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School of Electronic Engineering and Computer Science

Dr Johan Pauwels

Johan

Postdoctoral Research Assistant

Email: j.pauwels@qmul.ac.uk
Room Number: Engineering, Eng 408

Research

Publications

    • Turchet L, Pauwels J (2022), Music Emotion Recognition: Intention of Composers-Performers Versus Perception of Musicians, Non-Musicians, and Listening Machines $nameOfConference


    • Buffa M, Cabrio E, Fell M et al. (2021), The WASABI Dataset: Cultural, Lyrics and Audio Analysis Metadata About 2 Million Popular Commercially Released Songs $nameOfConference


    • Turchet L, Pauwels J, Fischione C et al. (2020), Cloud-smart Musical Instrument Interactions $nameOfConference


    • Pauwels J, Fazekas G, Sandler MB (2020), A Critical Look at the Applicability of Markov Logic Networks for Music Signal Analysis $nameOfConference


    • Pauwels J, O'Hanlon K, Gómez E et al. (2019), 20 Years of Automatic Chord Recognition from Audio Proceedings of the 20th Conference of the International Society for Music Information Retrieval (ISMIR)

    • Senvaityte D, Pauwels J, Sandler M (2019), Guitar String Separation Using Non-Negative Matrix Factorization and Factor Deconvolution Audio Mostly 2019


    • Pauwels J, Sandler M (2019), Finding new practice material through chord-based exploration of a large music catalogue Proceedings of the 16th Sound and Music Conference

    • Pauwels J, Sandler MB (2019), A web-based system for suggesting new practice material to music learners based on chord content 2nd Workshop on Intelligent Music Interfaces for Listening and Creation

    • Pauwels J, Xambó A, Roma G et al. (2018), Exploring Real-time Visualisations to Support Chord Learning with a Large Music Collection 4th Web Audio Conference (WAC)

    • Pauwels J, Sandler M (2018), pywebaudioplayer: Bridging the gap between audio processing code and attractive visualisations based on web technology 4th Web Audio Conference (WAC)

    • Xambó A, Pauwels J, Roma G et al. (2018), Jam with Jamendo: Querying a large music collection by chords from a learner's perspective $nameOfConference


    • Pauwels J, Fazekas G, Sandler M (2018), Recommending songs to music learners based on chord content 2018 Joint Workshop on Machine Learning for Music

    • Xi Q, Bittner RM, Pauwels J et al. (2018), Guitarset: A dataset for guitar transcription $nameOfConference

    • Xi Q, Bittner RM, PAUWELS J et al. (2017), Guitar-set preview: a dataset for guitar transcription and more 18th Conference of the International Society for Music Information Retrieval (ISMIR): Late Breaking/Demo Session

    • O'Hanlon KO, Ewert S, Pauwels J et al. (2017), Improved template-based chord recognition using the CRP feature 2017 IEEE Conference on Acoustics, Speech and Signal Processing


    • Pauwels J, O hanlon K, Fazekas G et al. (2017), Confidence Measures and Their Applications in Music Labelling Systems Based on Hidden Markov Models $nameOfConference

    • Peeters G, Pauwels J (2016), Chord Recognition $nameOfConference


    • PAUWELS J (2016), Exploiting prior knowledge during automatic key and chord estimation from musical audio Ghent University

    • Pauwels J, Martens JP (2014), Combining Musicological Knowledge About Chords and Keys in a Simultaneous Chord and Local Key Estimation System $nameOfConference


    • Burgoyne JA, de Haas WB, Pauwels J (2014), On comparative statistics for labelling tasks: what can we learn from MIREX ACE 2013? 15th Conference of the International Society for Music Information Retrieval (ISMIR)

    • Pauwels J, Peeters G (2013), Segmenting music through the joint estimation of keys, chords and structural boundaries $nameOfConference


    • Pauwels J, Peeters G (2013), Evaluating automatically estimated chord sequences $nameOfConference


    • Pauwels J, Kaiser F, Peeters G (2013), Combining harmony-based and novelty-based approaches for structural segmentation 14th Conference of the International Society for Music Information Retrieval (ISMIR)

    • Pauwels J, Martens JP, Leman M (2011), Modeling musicological information as trigrams in a system for simultaneous chord and local key extraction $nameOfConference


    • Pauwels J, Martens JP, Leman M (2011), The influence of chord duration modeling on chord and local key extraction $nameOfConference


    • Pauwels J, Martens J-P, Leman M (2011), Improving the key extraction performance of a simultaneous local key and chord estimation system 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 $nameOfConference

    • Varewyck M, Pauwels J, Martens JP (2008), A novel chroma representation of polyphonic music based on multiple pitch tracking techniques $nameOfConference


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