Simon Dixon

Orcid: 0000-0002-6098-481X

Affiliations:
  • Queen Mary University of London, UK


According to our database1, Simon Dixon authored at least 162 papers between 1993 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2024
A Data-Driven Analysis of Robust Automatic Piano Transcription.
IEEE Signal Process. Lett., 2024

High Resolution Guitar Transcription via Domain Adaptation.
CoRR, 2024

MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models.
CoRR, 2024

2023
PiJAMA: Piano Jazz with Automatic MIDI Annotations.
Trans. Int. Soc. Music. Inf. Retr., January, 2023

CREPE Notes: A new method for segmenting pitch contours into discrete notes.
CoRR, 2023

Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing.
CoRR, 2023

A Comparative Analysis Of Latent Regressor Losses For Singing Voice Conversion.
CoRR, 2023

Annotating Jazz Recordings Using Lead Sheet Alignment with Deep Chroma Features.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Symbolic Music Representations for Classification Tasks: A Systematic Evaluation.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

FiloBass: A Dataset and Corpus Based Study of Jazz Basslines.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Modeling Harmonic Similarity for Jazz Using Co-occurrence Vectors and the Membrane Area.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Disentangling the Horowitz Factor: Learning Content and Style From Expressive Piano Performance.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
The Jazz Ontology: A semantic model and large-scale RDF repositories for jazz.
J. Web Semant., 2022

A Convolutional-Attentional Neural Framework for Structure-Aware Performance-Score Synchronization.
IEEE Signal Process. Lett., 2022

ATEPP: A Dataset of Automatically Transcribed Expressive Piano Performance.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Towards Robust Unsupervised Disentanglement of Sequential Data - A Case Study Using Music Audio.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021
Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation.
IEEE Signal Process. Lett., 2021

Zero-shot Singing Technique Conversion.
CoRR, 2021

An Exploratory Study on Perceptual Spaces of the Singing Voice.
CoRR, 2021

COSMIC: A Conversational Interface for Human-AI Music Co-Creation.
Proceedings of the 21th International Conference on New Interfaces for Musical Expression, 2021

Detecting Cover Songs with Pitch Class Key-Invariant Networks.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Pitch-Informed Instrument Assignment using a Deep Convolutional Network with Multiple Kernel Shapes.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Filosax: A Dataset of Annotated Jazz Saxophone Recordings.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

MSTRE-Net: Multistreaming Acoustic Modeling for Automatic Lyrics Transcription.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Low Resource Audio-To-Lyrics Alignment from Polyphonic Music Recordings.
Proceedings of the IEEE International Conference on Acoustics, 2021

Structure-Aware Audio-to-Score Alignment Using Progressively Dilated Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2021

Computational Pronunciation Analysis in Sung Utterances.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
A Hybrid Approach to Audio-to-Score Alignment.
CoRR, 2020

Reliable Local Explanations for Machine Listening.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Automatic Lyrics Transcription using Dilated Convolutional Neural Networks with Self-Attention.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators.
Proceedings of the 8th International Conference on Learning Representations, 2020

Learning Frame Similarity using Siamese networks for Audio-to-Score Alignment.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Characterising Confounding Effects in Music Classification Experiments through Interventions.
Trans. Int. Soc. Music. Inf. Retr., 2019

Automatic Music Transcription: An Overview.
IEEE Signal Process. Mag., 2019

GAN-based Generation and Automatic Selection of Explanations for Neural Networks.
CoRR, 2019

Investigating Kernel Shapes and Skip Connections for Deep Learning-Based Harmonic-Percussive Separation.
Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

Understanding Intonation Trajectories and Patterns of Vocal Notes.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Don't hide in the frames: Note- and pattern-based evaluation of automated melody extraction algorithms.
Proceedings of the 6th International Conference on Digital Libraries for Musicology, 2019

2018
Editorial: Introducing the Transactions of the International Society for Music Information Retrieval.
Trans. Int. Soc. Music. Inf. Retr., 2018

Detection of Cut-Points for Automatic Music Rearrangement.
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Understanding a Deep Machine Listening Model Through Feature Inversion.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Two Web Applications for Exploring Melodic Patterns in Jazz Solos.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Adversarial Semi-Supervised Audio Source Separation Applied to Singing Voice Extraction.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Towards Complete Polyphonic Music Transcription: Integrating Multi-Pitch Detection and Rhythm Quantization.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Similarity Measures for Vocal-Based Drum Sample Retrieval Using Deep Convolutional Auto-Encoders.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Jointly Detecting and Separating Singing Voice: A Multi-Task Approach.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018

"What are You Listening to?" Explaining Predictions of Deep Machine Listening Systems.
Proceedings of the 26th European Signal Processing Conference, 2018

Probabilistic Sequential Patterns for Singing Transcription.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017
Identifying Missing and Extra Notes in Piano Recordings Using Score-Informed Dictionary Learning.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Note Value Recognition for Piano Transcription Using Markov Random Fields.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

A Data-Driven Model of Tonal Chord Sequence Complexity.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Note Value Recognition for Rhythm Transcription Using a Markov Random Field Model for Musical Scores and Performances of Piano Music.
CoRR, 2017

Local Interpretable Model-Agnostic Explanations for Music Content Analysis.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Clustering Expressive Timing with Regressed Polynomial Coefficients Demonstrated by a Model Selection Test.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Geographical Origin Prediction of Folk Music Recordings from the United Kingdom.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Analysis of Interactive Intonation in Unaccompanied SATB Ensembles.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Tracking metrical structure changes with sparse-NMF.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Towards the characterization of singing styles in world music.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Pickup position and plucking point estimation on an electric guitar.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Robust and Efficient Joint Alignment of Multiple Musical Performances.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

An End-to-End Neural Network for Polyphonic Piano Music Transcription.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Analysis and Classification of Phonation Modes In Singing.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

On the Evaluation of Rhythmic and Melodic Descriptors for Music Similarity.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Learning a Feature Space for Similarity in World Music.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Analysis of Vocal Imitations of Pitch Trajectories.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

An Attack/Decay Model for Piano Transcription.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Estimation of the reliability of multiple rhythm features extraction from a single descriptor.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Identifying Cover Songs Using Information-Theoretic Measures of Similarity.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

An End-to-End Neural Network for Polyphonic Music Transcription.
CoRR, 2015

Automating Annotation of Media with Linked Data Workflows.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Audio Chord Recognition with a Hybrid Recurrent Neural Network.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Combining Features for Cover Song Identification.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Analysis of Intonation Trajectories in Solo Singing.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Compensating for asynchronies between musical voices in score-performance alignment.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A hybrid recurrent neural network for music transcription.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Modelling the decay of piano sounds.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Improving piano note tracking by HMM smoothing.
Proceedings of the 23rd European Signal Processing Conference, 2015

An Evaluation of Multidimensional Controllers for Sound Design Tasks.
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014
Sequential complexity as a descriptor for musical similarity.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

A Zoomable Mapping of a Musical Parameter Space Using Hilbert Curves.
Comput. Music. J., 2014

The Divergent Interface: Supporting Creative Exploration of Parameter Spaces.
Proceedings of the 14th International Conference on New Interfaces for Musical Expression, 2014


Robust Joint Alignment of Multiple Versions of a Piece of Music.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Drum Transcription via Classification of Bar-Level Rhythmic Patterns.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

An RNN-based Music Language Model for Improving Automatic Music Transcription.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Timbre-invariant Audio Features for Style Analysis of Classical Music.
Proceedings of the Music Technology meets Philosophy, 2014

A Four Strategy Model of Creative Parameter Space Interaction.
Proceedings of the Fifth International Conference on Computational Creativity, 2014

Improved music feature learning with deep neural networks.
Proceedings of the IEEE International Conference on Acoustics, 2014

PYIN: A fundamental frequency estimator using probabilistic threshold distributions.
Proceedings of the IEEE International Conference on Acoustics, 2014

Towards complex matrix decomposition of spectrograms based on the relative phase offsets of harmonic sounds.
Proceedings of the IEEE International Conference on Acoustics, 2014

A Comparison of Extended Source-Filter Models for Musical Signal Reconstruction.
Proceedings of the 17th International Conference on Digital Audio Effects, 2014

2013
Recognising Cello Performers Using Timbre Models.
Proceedings of the Algorithms from and for Nature and Life, 2013

Automatic music transcription: challenges and future directions.
J. Intell. Inf. Syst., 2013

Do Online Social Tags Predict Perceived or Induced Emotional Responses to Music?
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

A Deterministic Annealing EM Algorithm for Automatic Music Transcription.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Missing template estimation for user-assisted music transcription.
Proceedings of the IEEE International Conference on Acoustics, 2013

Identification of cover songs using information theoretic measures of similarity.
Proceedings of the IEEE International Conference on Acoustics, 2013

A Shared Vocabulary for Audio Features.
Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013

Facilitating Music Information Research with Shared Open Vocabularies.
Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013

2012
A Shift-Invariant Latent Variable Model for Automatic Music Transcription.
Comput. Music. J., 2012

Listening Level Changes Music Similarity.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Evaluation of Musical Features for Emotion Classification.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

A Corpus-based Study of Rhythm Patterns.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Ranking Lyrics for Online Search.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Multi-Template Shift-Variant Non-Negative Matrix Deconvolution for Semi-Automatic Music Transcription.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Automatic Music Transcription: Breaking the Glass Ceiling.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Shift-variant non-negative matrix deconvolution for music transcription.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Temporally-Constrained Convolutive Probabilistic Latent Component Analysis for Multi-pitch Detection.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012

A method for identifying repetition structure in musical audio based on time series prediction.
Proceedings of the 20th European Signal Processing Conference, 2012

Score-informed transcription for automatic piano tutoring.
Proceedings of the 20th European Signal Processing Conference, 2012

Adaptive distance normalization for real-time music tracking.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Joint Multi-Pitch Detection Using Harmonic Envelope Estimation for Polyphonic Music Transcription.
IEEE J. Sel. Top. Signal Process., 2011

Multimodal Music Processing (Dagstuhl Seminar 11041).
Dagstuhl Reports, 2011

A temporally-constrained convolutive probabilistic model for pitch detection.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

MIR in School? Lessons from Ethnographic Observation of Secondary School Music Classes.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Guitar Tab Mining, Analysis and Ranking.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

The Temperament Police: The Truth, the Ground Truth, and Nothing but the Truth.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Ethnographic Observations of Musicologists at the British Library: Implications for Music Information Retrieval.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Real-time synchronisation of multimedia streams in a mobile device.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Polyphonic music transcription using note onset and offset detection.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Simultaneous Estimation of Chords and Musical Context From Audio.
IEEE Trans. Speech Audio Process., 2010

Approximate Note Transcription for the Improved Identification of Difficult Chords.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Accurate Real-time Windowed Time Warping.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Multiple-F0 estimation of piano sounds exploiting spectral structure and temporal evolution.
Proceedings of the ISCA Workshop on Statistical And Perceptual Audition, 2010

A guitar tablature score follower.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

High precision frequency estimation for harpsichord tuning classification.
Proceedings of the IEEE International Conference on Acoustics, 2010

Probabilistic and Logic-Based Modelling of Harmony.
Proceedings of the Exploring Music Contents - 7th International Symposium, 2010

2009
Using Musical Structure to Enhance Automatic Chord Transcription.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Genre Classification Using Harmony Rules Induced from Automatic Chord Transcriptions.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

2008
From Toy to Tutor: Note-Scroller is a Game to Teach Music.
Proceedings of the 8th International Conference on New Interfaces for Musical Expression, 2008

A Discrete Mixture Model for Chord Labelling.
Proceedings of the ISMIR 2008, 2008

Characterisation of Harmony With Inductive Logic Programming.
Proceedings of the ISMIR 2008, 2008

Automatic Page Turning for Musicians via Real-Time Machine Listening.
Proceedings of the ECAI 2008, 2008

2007
Discovering Chord Idioms Through Beatles and Real Book Songs.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Evaluating Low-Level Features for Beat Classification and Tracking.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
An experimental comparison of audio tempo induction algorithms.
IEEE Trans. Speech Audio Process., 2006

Probabilistic Combination of Features for Music Classification.
Proceedings of the ISMIR 2006, 2006

2005
A Review of Automatic Rhythm Description Systems.
Comput. Music. J., 2005

MATCH: A Music Alignment Tool Chest.
Proceedings of the ISMIR 2005, 2005

An On-Line Time Warping Algorithm for Tracking Musical Performances.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

The Machine Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (öFAI), Vienna.
Proceedings of the 2005 International Computer Music Conference, 2005

The "Air Worm": an Interface for Real-Time manipulation of Expressive Music Performance.
Proceedings of the 2005 International Computer Music Conference, 2005

Audio Analysis Applications for Music.
Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005

2004
Exploring Music Collections by Browsing Different Views.
Comput. Music. J., 2004

Dance music classification: A tempo-based approach.
Proceedings of the ISMIR 2004, 2004

Towards Characterisation of Music via Rhythmic Patterns.
Proceedings of the ISMIR 2004, 2004

2003
In Search of the Horowitz Factor.
AI Mag., 2003

Analysis of musical expression in audio signals.
Proceedings of the Storage and Retrieval for Media Databases 2003, 2003

Classification of dance music by periodicity patterns.
Proceedings of the ISMIR 2003, 2003

2002
The Performance Worm: Real Time Visualisation of Expression based on Langner's Tempo-Loudness Animation.
Proceedings of the 2002 International Computer Music Conference, 2002

Real Time Tracking and Visualisation of Musical Expression.
Proceedings of the Music and Artificial Intelligence, Second International Conference, 2002

2001
An Interactive Beat Tracking and Visualisation System.
Proceedings of the 2001 International Computer Music Conference, 2001

2000
A Lightweight Multi-agent Musical Beat Tracking System.
Proceedings of the PRICAI 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28, 2000

Beat Tracking with Musical Knowledge.
Proceedings of the ECAI 2000, 2000

1997
Beat Induction and Rhythm Recognition.
Proceedings of the Advanced Topics in Artificial Intelligence, 1997

1996
A Dynamic Modelling Approach to Music Recognition.
Proceedings of the 1996 International Computer Music Conference, 1996

Cocktails and brainwaves-experiments with complex and subliminal auditory stimuli.
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996

1993
Connections Between the ATMS and AGM Belief Revision.
Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

The Implementation of a First-Order Logic AGM Belief Revision System.
Proceedings of the Fifth International Conference on Tools with Artificial Intelligence, 1993


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