Matthias Mauch

42 papers C 1Misc 6Journal 9Unranked 25
YearRankTypeTitle / Venue / Authors
2025 — conf
Self-Supervised Representation Learning with a JEPA Framework for Multi-instrument Music Transcription.
WASPAA
Mary Pilataki, Matthias Mauch, Simon Dixon
2024 — conf
Pitch-aware generative pretraining improves multi-pitch estimation with scarce data.
MMAsia
Mary Pilataki, Matthias Mauch, Simon Dixon
2024 Misc conf
Resource-Constrained Stereo Singing Voice Cancellation.
ICASSP
Clara Borrelli, James Rae, Dogac Basaran, Matt McVicar, Mehrez Souden, Matthias Mauch
2024 J jnl
Resource-constrained stereo singing voice cancellation.
CoRR
Clara Borrelli, James Rae, Dogac Basaran, Matt McVicar, Mehrez Souden, Matthias Mauch
2022 — conf
Multi-objective Hyper-parameter Optimization of Behavioral Song Embeddings.
ISMIR
Massimo Quadrana, Antoine Larreche-Mouly, Matthias Mauch
2022 J jnl
Multi-objective Hyper-parameter Optimization of Behavioral Song Embeddings.
CoRR
Massimo Quadrana, Antoine Larreche-Mouly, Matthias Mauch
2021 J jnl
Downbeat Tracking with Tempo-Invariant Convolutional Neural Networks.
CoRR
Bruno Di Giorgi, Matthias Mauch, Mark Levy
2021 J jnl
Lyric document embeddings for music tagging.
CoRR
Matt McVicar, Bruno Di Giorgi, Baris Dundar, Matthias Mauch
2020 — conf
Downbeat Tracking with Tempo Invariant Convolutional Neural Networks.
ISMIR
Bruno Di Giorgi, Matthias Mauch, Mark Levy
2016 — conf
An Attack/Decay Model for Piano Transcription.
ISMIR
Tian Cheng, Matthias Mauch, Emmanouil Benetos, Simon Dixon
2015 Misc conf
A feedback framework for improved chord recognition based on NMF-based approximate note transcription.
ICASSP
Satoshi Maruo, Kazuyoshi Yoshii, Katsutoshi Itoyama, Matthias Mauch, Masataka Goto
2015 — conf
Analysis of Intonation Trajectories in Solo Singing.
ISMIR
Jiajie Dai, Matthias Mauch, Simon Dixon
2015 — conf
Improving piano note tracking by HMM smoothing.
EUSIPCO
Tian Cheng, Simon Dixon, Matthias Mauch
2015 Misc conf
Modelling the decay of piano sounds.
ICASSP
Tian Cheng, Simon Dixon, Matthias Mauch
2015 J jnl
The Evolution of Popular Music: USA 1960-2010.
CoRR
Matthias Mauch, Robert M. MacCallum, Mark Levy, Armand M. Leroi
2014 C conf
A Comparison of Extended Source-Filter Models for Musical Signal Reconstruction.
DAFx
Tian Cheng, Simon Dixon, Matthias Mauch
2014 — conf
Drum Transcription via Classification of Bar-Level Rhythmic Patterns.
ISMIR
Lucas Thompson, Simon Dixon, Matthias Mauch
2014 — conf
MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research.
ISMIR
Rachel M. Bittner, Justin Salamon, Mike Tierney, Matthias Mauch, Chris Cannam, Juan Pablo Bello
2014 Misc conf
PYIN: A fundamental frequency estimator using probabilistic threshold distributions.
ICASSP
Matthias Mauch, Simon Dixon
2014 J jnl
Sequential Complexity as a Descriptor for Musical Similarity.
CoRR
Peter Foster, Matthias Mauch, Simon Dixon
2014 J jnl
Sequential complexity as a descriptor for musical similarity.
IEEE ACM Trans. Audio Speech Lang. Process.
Peter Foster, Matthias Mauch, Simon Dixon
2014 — conf
Timbre-invariant Audio Features for Style Analysis of Classical Music.
ICMC
Christof Weiß, Matthias Mauch, Simon Dixon
2013 — conf
A Deterministic Annealing EM Algorithm for Automatic Music Transcription.
ISMIR
Tian Cheng, Simon Dixon, Matthias Mauch
2013 — conf
Impact of Frame Size and Instrumentation on Chroma-Based Automatic Chord Recognition.
ECDA
Daniel Stoller, Matthias Mauch, Igor Vatolkin, Claus Weihs
2013 — conf
The Audio Degradation Toolbox and Its Application to Robustness Evaluation.
ISMIR
Matthias Mauch, Sebastian Ewert
2012 — conf
A Corpus-based Study of Rhythm Patterns.
ISMIR
Matthias Mauch, Simon Dixon
2012 J jnl
Integrating Additional Chord Information Into HMM-Based Lyrics-to-Audio Alignment.
IEEE Trans. Speech Audio Process.
Matthias Mauch, Hiromasa Fujihara, Masataka Goto
2012 — conf
PodCastle and Songle: Crowdsourcing-Based Web Services for Retrieval and Browsing of Speech and Music Content.
CrowdSearch
Masataka Goto, Jun Ogata, Kazuyoshi Yoshii, Hiromasa Fujihara, Matthias Mauch, Tomoyasu Nakano
2012 Misc conf
PodCastle and songle: Crowdsourcing-based web services for spoken document retrieval and active music listening.
ITA
Masataka Goto, Jun Ogata, Kazuyoshi Yoshii, Hiromasa Fujihara, Matthias Mauch, Tomoyasu Nakano
2012 — conf
PodCastle and songle: crowdsourcing-based web services for spoken content retrieval and active music listening.
CrowdMM@ACM Multimedia
Masataka Goto, Jun Ogata, Kazuyoshi Yoshii, Hiromasa Fujihara, Matthias Mauch, Tomoyasu Nakano
2011 — conf
Songle: A Web Service for Active Music Listening Improved by User Contributions.
ISMIR
Masataka Goto, Kazuyoshi Yoshii, Hiromasa Fujihara, Matthias Mauch, Tomoyasu Nakano
2011 — conf
Structural Change on Multiple Time Scales as a Correlate of Musical Complexity.
ISMIR
Matthias Mauch, Mark Levy
2011 — conf
Timbre and Melody Features for the Recognition of Vocal Activity and Instrumental Solos in Polyphonic Music.
ISMIR
Matthias Mauch, Hiromasa Fujihara, Kazuyoshi Yoshii, Masataka Goto
2010 — conf
Approximate Note Transcription for the Improved Identification of Difficult Chords.
ISMIR
Matthias Mauch, Simon Dixon
2010 — —
Automatic chord transcription from audio using computational models of musical context.
Matthias Mauch
2010 Misc conf
High precision frequency estimation for harpsichord tuning classification.
ICASSP
Dan Tidhar, Matthias Mauch, Simon Dixon
2010 — conf
Probabilistic and Logic-Based Modelling of Harmony.
CMMR
Simon Dixon, Matthias Mauch, Amelie Anglade
2010 — conf
Recognising Classical Works in Historical Recordings.
ISMIR
Tim Crawford, Matthias Mauch, Christophe Rhodes
2010 J jnl
Simultaneous Estimation of Chords and Musical Context From Audio.
IEEE Trans. Speech Audio Process.
Matthias Mauch, Simon Dixon
2009 — conf
Using Musical Structure to Enhance Automatic Chord Transcription.
ISMIR
Matthias Mauch, Katy C. Noland, Simon Dixon
2008 — conf
A Discrete Mixture Model for Chord Labelling.
ISMIR
Matthias Mauch, Simon Dixon
2007 — conf
Discovering Chord Idioms Through Beatles and Real Book Songs.
ISMIR
Matthias Mauch, Simon Dixon, Christopher Harte, Michael A. Casey, Benjamin Fields