Simon Dixon

Queen Mary University of London — United Kingdom

Computer Science · Physical Sciences

41h-index6.5kcitations311works1.32yr avg
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Research Topics

Music and Audio Processing(248), Music Technology and Sound Studies(184), Speech and Audio Processing(106), Neuroscience and Music Perception(67), Diverse Musicological Studies(28)

Publications311 total

Enhanced Automatic Drum Transcription via Drum Stem Source Separation
arXiv (Cornell University)·2025Open Access
Is England's 10 year health plan fit for the future?
Public Health·2025
Efficient Representation Learning for Music Via Likelihood Factorisation of a Variational Autoencoder
2025
Analysis of Improvised Jazz Melodies Using Harmonic Tags
2025
LLaQo: Towards a Query-Based Coach in Expressive Music Performance Assessment
2025· 1 cited
Radial-flow gas turbines
Elsevier eBooks·2025
Axial-flow compressors and ducted fans
Elsevier eBooks·2025
Pitch-aware generative pretraining improves multi-pitch estimation with scarce data
2024· 1 cited
How does the teacher rate? Observations from the NeuroPiano dataset
arXiv (Cornell University)·2024Open Access
Dig That Lick:
2024· 1 cited
LLaQo: Towards a Query-Based Coach in Expressive Music Performance Assessment
arXiv (Cornell University)·2024Open Access
GAPS: A Large and Diverse Classical Guitar Dataset and Benchmark Transcription Model
arXiv (Cornell University)·2024· 1 citedOpen Access
DExter: Learning and Controlling Performance Expression with Diffusion Models
Applied Sciences·2024· 6 citedOpen Access
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning
arXiv (Cornell University)·2024Open Access
Reconstructing the Charlie Parker Omnibook using an audio-to-score automatic transcription pipeline
arXiv (Cornell University)·2024Open Access
High Resolution Guitar Transcription Via Domain Adaptation
2024· 8 cited
Unsupervised Pitch-Timbre Disentanglement of Musical Instruments Using a Jacobian Disentangled Sequential Autoencoder
2024· 2 citedOpen Access
Posterior Variance-Parameterised Gaussian Dropout: Improving Disentangled Sequential Autoencoders for Zero-Shot Voice Conversion
2024· 1 citedOpen Access
High Resolution Guitar Transcription via Domain Adaptation
arXiv (Cornell University)·2024Open Access
A Data-Driven Analysis of Robust Automatic Piano Transcription
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Emmanouil Benetos(11), Matthias Mauch(9), Gerhard Widmer(9), Elias Pampalk(5), Siddharth Sigtia(4), Fabien Gouyon(4), Anssi Klapuri(3), Yading Song(3), Marcus T. Pearce(3), Werner Goebl(3), Dimitrios Giannoulis(2), Holger Kirchhoff(2), Sebastian Ewert(2), Meinard Müller(2), Emilios Cambouropoulos(2), Nicolas Boulanger-Lewandowski(2), Amélie Anglade(2), Zhiyao Duan(1), Miguel Alonso(1), George Tzanetakis(1)