou, China . 279 - 279 .
Peeters G, Pauwels J ( 2016 ) . Chord Recognition . Music Data Analysis: Foundations and Applications , Editors: Weihs, C, Jannach, D, Vatolkin, I, Rudolph, G et al. , Taylor & Francis Inc
PAUWELS J ( 2016 ) . Exploiting prior knowledge during automatic key and chord estimation from musical audio . Supervisors: Martens, J-P, Leman, M , Presented at: Ghent University ,
Pauwels J, Martens JP ( 2014 ) . Combining Musicological Knowledge About Chords and Keys in a Simultaneous Chord and Local Key Estimation System . Journal of New Music Research vol. 43 , ( 3 ) 318 - 330 .
Burgoyne JA, de Haas WB, Pauwels J ( 2014 ) . On comparative statistics for labelling tasks: what can we learn from MIREX ACE 2013? . Conference: 15th Conference of the International Society for Music Information Retrieval (ISMIR)525 - 530 .
Pauwels J, Peeters G ( 2013 ) . Segmenting music through the joint estimation of keys, chords and structural boundaries . MM 2013 - Proceedings of the 2013 ACM Multimedia Conference . 741 - 744 .
Pauwels J, Peeters G ( 2013 ) . Evaluating automatically estimated chord sequences . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings . 749 - 753 .
Pauwels J, Kaiser F, Peeters G ( 2013 ) . Combining harmony-based and novelty-based approaches for structural segmentation . Conference: 14th Conference of the International Society for Music Information Retrieval (ISMIR)138 - 143 .
Pauwels J, Martens JP, Leman M ( 2011 ) . Modeling musicological information as trigrams in a system for simultaneous chord and local key extraction . IEEE International Workshop on Machine Learning for Signal Processing .
Pauwels J, Martens JP, Leman M ( 2011 ) . The influence of chord duration modeling on chord and local key extraction . Proceedings - 10th International Conference on Machine Learning and Applications, ICMLA 2011 . vol. 2 , 136 - 141 .
Pauwels J, Martens J-P, Leman M ( 2011 ) . Improving the key extraction performance of a simultaneous local key and chord estimation system . Proceedings of the IEEE International Conference on Multimedia and Expo (ICME) . Conference: IEEE International Conference on Multimedia and Expo (ICME)
Pauwels J, Martens JP ( 2010 ) . Integrating musicological knowledge into a probabilistic framework for chord and key extraction . 128th Audio Engineering Society Convention 2010 . vol. 2 , 717 - 725 .
Varewyck M, Pauwels J, Martens JP ( 2008 ) . A novel chroma representation of polyphonic music based on multiple pitch tracking techniques . MM'08 - Proceedings of the 2008 ACM International Conference on Multimedia, with co-located Symposium and Workshops . 667 - 670 .