People

Academic

picture of person

Dr Aidan Hogg

Lecturer in Computer Science

spatial and immersive audio, music signal processing, machine learning for audio, music information retrieval

picture of person

Prof Andrew McPherson

Professor of Musical Interaction

new interfaces for musical expression, augmented instruments, performance study, human-computer interaction, embedded hardware

picture of person

Dr Anna Xambó

Senior Lecturer in Sound and Music Computing

new interfaces for musical expression, performance study, human-computer interaction, interaction design

picture of person

Dr Charalampos Saitis

Lecturer in Digital Music Processing, Turing Fellow

Communication acoustics, crossmodal correspondences, sound synthesis, cognitive audio, musical haptics

picture of person

Dr Emmanouil Benetos

Reader in Machine Listening, Turing Fellow

Machine listening, music information retrieval, computational sound scene analysis, machine learning for audio analysis, language models for music and audio, computational musicology

picture of person

Dr George Fazekas

Senior Lecturer

Semantic Audio, Music Information Retrieval, Semantic Web for Music, Machine Learning and Data Science, Music Emotion Recognition, Interactive music sytems (e.g. intellignet editing, audio production and performance systems)

picture of person

Dr Johan Pauwels

Lecturer in Audio Signal Processing

automatic music labelling, music information retrieval, music signal processing, machine learning for audio, chord/key/structure (joint) estimation, instrument identification, multi-track/channel audio, music transcription, graphical models, big data science

picture of person

Prof. Joshua D Reiss

Professor of Audio Engineering

sound engineering, intelligent audio production, sound synthesis, audio effects, automatic mixing

picture of person

Dr Lin Wang

Lecturer in Applied Data Science and Signal Processing

signal processing; machine learning; robot perception

picture of person

Prof Mark Sandler

C4DM Director, Turing Fellow, Royal Society Wolfson Research Merit award holder

Digital Signal Processing, Digital Audio, Music Informatics, Audio Features, Semantic Audio, Immersive Audio, Studio Science, Music Data Science, Music Linked Data.

picture of person

Dr Mathieu Barthet

Senior Lecturer in Digital Media

Music information research, Internet of musical things, Extended reality, New interfaces for musical expression, Semantic audio, Music perception (timbre, emotions), Audience-Performer interaction, Participatory art

picture of person

Prof. Simon Dixon

Professor of Computer Science, Deputy Director of C4DM, Director of the AIM CDT, Turing Fellow

Music informatics, music signal processing, artificial intelligence, music cognition; extraction of musical content (e.g. rhythm, harmony, intonation) from audio signals: beat tracking, audio alignment, chord and note transcription, singing intonation; using signal processing approaches, probabilistic models, and deep learning.

picture of person

Dr Tony Stockman

Senior Lecturer

Interaction Design, auditory displays, Data Sonification, Collaborative Systems, Cross-modal Interaction, Assistive Technology, Accessibility

Academic Associate

picture of person

Prof Geraint Wiggins

Professor of Computational Creativity

Computational Creativity, Artificial Intelligence, Music Cognition

picture of person

Dr Marcus Pearce

Reader in Cognitive Science

Music Cognition, Auditory Perception, Empirical Aesthetics, Statistical Learning, Probabilistic Modelling.

picture of person

Prof Matthew Purver

Professor of Computational Linguistics, Turing Fellow

computational linguistics including models of language and music

picture of person

Prof Pat Healey

Professor of Human Interaction, Turing Fellow

description

PhD

picture of person

Adam Andrew Garrow

PhD Student

: Probabilistic learning of sequential structures in music cognition

picture of person

Adán Benito

PhD Student

Beyond the fret: gesture analysis on fretted instruments and its applications to instrument augmentation

picture of person

Aditya Bhattacharjee

PhD Student

Self-supervision in Audio Fingerprinting

picture of person

Alexander Williams

PhD Student

User-driven deep music generation in digital audio workstations

picture of person

Andrea Guidi

PhD Student

Design for auditory imagery

picture of person

Andrea Martelloni

PhD Student

Real-Time Gesture Classification on an Augmented Acoustic Guitar using Deep Learning to Improve Extended-Range and Percussive Solo Playing

picture of person

Andrew (Drew) Edwards

PhD Student

Deep Learning for Jazz Piano: Transcription + Generative Modeling

picture of person

Antonella Torrisi

PhD Student

Computational analysis of chick vocalisations: from categorisation to live feedback

picture of person

Ashley Noel-Hirst

PhD Student

Latent Spaces for Human-AI music generation

picture of person

Benjamin Hayes

PhD Student

Perceptually motivated deep learning approaches to creative sound synthesis

picture of person

Berker Banar

PhD Student

Towards Composing Contemporary Classical Music using Generative Deep Learning

picture of person

Carey Bunks

PhD Student

Cover Song Identification

picture of person

Chin-Yun Yu

PhD Student

Neural Audio Synthesis with Expressiveness Control

picture of person

Chengye Wu

PhD Student

Leveraging cross-sensory associations in communication

picture of person

Christian Steinmetz

PhD Student

End-to-end generative modeling of multitrack mixing with non-parallel data and adversarial networks

picture of person

Christopher Mitcheltree

PhD Student

Representation Learning for Audio Production Style and Modulations

picture of person

Chris Winnard

PhD Student

Music Interestingness in the Brain

picture of person

Corey Ford

PhD Student

Artificial Intelligence for Supporting Musical Creativity and Engagement in Child-Computer Interaction

picture of person

Cyrus Vahidi

PhD Student

Perceptual end to end learning for music understanding

picture of person

Dalia Senvaityte

PhD Student

Audio Source Separation for Advanced Digital Audio Effects

picture of person

David Südholt

PhD Student

Machine Learning of Physical Models for Voice Synthesis

picture of person

David Foster

PhD Student

Modelling the Creative Process of Jazz Improvisation

picture of person

Eleanor Row

PhD Student

Automatic micro-composition for professional/novice composers using generative models as creativity support tools

picture of person

Elizabeth Wilson

PhD Student

Co-creative Algorithmic Composition Based on Models of Affective Response

picture of person

Elona Shatri

PhD Student

Optical music recognition using deep learning

picture of person

Gary Bromham

PhD Student

The role of nostalga in music production

picture of person

Giacomo Lepri

PhD Student

Exploring the role of culture and community in the design of new musical instruments

picture of person

Harnick Khera

PhD Student

Informed source separation for multi-mic production

picture of person

Huan Zhang

PhD Student

Computational Modelling of Expressive Piano Performance

picture of person

Iacopo Ghinassi

PhD Student

Semantic understanding of TV programme content and structure to enable automatic enhancement and adjustment

picture of person

Ilaria Manco

PhD Student

Multimodal Deep Learning for Music Information Retrieval

picture of person

Jinhua Liang

PhD Student

AI for everyday sounds

picture of person

Jordie Shier

PhD Student

Real-time timbral mapping for synthesized percussive performance

picture of person

Lele Liu

PhD Student

Automatic music transcription with end-to-end deep neural networks

picture of person

Lewis Wolstanholme

PhD Student

Meta-Physical Modelling

picture of person

Luca Marinelli

PhD Student

Gender-coded sound: A multimodal data-driven analysis of gender encoding strategies in sound and music for advertising

picture of person

Madeline Hamilton

PhD Student

Improving AI-generated Music with Pleasure Models

picture of person

Marco Comunità

PhD Student

Machine learning applied to sound synthesis models

picture of person

Mary Pilataki

PhD Student

Deep Learning methods for Multi-Instrument Music Transcription

picture of person

Maryam Torshizi

PhD Student

Music emotion modelling using graph analysis

picture of person

Max Graf

PhD Student

PERFORM-AI (Provide Extended Realities for Musical Performance using AI)

picture of person

Nelly Garcia

PhD Student

An investigation evaluating realism in sound design

picture of person

Oluremi Falowo

PhD Student

E-AIM - Embodied Cognition in Intelligent Musical Systems

picture of person

Ningzhi Wang

PhD Student

Generative Models For Music Audio Representation And Understanding

picture of person

Pedro Sarmento

PhD Student

Guitar-Oriented Neural Music Generation in Symbolic Format

picture of person

Teresa Pelinski

PhD Student

Sensor mesh as performance interface

picture of person

Ruby Crocker

PhD Student

Continuous mood recognition in film music

picture of person

Saurjya Sarkar

PhD Student

New perspectives in instrument-based audio source separation

picture of person

Sebastián Ruiz

PhD Student

Physiological Responses to Ensemble Interaction

picture of person

Shahar Elisha

PhD Student

Style classification of podcasts using audio

picture of person

Shubhr Singh

PhD Student

Audio Applications of Novel Mathematical Methods in Deep Learning

picture of person

Soumya Sai Vanka

PhD Student

Music Production Style Transfer and Mix Similarity

picture of person

Teodoro Dannemann

PhD Student

Sabotaging, errors and other mistakes as a source of new techniques in music improvisation

picture of person

Thomas Kaplan

PhD Student

Probabilistic modelling of rhythm perception and production

picture of person

Tyler Howard McIntosh

PhD Student

Expressive Performance Rendering for Music Generation Systems

picture of person

Xavier Riley

PhD Student

Pitch tracking for music applications - beyond 99% accuracy

picture of person

Vjosa Preniqi

PhD Student

Predicting demographics, personalities, and global values from digital media behaviours

picture of person

Yannis (John) Vasilakis

PhD Student

Active Learning for Interactive Music Transcription

picture of person

Yinghao Ma

PhD Student

Self-supervision in machine listening

picture of person

Yin-Jyun Luo

PhD Student

Industry-scale Machine Listening for Music and Audio Data

picture of person

Yixiao Zhang

PhD Student

Machine Learning Methods for Artificial Musicality

default picture as no picture was specified

Yukun Li

PhD Student

Computational Comparison Between Different Genres of Music in Terms of the Singing Voice

picture of person

Brendan O'Connor

PhD Student

Singing Voice Attribute Transformation

picture of person

Bleiz Del Sette

PhD Student

The Sound of Care: researching the use of Deep Learning and Sonification for the daily support of people with Chronic Primary Pain

Postdoc

picture of person

Dr Luigi Marino

Research Fellow in Sound and Music Computing

Networks able to display relationships between human and nonhuman actors. Project: Sensing the Forest.

default picture as no picture was specified

Dr Yuanyuan Liu

Postdoctoral Researcher

Project: Digital Platforms for Craft in the UK and China

Research Assistant

picture of person

Sungkyun Chang

Research Assistant

Deep learning technologies for multi-instrument automatic music transcription

Support

picture of person

Alvaro Bort

Research Programme Manager

Projects: UKRI Centre for Doctoral Training in Artificial Intelligence and Music, New Frontiers in Music Information Processing (MIP-Frontiers)

picture of person

Jonathan Winfield

Research Programme Manager

Project: Centre for Doctoral Training in Media and Arts Technology

Visitor

picture of person

Hyon Kim

Universitat Pompeu Fabra

Automated Music Performance Assessment and Critique

picture of person

Ilyass Moummad

IMT Atlantique

Deep learning, representation learning, bioacoustics

picture of person

Dr Matthias Mauch

Visiting Academic

music transcription (chords, beats, drums, melody, ...), interactive music annotation, singing research, research in the evolution of musical styles

School of Electronic Engineering and Computer Science
Queen Mary University of London
Mile End Road
London
E1 4NS
United Kingdom

Internal Site
C4DM Wiki

QMUL logo


© Queen Mary University of London.