Publications: Dr Johan Pauwels

Vasilakis I, Bittner R, Pauwels J ( 2024 ) . I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognition . Conference: 25th International Society for Music Information Retrieval (ISMIR) ( San Francisco, CA, USA ) from: 10/11/2024 to: 14/11/2024 ,

Bolt J, Pauwels J, Fazekas G ( 2024 ) . Multi-Signal Informed Attention for Beat and Downbeat Detection . Conference: 2024 IEEE 5th International Symposium on the Internet of Sounds (IS2) vol. 00 , 1 - 7 .

Turchet L, Stefani D, Pauwels J ( 2024 ) . Musician-AI partnership mediated by emotionally-aware smart musical instruments . International Journal of Human-Computer Studies vol. 191 , 103340 - 103340 .

Yu C-Y, Pauwels J, Fazekas G ( 2024 ) . Time-of-arrival Estimation and Phase Unwrapping of Head-related Transfer Functions With Integer Linear Programming . Conference: Audio Engineering Society 156th Convention ( Madrid, Spain ) from: 15/06/2024 to: 17/06/2024 ,

Miller J, Pauwels J, Sandler M ( 2023 ) . Polar Manhattan Displacement: measuring tonal distances between chords based on intervallic content . Conference: 24th International Society for Music Information Retrieval Conference ( Milan, Italy ) from: 05/11/2023 to: 09/11/2023 ,

Engel I, Daugintis R, Vicente T, Hogg AOT, Pauwels J, Tournier AJ, Picinali L ( 2023 ) . The SONICOM HRTF Dataset . Journal of the Audio Engineering Society vol. 71 , ( 5 ) 241 - 253 .

Pauwels J, Picinali L ( 2023 ) . On the relevance of the differences between HRTF measurement setups for machine learning . Conference: 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023)

Turchet L, Zanotto C, Pauwels J ( 2023 ) . “Give me happy pop songs in C major and with a fast tempo”: A vocal assistant for content-based queries to online music repositories . International Journal of Human Computer Studies vol. 173 ,

Pauwels J ( 2023 ) . The Hartufo toolkit for machine learning with HRTF data . International Conference on Spatial and Immersive Audio 2023 . 218 - 229 .

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 . The Semantic Web , vol. 12731 , Springer Nature

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, 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, Xambo Sedo 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 . Conference: Proceedings of the Audio Mostly 2018 on Sound in Immersion and Emotion1 - 7 .

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 J-P ( 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 . Conference: Proceedings of the 21st ACM international conference on Multimedia741 - 744 .

Pauwels J, Peeters G ( 2013 ) . EVALUATING AUTOMATICALLY ESTIMATED CHORD SEQUENCES . Conference: 2013 IEEE International Conference on Acoustics, Speech and Signal Processing749 - 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 J-P, Leman M ( 2011 ) . The influence of chord duration modeling on chord and local key extraction . Conference: 2011 10th International Conference on Machine Learning and Applications and Workshops vol. 2 , 136 - 141 .

Pauwels J, Martens J-P, Leman M ( 2011 ) . MODELING MUSICOLOGICAL INFORMATION AS TRIGRAMS IN A SYSTEM FOR SIMULTANEOUS CHORD AND LOCAL KEY EXTRACTION . Conference: 2011 IEEE International Workshop on Machine Learning for Signal Processing1 - 6 .

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 J-P ( 2008 ) . A novel chroma representation of polyphonic music based on multiple pitch tracking techniques . Conference: Proceedings of the 16th ACM international conference on Multimedia667 - 670 .