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Publications

Journal Papers

» Matthias Mauch and Robert M MacCallum and Mark Levy and Armand M Leroi: The Evolution of Popular Music: USA 1960–2010, Royal Society Open Science, 2015.
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» Peter Foster and Matthias Mauch and Simon Dixon: Sequential Complexity as a Descriptor for Musical Similarity, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2014.
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» Matthias Mauch and Klaus Frieler and Simon Dixon: Intonation in Unaccompanied Singing: Accuracy, Drift and a Model of Reference Pitch Memory, Journal of the Acoustical Society of America, 2014.
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» Bob MacCallum and Matthias Mauch and Austin Burt and Armand M Leroi: Evolution of Music by Public Choice, Proceedings of the National Academy of Sciences of the United States of America (www.pnas.org/cgi/doi/10.1073/pnas.1203182109), 2012.
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» Mauch, Matthias and Fujihara, Hiromasa and Goto, Masataka: Integrating Additional Chord Information into HMM-Based Lyrics-to-Audio Alignment, IEEE Transactions on Audio, Speech and Language Processing, in press, 2011.
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» Simon Dixon and Matthias Mauch and Dan Tidhar: Estimation of Harpsichord Inharmonicity and Temperament from Musical Recordings, Journal of the Acoustical Society of America, 2011.
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» Anglade, Amélie and Benetos, Emmanouil and Mauch, Matthias and Dixon, Simon: Improving Music Genre Classification Using Automatically Induced Harmony Rules, Journal of New Music Research, 2010.
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» Tidhar, Dan and Fazekas, Gyorgy and Mauch, Matthias and Dixon, Simon: TempEst: Harpsichord Temperament Estimation in a Semantic-Web Environment, Journal of New Music Research, 2010.
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» Mauch, Matthias and Dixon, Simon: Simultaneous Estimation of Chords and Musical Context from Audio, IEEE Transactions on Audio, Speech, and Language Processing, 2010.
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Invited Talks

» Automatic Chord Identification, invited talk at the Workshop on Music Signal Analysis, 2008.
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Theses

» Mauch, Matthias: Automatic Chord Transcription Using Computational Models of Musical Context, Queen Mary, University of London, 2010.
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» Mauch, Matthias: Simultaneous Confidence Bands in Generalised Linear Models, Universität Rostock; Max Planck Institute für Demografische Forschung, 2005.
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Peer-Reviewed Conference Papers

» M Mauch and C Cannam and R Bittner and G Fazekas and J Salamon and J Dai and J Bello and S Dixon: Computer-aided Melody Note Transcription Using the Tony Software: Accuracy and Efficiency, Proceedings of the First International Conference on Technologies for Music Notation and Representation (TENOR 2015), 2015.
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» Tian Cheng and Simon Dixon and Matthias Mauch: Modelling the Decay of Piano Sounds, Proceedings of the IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP 2015), 2015.
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» Rachel Bittner and Justin Salamon and Mike Tierney and Matthias Mauch and Chris Cannam and Juan Bello: MedleyDB: a Multitrack Dataset for Annotation-intensive MIR Research, 15th International Society for Music Information Retrieval Conference (ISMIR 2014),
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» Tian Cheng and Simon Dixon and Matthias Mauch: A Comparison of Extended Source-filter Models for Musical Signal Reconstruction, Proceedings of the 17th Conference on Digital Audio Effects (DAFx-14), 2014.
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» Christof Weiß and Matthias Mauch and Simon Dixon: Timbre-invariant Audio Features for Style Analysis of Classical Music, Proceedings of the Sound and Music Computing Conference (SMC2014), 2014.
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» Lucas Thompson and Simon Dixon and Matthias Mauch: Drum Transcription via Classification of Bar-level Rhythmic Patterns, Proceedings of the 15th International Society for Music Information Retrieval Conference (ISMIR 2014), 2014.
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» Daniel Stoller and Matthias Mauch and Igor Vatolkin and Claus Weihs: Impact of Frame Size and Instrumentation on Chroma-based Automatic Chord Recognition2014.
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» Matthias Mauch and Sebastian Ewert: The Audio Degradation Toolbox and its Application to Robustness Evaluation, Proceedings of the 14th International Society for Music Information Retrieval Conference (ISMIR 2013), 2013.
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» Tian Cheng and Matthias Mauch and Simon Dixon: A Deterministic Annealing Algorithm for Automatic Music Transcription, Proceedings of the 14th International Society of Music Information Retrieval Conference (ISMIR 2013), 2013.
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» Matthias Mauch and Simon Dixon: A Corpus-based Study of Rhythm Patterns, Proceedings of the 13th International Conference on Music Information Retrieval (ISMIR 2012), 2012.
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» Matthias Mauch and Mark Levy: Structural Change on Multiple Time Scales as a Correlate of Musical Complexity, Proceedings of the 12th International Conference on Music Information Retrieval (ISMIR 2011), 2011.
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» Masataka Goto and Kazuyoshi Yoshii and Hiromasa Fujihara and Matthias Mauch and Tomoyasu Nakano: Songle: A Web Service for Active Music Listening Improved by User Contributions, Proceedings of the 12th International Conference on Music Information Retrieval (ISMIR 2011), 2011.
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» Matthias Mauch and Hiromasa Fujihara and Kazuyoshi Yoshii and Masataka Goto: Timbre and Melody Features for the Recognition of Vocal Activity and Instrumental Solos in Polyphonic Music, Proceedings of the 12th International Conference on Music Information Retrieval (ISMIR 2011), 2011.
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» Mauch, Matthias and Dixon, Simon: Approximate Note Transcription for the Improved Identification of Difficult Chords, Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010), 2010.
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» Crawford, Tim and Mauch, Matthias and Rhodes, Christophe: Recognizing Classical Works in Historic Recordings, Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010), 2010.
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» Mauch, Matthias and Fujihara, Hiromasa and Goto, Masataka: Lyrics-to-Audio Alignment and Phrase-Level Segmentation Using Incomplete Internet-Style Chord Annotations, Proceedings of the 7th Sound and Music Computing Conference (SMC 2010), 2010.
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» Tidhar, Dan and Mauch, Matthias and Dixon, Simon: High Precision Frequency Estimation for Harpsichord Tuning Classification, Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
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» Mauch, Matthias and Noland, Katy and Dixon, Simon: Using Musical Structure to Enhance Automatic Chord Transcription, Proceedings of the 10th International Conference on Music Information Retrieval, 2009.
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» Mauch, Matthias and Dixon, Simon: A Discrete Mixture Model for Chord Labelling, Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR 2008), 2008.
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» Mauch, Matthias and Dixon, Simon and Harte, Christopher and Fields, Benjamin and Casey, Michael: Discovering Chord Idioms Through Beatles and Real Book Songs, Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR 2007), 2007.
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Other Publications

» Matthias Mauch: Anatomy of the UK Charts2011.
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» Matthias Mauch: Visualisation Workshop at King’s College, Workshop on Music Visualisation, King's College, 2011.
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» Matthias Mauch and Hiromasa Fujihara and Masataka Goto: Song Prompter: an Interactive Performance Assistant with Scrolling Lyrics and Chord Display2011.
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» Mauch, Matthias and Dixon, Simon: MIREX 2010: Chord Detection Using a Dynamic Bayesian Network, Submissions to MIREX 2010, 2010.
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» Matthias Mauch and Chris Cannam: NNLS Chroma and Chordino Vamp plugins
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» Mauch, Matthias and Müllensiefen, Daniel and Wiggins, Geraint and Dixon, Simon: Finding Cadences through Boundary Entropy, Digital Music Research Network meeting (DMRN 2007), 2007.
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» Mauch, Matthias and Fujihara, Hiromasa and Goto, Masataka: Song Prompter: An Accompaniment System based on the Automatic Alignment of Lyrics and Chords to Audio, Late-breaking session at the 11th International Conference on Music Information Retrieval (ISMIR 2010), 2010.
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» Tidhar, Dan and Fazekas, Gyorgy and Mauch, Matthias and Dixon, Simon: Temperament Estimation as an MIR task, Late-breaking session at the 11th International Conference on Music Information Retrieval, Utrecht, Netherlands (ISMIR 2010), 2010.
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