Simon Dixon

According to our database, Simon Dixon authored at least 201 papers between 1993 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Introducing the TISMIR Education Track: What, Why, How?

Meinard Müller, Simon Dixon, Anja Volk, Bob L. T. Sturm, Preeti Rao, Mark Gotham

Trans. Int. Soc. Music. Inf. Retr., January, 2024

A Data-Driven Analysis of Robust Automatic Piano Transcription.

Drew Edwards, Simon Dixon, Emmanouil Benetos, Akira Maezawa, Yuta Kusaka

IEEE Signal Process. Lett., 2024

How does the teacher rate? Observations from the NeuroPiano dataset.

Huan Zhang, Vincent K. M. Cheung, Hayato Nishioka, Simon Dixon, Shinichi Furuya

CoRR, 2024

LLaQo: Towards a Query-Based Coach in Expressive Music Performance Assessment.

Huan Zhang, Vincent K. M. Cheung, Hayato Nishioka, Simon Dixon, Shinichi Furuya

CoRR, 2024

Foundation Models for Music: A Survey.

Yinghao Ma, Anders Øland, Anton Ragni, Bleiz Macsen Del Sette, Charalampos Saitis, Chris Donahue, Chenghua Lin, Christos Plachouras, Emmanouil Benetos, Elio Quinton, Elona Shatri, Fabio Morreale, Ge Zhang, György Fazekas, Gus Xia, Huan Zhang, Ilaria Manco, Jiawen Huang, Julien Guinot, Liwei Lin, Luca Marinelli, Max W. Y. Lam, Megha Sharma, Qiuqiang Kong, Roger B. Dannenberg, Ruibin Yuan, Shangda Wu, Shih-Lun Wu, Shuqi Dai, Shun Lei, Shiyin Kang, Simon Dixon, Wenhu Chen, Wenhao Huang, Xingjian Du, Xingwei Qu, Xu Tan, Yizhi Li, Zeyue Tian, Zhiyong Wu, Zhizheng Wu, Ziyang Ma, Ziyu Wang

CoRR, 2024

DisMix: Disentangling Mixtures of Musical Instruments for Source-level Pitch and Timbre Manipulation.

Yin-Jyun Luo, Kin Wai Cheuk, Woosung Choi, Toshimitsu Uesaka, Keisuke Toyama, Koichi Saito, Chieh-Hsin Lai, Yuhta Takida, Wei-Hsiang Liao, Simon Dixon, Yuki Mitsufuji

CoRR, 2024

GAPS: A Large and Diverse Classical Guitar Dataset and Benchmark Transcription Model.

Xavier Riley, Zixun Guo, Drew Edwards, Simon Dixon

CoRR, 2024

MIDI-to-Tab: Guitar Tablature Inference via Masked Language Modeling.

Drew Edwards, Xavier Riley, Pedro Sarmento, Simon Dixon

CoRR, 2024

Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning.

Yixiao Zhang, Yukara Ikemiya, Woosung Choi, Naoki Murata, Marco A. Martínez Ramírez, Liwei Lin, Gus Xia, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon

CoRR, 2024

Reconstructing the Charlie Parker Omnibook using an audio-to-score automatic transcription pipeline.

Xavier Riley, Simon Dixon

CoRR, 2024

Pitch-aware generative pretraining improves multi-pitch estimation with scarce data.

Mary Pilataki, Matthias Mauch, Simon Dixon

Proceedings of the 6th ACM International Conference on Multimedia in Asia, 2024

YourMT3+: Multi-Instrument Music Transcription with Enhanced Transformer Architectures and Cross-Dataset STEM Augmentation.

Sungkyun Chang, Emmanouil Benetos, Holger Kirchhoff, Simon Dixon

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

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

Yixiao Zhang, Yukara Ikemiya, Gus Xia, Naoki Murata, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

High Resolution Guitar Transcription Via Domain Adaptation.

Xavier Riley, Drew Edwards, Simon Dixon

Proceedings of the IEEE International Conference on Acoustics, 2024

Unsupervised Pitch-Timbre Disentanglement of Musical Instruments Using a Jacobian Disentangled Sequential Autoencoder.

Yin-Jyun Luo, Sebastian Ewert, Simon Dixon

Proceedings of the IEEE International Conference on Acoustics, 2024

Posterior Variance-Parameterised Gaussian Dropout: Improving Disentangled Sequential Autoencoders for Zero-Shot Voice Conversion.

Yin-Jyun Luo, Simon Dixon

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

FiloBass: A Dataset and Corpus Based Study of Jazz Basslines.

Xavier Riley, Simon Dixon

Dataset, November, 2023

Studio MAESTRO (16kHz mono mix).

Drew Edwards, Akira Maezawa, Simon Dixon

Dataset, November, 2023

YourMT3 dataset (Part 1).

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, October, 2023

PiJAMA: Piano Jazz with Automatic MIDI Annotations.

Drew Edwards, Simon Dixon, Emmanouil Benetos

Dataset, September, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

Slakh2100-16k for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, March, 2023

PiJAMA: Piano Jazz with Automatic MIDI Annotations.

Drew Edwards, Simon Dixon, Emmanouil Benetos

Trans. Int. Soc. Music. Inf. Retr., January, 2023

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

Xavier Riley, Simon Dixon

CoRR, 2023

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

Yixiao Zhang, Akira Maezawa, Gus Xia, Kazuhiko Yamamoto, Simon Dixon

CoRR, 2023

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

Brendan O'Connor, Simon Dixon

CoRR, 2023

Annotating Jazz Recordings Using Lead Sheet Alignment with Deep Chroma Features.

Ivan Shanin, Simon Dixon

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Symbolic Music Representations for Classification Tasks: A Systematic Evaluation.

Huan Zhang, Emmanouil Karystinaios, Simon Dixon, Gerhard Widmer, Carlos Eduardo Cancino Chacón

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

FiloBass: A Dataset and Corpus Based Study of Jazz Basslines.

Xavier Riley, Simon Dixon

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.

Carey Bunks, Tillman Weyde, Simon Dixon, Bruno Di Giorgi

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Disentangling the Horowitz Factor: Learning Content and Style From Expressive Piano Performance.

Huan Zhang, Simon Dixon

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

The Jazz Ontology: A semantic model and large-scale RDF repositories for jazz.

Polina Proutskova, Daniel Wolff, György Fazekas, Klaus Frieler, Frank Höger, Olga Velichkina, Gabriel Solis, Tillman Weyde, Martin Pfleiderer, Hélène Camille Crayencour, Geoffroy Peeters, Simon Dixon

J. Web Semant., 2022

A Convolutional-Attentional Neural Framework for Structure-Aware Performance-Score Synchronization.

Ruchit Agrawal, Daniel Wolff, Simon Dixon

IEEE Signal Process. Lett., 2022

ATEPP: A Dataset of Automatically Transcribed Expressive Piano Performance.

Huan Zhang, Jingjing Tang, Syed Rm Rafee, Simon Dixon, George Fazekas, Geraint A. Wiggins

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model.

Yixiao Zhang, Junyan Jiang, Gus Xia, Simon Dixon

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.

Yin-Jyun Luo, Sebastian Ewert, Simon Dixon

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation.

Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck, Patrik Ohlsson

IEEE Signal Process. Lett., 2021

Zero-shot Singing Technique Conversion.

Brendan D. O'Connor, Simon Dixon, George Fazekas

CoRR, 2021

An Exploratory Study on Perceptual Spaces of the Singing Voice.

Brendan D. O'Connor, Simon Dixon, George Fazekas

CoRR, 2021

COSMIC: A Conversational Interface for Human-AI Music Co-Creation.

Yixiao Zhang, Gus Xia, Mark Levy, Simon Dixon

Proceedings of the 21th International Conference on New Interfaces for Musical Expression, 2021

Detecting Cover Songs with Pitch Class Key-Invariant Networks.

Ken O'Hanlon, Emmanouil Benetos, Simon Dixon

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.

Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Filosax: A Dataset of Annotated Jazz Saxophone Recordings.

Dave Foster, Simon Dixon

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

MSTRE-Net: Multistreaming Acoustic Modeling for Automatic Lyrics Transcription.

Emir Demirel, Sven Ahlbäck, Simon Dixon

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Low Resource Audio-To-Lyrics Alignment from Polyphonic Music Recordings.

Emir Demirel, Sven Ahlbäck, Simon Dixon

Proceedings of the IEEE International Conference on Acoustics, 2021

Structure-Aware Audio-to-Score Alignment Using Progressively Dilated Convolutional Neural Networks.

Ruchit Agrawal, Daniel Wolff, Simon Dixon

Proceedings of the IEEE International Conference on Acoustics, 2021

Computational Pronunciation Analysis in Sung Utterances.

Emir Demirel, Sven Ahlbäck, Simon Dixon

Proceedings of the 29th European Signal Processing Conference, 2021

2020

A Hybrid Approach to Audio-to-Score Alignment.

Ruchit Agrawal, Simon Dixon

CoRR, 2020

Reliable Local Explanations for Machine Listening.

Saumitra Mishra, Emmanouil Benetos, Bob L. Sturm, Simon Dixon

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Automatic Lyrics Transcription using Dilated Convolutional Neural Networks with Self-Attention.

Emir Demirel, Sven Ahlbäck, Simon Dixon

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling.

Daniel Stoller, Mi Tian, Sebastian Ewert, Simon Dixon

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators.

Daniel Stoller, Sebastian Ewert, Simon Dixon

Proceedings of the 8th International Conference on Learning Representations, 2020

Learning Frame Similarity using Siamese networks for Audio-to-Score Alignment.

Ruchit Agrawal, Simon Dixon

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Characterising Confounding Effects in Music Classification Experiments through Interventions.

Francisco Rodríguez-Algarra, Bob L. Sturm, Simon Dixon

Trans. Int. Soc. Music. Inf. Retr., 2019

Automatic Music Transcription: An Overview.

Emmanouil Benetos, Simon Dixon, Zhiyao Duan, Sebastian Ewert

IEEE Signal Process. Mag., 2019

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

Saumitra Mishra, Daniel Stoller, Emmanouil Benetos, Bob L. Sturm, Simon Dixon

CoRR, 2019

Investigating Kernel Shapes and Skip Connections for Deep Learning-Based Harmonic-Percussive Separation.

Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck

Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

Understanding Intonation Trajectories and Patterns of Vocal Notes.

Jiajie Dai, Simon Dixon

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.

Klaus Frieler, Dogac Basaran, Frank Höger, Hélène Camille Crayencour, Geoffroy Peeters, Simon Dixon

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.

Simon Dixon, Emilia Gómez, Anja Volk

Trans. Int. Soc. Music. Inf. Retr., 2018

Detection of Cut-Points for Automatic Music Rearrangement.

Daniel Stoller, Vincent Akkermans, Simon Dixon

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.

Daniel Stoller, Sebastian Ewert, Simon Dixon

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Understanding a Deep Machine Listening Model Through Feature Inversion.

Saumitra Mishra, Bob L. Sturm, Simon Dixon

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Two Web Applications for Exploring Melodic Patterns in Jazz Solos.

Klaus Frieler, Frank Höger, Martin Pfleiderer, Simon Dixon

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Adversarial Semi-Supervised Audio Source Separation Applied to Singing Voice Extraction.

Daniel Stoller, Sebastian Ewert, Simon Dixon

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Towards Complete Polyphonic Music Transcription: Integrating Multi-Pitch Detection and Rhythm Quantization.

Eita Nakamura, Emmanouil Benetos, Kazuyoshi Yoshii, Simon Dixon

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Similarity Measures for Vocal-Based Drum Sample Retrieval Using Deep Convolutional Auto-Encoders.

Adib Mehrabi, Keunwoo Choi, Simon Dixon, Mark B. Sandler

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Jointly Detecting and Separating Singing Voice: A Multi-Task Approach.

Daniel Stoller, Sebastian Ewert, Simon Dixon

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

"What are You Listening to?" Explaining Predictions of Deep Machine Listening Systems.

Saumitra Mishra, Bob L. Sturm, Simon Dixon

Proceedings of the 26th European Signal Processing Conference, 2018

Probabilistic Sequential Patterns for Singing Transcription.

Eita Nakamura, Ryo Nishikimi, Simon Dixon, Kazuyoshi Yoshii

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.

Siying Wang, Sebastian Ewert, Simon Dixon

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Note Value Recognition for Piano Transcription Using Markov Random Fields.

Eita Nakamura, Kazuyoshi Yoshii, Simon Dixon

IEEE ACM Trans. Audio Speech Lang. Process., 2017

A Data-Driven Model of Tonal Chord Sequence Complexity.

Bruno Di Giorgi, Simon Dixon, Massimiliano Zanoni, Augusto Sarti

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.

Eita Nakamura, Kazuyoshi Yoshii, Simon Dixon

CoRR, 2017

Local Interpretable Model-Agnostic Explanations for Music Content Analysis.

Saumitra Mishra, Bob L. Sturm, Simon Dixon

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.

Shengchen Li, Simon Dixon, Mark D. Plumbley

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Geographical Origin Prediction of Folk Music Recordings from the United Kingdom.

Vytaute Kedyte, Maria Panteli, Tillman Weyde, Simon Dixon

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Analysis of Interactive Intonation in Unaccompanied SATB Ensembles.

Jiajie Dai, Simon Dixon

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Tracking metrical structure changes with sparse-NMF.

Elio Quinton, Ken O'Hanlon, Simon Dixon, Mark B. Sandler

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Towards the characterization of singing styles in world music.

Maria Panteli, Rachel M. Bittner, Juan Pablo Bello, Simon Dixon

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Pickup position and plucking point estimation on an electric guitar.

Zulfadhli Mohamad, Simon Dixon, Christopher Harte

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Robust and Efficient Joint Alignment of Multiple Musical Performances.

Siying Wang, Sebastian Ewert, Simon Dixon

IEEE ACM Trans. Audio Speech Lang. Process., 2016

An End-to-End Neural Network for Polyphonic Piano Music Transcription.

Siddharth Sigtia, Emmanouil Benetos, Simon Dixon

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Analysis and Classification of Phonation Modes In Singing.

Daniel Stoller, Simon Dixon

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

On the Evaluation of Rhythmic and Melodic Descriptors for Music Similarity.

Maria Panteli, Simon Dixon

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Learning a Feature Space for Similarity in World Music.

Maria Panteli, Emmanouil Benetos, Simon Dixon

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Analysis of Vocal Imitations of Pitch Trajectories.

Jiajie Dai, Simon Dixon

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

An Attack/Decay Model for Piano Transcription.

Tian Cheng, Matthias Mauch, Emmanouil Benetos, Simon Dixon

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.

Elio Quinton, Mark B. Sandler, Simon Dixon

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Identifying Cover Songs Using Information-Theoretic Measures of Similarity.

Peter Foster, Simon Dixon, Anssi Klapuri

IEEE ACM Trans. Audio Speech Lang. Process., 2015

An End-to-End Neural Network for Polyphonic Music Transcription.

Siddharth Sigtia, Emmanouil Benetos, Simon Dixon

CoRR, 2015

Automating Annotation of Media with Linked Data Workflows.

Thomas Wilmering, Kevin R. Page, György Fazekas, Simon Dixon, Sean Bechhofer

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Audio Chord Recognition with a Hybrid Recurrent Neural Network.

Siddharth Sigtia, Nicolas Boulanger-Lewandowski, Simon Dixon

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Combining Features for Cover Song Identification.

Julien Osmalskyj, Peter Foster, Simon Dixon, Jean-Jacques Embrechts

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Analysis of Intonation Trajectories in Solo Singing.

Jiajie Dai, Matthias Mauch, Simon Dixon

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Compensating for asynchronies between musical voices in score-performance alignment.

Siying Wang, Sebastian Ewert, Simon Dixon

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A hybrid recurrent neural network for music transcription.

Siddharth Sigtia, Emmanouil Benetos, Nicolas Boulanger-Lewandowski, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Modelling the decay of piano sounds.

Tian Cheng, Simon Dixon, Matthias Mauch

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Improving piano note tracking by HMM smoothing.

Tian Cheng, Simon Dixon, Matthias Mauch

Proceedings of the 23rd European Signal Processing Conference, 2015

An Evaluation of Multidimensional Controllers for Sound Design Tasks.

Robert Tubb, Simon Dixon

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014

Sequential complexity as a descriptor for musical similarity.

Peter Foster, Matthias Mauch, Simon Dixon

IEEE ACM Trans. Audio Speech Lang. Process., 2014

A Zoomable Mapping of a Musical Parameter Space Using Hilbert Curves.

Robert Tubb, Simon Dixon

Comput. Music. J., 2014

The Divergent Interface: Supporting Creative Exploration of Parameter Spaces.

Robert Tubb, Simon Dixon

Proceedings of the 14th International Conference on New Interfaces for Musical Expression, 2014

Big Data for Musicology.

Tillman Weyde, Stephen Cottrell, Jason Dykes, Emmanouil Benetos, Daniel Wolff, Dan Tidhar, Alexander Kachkaev, Mark D. Plumbley, Simon Dixon, Mathieu Barthet, Nicolas Gold, Samer A. Abdallah, Aquiles Alancar-Brayner, Mahendra Mahey, Adam Tovell

Proceedings of the 1st International Workshop on Digital Libraries for Musicology, 2014

Robust Joint Alignment of Multiple Versions of a Piece of Music.

Siying Wang, Sebastian Ewert, Simon Dixon

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Drum Transcription via Classification of Bar-Level Rhythmic Patterns.

Lucas Thompson, Simon Dixon, Matthias Mauch

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

An RNN-based Music Language Model for Improving Automatic Music Transcription.

Siddharth Sigtia, Emmanouil Benetos, Srikanth Cherla, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Timbre-invariant Audio Features for Style Analysis of Classical Music.

Christof Weiß, Matthias Mauch, Simon Dixon

Proceedings of the Music Technology meets Philosophy, 2014

A Four Strategy Model of Creative Parameter Space Interaction.

Robert Tubb, Simon Dixon

Proceedings of the Fifth International Conference on Computational Creativity, 2014

Improved music feature learning with deep neural networks.

Siddharth Sigtia, Simon Dixon

Proceedings of the IEEE International Conference on Acoustics, 2014

PYIN: A fundamental frequency estimator using probabilistic threshold distributions.

Matthias Mauch, Simon Dixon

Proceedings of the IEEE International Conference on Acoustics, 2014

Towards complex matrix decomposition of spectrograms based on the relative phase offsets of harmonic sounds.

Holger Kirchhoff, Roland Badeau, Simon Dixon

Proceedings of the IEEE International Conference on Acoustics, 2014

A Comparison of Extended Source-Filter Models for Musical Signal Reconstruction.

Tian Cheng, Simon Dixon, Matthias Mauch

Proceedings of the 17th International Conference on Digital Audio Effects, 2014

2013

Recognising Cello Performers Using Timbre Models.

Magdalena Chudy, Simon Dixon

Proceedings of the Algorithms from and for Nature and Life, 2013

Automatic music transcription: challenges and future directions.

Emmanouil Benetos, Simon Dixon, Dimitrios Giannoulis, Holger Kirchhoff, Anssi Klapuri

J. Intell. Inf. Syst., 2013

Do Online Social Tags Predict Perceived or Induced Emotional Responses to Music?

Yading Song, Simon Dixon, Marcus T. Pearce, Andrea R. Halpern

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

A Deterministic Annealing EM Algorithm for Automatic Music Transcription.

Tian Cheng, Simon Dixon, Matthias Mauch

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Missing template estimation for user-assisted music transcription.

Holger Kirchhoff, Simon Dixon, Anssi Klapuri

Proceedings of the IEEE International Conference on Acoustics, 2013

Identification of cover songs using information theoretic measures of similarity.

Peter Foster, Simon Dixon, Anssi Klapuri

Proceedings of the IEEE International Conference on Acoustics, 2013

A Shared Vocabulary for Audio Features.

Alo Allik, György Fazekas, Simon Dixon, Mark B. Sandler

Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013

Facilitating Music Information Research with Shared Open Vocabularies.

Alo Allik, György Fazekas, Simon Dixon, Mark B. Sandler

Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013

2012

A Shift-Invariant Latent Variable Model for Automatic Music Transcription.

Emmanouil Benetos, Simon Dixon

Comput. Music. J., 2012

Listening Level Changes Music Similarity.

Michael Terrell, György Fazekas, Andrew Simpson, Jordan B. L. Smith, Simon Dixon

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Evaluation of Musical Features for Emotion Classification.

Yading Song, Simon Dixon, Marcus T. Pearce

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

A Corpus-based Study of Rhythm Patterns.

Matthias Mauch, Simon Dixon

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Ranking Lyrics for Online Search.

Robert Macrae, Simon Dixon

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.

Holger Kirchhoff, Simon Dixon, Anssi Klapuri

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Automatic Music Transcription: Breaking the Glass Ceiling.

Emmanouil Benetos, Simon Dixon, Dimitrios Giannoulis, Holger Kirchhoff, Anssi Klapuri

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Shift-variant non-negative matrix deconvolution for music transcription.

Holger Kirchhoff, Simon Dixon, Anssi Klapuri

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Temporally-Constrained Convolutive Probabilistic Latent Component Analysis for Multi-pitch Detection.

Emmanouil Benetos, Simon Dixon

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

A method for identifying repetition structure in musical audio based on time series prediction.

Peter Foster, Anssi Klapuri, Simon Dixon

Proceedings of the 20th European Signal Processing Conference, 2012

Score-informed transcription for automatic piano tutoring.

Emmanouil Benetos, Anssi Klapuri, Simon Dixon

Proceedings of the 20th European Signal Processing Conference, 2012

Adaptive distance normalization for real-time music tracking.

Andreas Arzt, Gerhard Widmer, Simon Dixon

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Joint Multi-Pitch Detection Using Harmonic Envelope Estimation for Polyphonic Music Transcription.

Emmanouil Benetos, Simon Dixon

IEEE J. Sel. Top. Signal Process., 2011

Multimodal Music Processing (Dagstuhl Seminar 11041).

Meinard Müller, Masataka Goto, Simon Dixon

Dagstuhl Reports, 2011

A temporally-constrained convolutive probabilistic model for pitch detection.

Emmanouil Benetos, Simon Dixon

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.

Dan Stowell, Simon Dixon

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Guitar Tab Mining, Analysis and Ranking.

Robert Macrae, Simon Dixon

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.

Simon Dixon, Dan Tidhar, Emmanouil Benetos

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.

Mathieu Barthet, Simon Dixon

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Real-time synchronisation of multimedia streams in a mobile device.

Robert Macrae, Joachim Neumann, Xavier Anguera, Nuria Oliver, Simon Dixon

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Polyphonic music transcription using note onset and offset detection.

Emmanouil Benetos, Simon Dixon

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Simultaneous Estimation of Chords and Musical Context From Audio.

Matthias Mauch, Simon Dixon

IEEE Trans. Speech Audio Process., 2010

Approximate Note Transcription for the Improved Identification of Difficult Chords.

Matthias Mauch, Simon Dixon

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Accurate Real-time Windowed Time Warping.

Robert Macrae, Simon Dixon

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Multiple-F0 estimation of piano sounds exploiting spectral structure and temporal evolution.

Emmanouil Benetos, Simon Dixon

Proceedings of the ISCA Workshop on Statistical And Perceptual Audition, 2010

A guitar tablature score follower.

Robert Macrae, Simon Dixon

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

High precision frequency estimation for harpsichord tuning classification.

Dan Tidhar, Matthias Mauch, Simon Dixon

Proceedings of the IEEE International Conference on Acoustics, 2010

Probabilistic and Logic-Based Modelling of Harmony.

Simon Dixon, Matthias Mauch, Amelie Anglade

Proceedings of the Exploring Music Contents - 7th International Symposium, 2010

2009

Using Musical Structure to Enhance Automatic Chord Transcription.

Matthias Mauch, Katy C. Noland, Simon Dixon

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Genre Classification Using Harmony Rules Induced from Automatic Chord Transcriptions.

Amelie Anglade, Rafael Ramírez, Simon Dixon

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.

Robert Macrae, Simon Dixon

Proceedings of the 8th International Conference on New Interfaces for Musical Expression, 2008

A Discrete Mixture Model for Chord Labelling.

Matthias Mauch, Simon Dixon

Proceedings of the ISMIR 2008, 2008

Characterisation of Harmony With Inductive Logic Programming.

Amelie Anglade, Simon Dixon

Proceedings of the ISMIR 2008, 2008

Automatic Page Turning for Musicians via Real-Time Machine Listening.

Andreas Arzt, Gerhard Widmer, Simon Dixon

Proceedings of the ECAI 2008, 2008

2007

Discovering Chord Idioms Through Beatles and Real Book Songs.

Matthias Mauch, Simon Dixon, Christopher Harte, Michael A. Casey, Benjamin Fields

Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Evaluating Low-Level Features for Beat Classification and Tracking.

Fabien Gouyon, Simon Dixon, Gerhard Widmer

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

An experimental comparison of audio tempo induction algorithms.

Fabien Gouyon, Anssi Klapuri, Simon Dixon, M. Alonso, George Tzanetakis, C. Uhle, Pedro Cano

IEEE Trans. Speech Audio Process., 2006

Probabilistic Combination of Features for Music Classification.

Arthur Flexer, Fabien Gouyon, Simon Dixon, Gerhard Widmer

Proceedings of the ISMIR 2006, 2006

2005

A Review of Automatic Rhythm Description Systems.

Fabien Gouyon, Simon Dixon

Comput. Music. J., 2005

MATCH: A Music Alignment Tool Chest.

Simon Dixon, Gerhard Widmer

Proceedings of the ISMIR 2005, 2005

An On-Line Time Warping Algorithm for Tracking Musical Performances.

Simon Dixon

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.

Gerhard Widmer, Simon Dixon, Arthur Flexer, Werner Goebl, Peter Knees, Søren Tjagvad Madsen, Elias Pampalk, Tim Pohle, Markus Schedl, Asmir Tobudic

Proceedings of the 2005 International Computer Music Conference, 2005

The "Air Worm": an Interface for Real-Time manipulation of Expressive Music Performance.

Simon Dixon, Werner Goebl, Gerhard Widmer

Proceedings of the 2005 International Computer Music Conference, 2005

Audio Analysis Applications for Music.

Simon Dixon

Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005

2004

Exploring Music Collections by Browsing Different Views.

Elias Pampalk, Simon Dixon, Gerhard Widmer

Comput. Music. J., 2004

Dance music classification: A tempo-based approach.

Fabien Gouyon, Simon Dixon

Proceedings of the ISMIR 2004, 2004

Towards Characterisation of Music via Rhythmic Patterns.

Simon Dixon, Fabien Gouyon, Gerhard Widmer

Proceedings of the ISMIR 2004, 2004

2003

In Search of the Horowitz Factor.

Gerhard Widmer, Simon Dixon, Werner Goebl, Elias Pampalk, Asmir Tobudic

AI Mag., 2003

Analysis of musical expression in audio signals.

Simon Dixon

Proceedings of the Storage and Retrieval for Media Databases 2003, 2003

Classification of dance music by periodicity patterns.

Simon Dixon, Elias Pampalk, Gerhard Widmer

Proceedings of the ISMIR 2003, 2003

2002

The Performance Worm: Real Time Visualisation of Expression based on Langner's Tempo-Loudness Animation.

Simon Dixon, Werner Goebl, Gerhard Widmer

Proceedings of the 2002 International Computer Music Conference, 2002

Real Time Tracking and Visualisation of Musical Expression.

Simon Dixon, Werner Goebl, Gerhard Widmer

Proceedings of the Music and Artificial Intelligence, Second International Conference, 2002

2001

An Interactive Beat Tracking and Visualisation System.

Simon Dixon

Proceedings of the 2001 International Computer Music Conference, 2001

2000

A Lightweight Multi-agent Musical Beat Tracking System.

Simon Dixon

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.

Simon Dixon, Emilios Cambouropoulos

Proceedings of the ECAI 2000, 2000

1997

Beat Induction and Rhythm Recognition.

Simon Dixon

Proceedings of the Advanced Topics in Artificial Intelligence, 1997

1996

A Dynamic Modelling Approach to Music Recognition.

Simon Dixon

Proceedings of the 1996 International Computer Music Conference, 1996

Cocktails and brainwaves-experiments with complex and subliminal auditory stimuli.

David M. W. Powers, Simon E. Dixon, C. Richard Clark, Darren L. Weber

Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996

1993

Connections Between the ATMS and AGM Belief Revision.

Simon Dixon, Norman Y. Foo

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.

Simon Dixon, Wayne Wobcke

Proceedings of the Fifth International Conference on Tools with Artificial Intelligence, 1993