Simon Dixon

Simon Dixon

Queen Mary University of London

H-index: 54

Europe-United Kingdom

About Simon Dixon

Simon Dixon, With an exceptional h-index of 54 and a recent h-index of 32 (since 2020), a distinguished researcher at Queen Mary University of London, specializes in the field of Music Informatics, music information retrieval, sound and music computing, audio signal processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

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

High Resolution Guitar Transcription via Domain Adaptation

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

A Data-Driven Analysis of Robust Automatic Piano Transcription

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

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

Annotating Jazz Recordings Using Lead Sheet Alignment with Deep Chroma Features

Simon Dixon Information

University

Position

Centre for Digital Music

Citations(all)

11993

Citations(since 2020)

4652

Cited By

9163

hIndex(all)

54

hIndex(since 2020)

32

i10Index(all)

154

i10Index(since 2020)

90

Email

University Profile Page

Queen Mary University of London

Google Scholar

View Google Scholar Profile

Simon Dixon Skills & Research Interests

Music Informatics

music information retrieval

sound and music computing

audio signal processing

Top articles of Simon Dixon

Title

Journal

Author(s)

Publication Date

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

Yin-Jyun Luo

Simon Dixon

2024/4/14

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

Yin-Jyun Luo

Sebastian Ewert

Simon Dixon

2024/4/14

High Resolution Guitar Transcription via Domain Adaptation

arXiv preprint arXiv:2402.15258

Xavier Riley

Drew Edwards

Simon Dixon

2024/2/23

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

arXiv preprint arXiv:2402.06178

Yixiao Zhang

Yukara Ikemiya

Gus Xia

Naoki Murata

Marco Martínez

...

2024/2/9

A Data-Driven Analysis of Robust Automatic Piano Transcription

IEEE Signal Processing Letters

Drew Edwards

Simon Dixon

Emmanouil Benetos

Akira Maezawa

Yuta Kusaka

2024/2/8

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

arXiv preprint arXiv:2311.08884

Xavier Riley

Simon Dixon

2023/11/15

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

Huan Zhang

Simon Dixon

2023/6/4

Annotating Jazz Recordings Using Lead Sheet Alignment with Deep Chroma Features

Ivan Shanin

Simon Dixon

2023/10/22

SPEAKER AND SINGER VERIFICATION USING A DISENTANGLED VOCAL TIMBRE REPRESENTATION

Yin-Jyun Luo

Simon Dixon

2023/11/5

A Comparative Analysis Of Latent Regressor Losses For Singing Voice Conversion

arXiv preprint arXiv:2302.13678

Brendan O'Connor

Simon Dixon

2023/2/27

Loop Copilot: Conducting AI ensembles for music generation and iterative editing

arXiv preprint arXiv:2310.12404

Yixiao Zhang

Akira Maezawa

Gus Xia

Kazuhiko Yamamoto

Simon Dixon

2023/10/19

AUTOMATIC PRODUCTION OF ACOUSTIC PIANO TRANSCRIPTION DATA

Andrew C Edwards

Simon Dixon

Akira Maezawa

Yuta Kusaka

2023/11/5

PiJAMA: Piano Jazz with Automatic MIDI Annotations

Transactions of the International Society for Music Information Retrieval

Drew Edwards

Simon Dixon

Emmanouil Benetos

2023

Symbolic Music Representations for Classification Tasks: A Systematic Evaluation

arXiv preprint arXiv:2309.02567

Huan Zhang

Emmanouil Karystinaios

Simon Dixon

Gerhard Widmer

Carlos Eduardo Cancino-Chacón

2023/9/5

On the Use of Synthesized Datasets and Transformer Adaptors for Musical Instrument Recognition

Keitaro Tanaka

Yin-Jyun Luo

Kin Wai Cheuk

Kazuyoshi Yoshii

Shigeo Morishima

...

2023/11/5

ATEPP: A dataset of automatically transcribed expressive piano performance

Huan Zhang

Jingjing Tang

Syed Rafee

Simon Dixon

George Fazekas

...

2023/7/14

FiloBass: A Dataset and Corpus Based Study of Jazz Basslines

arXiv preprint arXiv:2311.02023

Xavier Riley

Simon Dixon

2023/11/3

Modeling Harmonic Similarity for Jazz Using Co-occurrence Vectors and the Membrane Area

Carey Bunks

Simon Dixon

Tillman Weyde

Bruno Di Giorgi

2023/6/20

YourMT3: a toolkit for training multi-task and multi-track music transcription model for everyone

Authorea Preprints

Sungkyun Chang

Simon Dixon

Emmanouil Benetos

2023/10/30

Towards Robust Unsupervised Disentanglement of Sequential Data--A Case Study Using Music Audio

arXiv preprint arXiv:2205.05871

Yin-Jyun Luo

Sebastian Ewert

Simon Dixon

2022/5/12

See List of Professors in Simon Dixon University(Queen Mary University of London)

Co-Authors

H-index: 63
Gerhard Widmer

Gerhard Widmer

Johannes Kepler Universität Linz

H-index: 55
Mark Sandler

Mark Sandler

Queen Mary University of London

H-index: 42
Marcus Pearce

Marcus Pearce

Queen Mary University of London

H-index: 37
Emmanouil Benetos

Emmanouil Benetos

Queen Mary University of London

H-index: 31
George Fazekas

George Fazekas

Queen Mary University of London

H-index: 27
Bob L. T. Sturm

Bob L. T. Sturm

Kungliga Tekniska högskolan

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