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Machine listening, Digital signal processing, Machine learning, Music information retrieval, Computational musicology, Audio and acoustics
United Kingdom

Biography

Emmanouil Benetos is currently Reader in Machine Listening and Director of Research at the School of Electronic Engineering and Computer Science of Queen Mary University of London. Within Queen Mary, he is member of the Centre for Digital Music, Centre for Multimodal AI, Centre for Intelligent Sensing, and Digital Environment Research Institute, and he co-leads the School's Machine Listening Lab.

His main research topic is computational audio analysis, also referred to as machine listening or computer audition - applied to music, urban, everyday and nature sounds. He has been Royal Academy of Engineering / Leverhulme Trust Research Fellow in resource-efficient machine listening, Turing Fellow at the Alan Turing Institute, Royal Academy of Engineering Research Fellow, and has been principal- and co-investigator for several funded research projects in the intersection of machine learning and audio. He is also Deputy Director for the UKRI Centre for Doctoral Training in Artificial Intelligence and Music (AIM).

On academic service, he is currently secretary for the International Society for Music Information Retrieval (ISMIR), vice-chair of the EURASIP Acoustic, Speech and Music Signal Processing Technical Area Committee (ASMSP TAC), member of the IEEE Technical Committee on Audio and Acoustic Signal Processing (AASP TC) and chair of its education subcommittee, associate editor for the IEEE/ACM Transactions on Audio, Speech, and Language Processing, and associate editor for the EURASIP Journal on Audio, Speech, and Music Processing.

Activities

Employment (4)

Queen Mary University of London: London, London, GB

2015-03-30 to present | Reader (2022-present), Senior Lecturer (2018-2022), Lecturer (2015-2018), Royal Academy of Engineering Research Fellow (2015-2020) (School of Electronic Engineering and Computer Science)
Employment
Source: Self-asserted source
Emmanouil Benetos

City, University of London: London, GB

2013-01-09 to 2015-03-01 | University Research Fellow (Department of Computer Science)
Employment
Source: Self-asserted source
Emmanouil Benetos

University of Crete: Irakleion, GR

2008-11-01 to 2009-07-31 | Research Assistant (Department of Computer Science)
Employment
Source: Self-asserted source
Emmanouil Benetos

Aristotle University of Thessaloniki: Thessaloniki, GR

2005-09-01 to 2007-10-31 | Research Assistant (Department of Informatics)
Employment
Source: Self-asserted source
Emmanouil Benetos

Education and qualifications (4)

Queen Mary, University of London: London, GB

2016-09-01 to 2018-07-31 | PGCert Academic Practice (Queen Mary Academy)
Education
Source: Self-asserted source
Emmanouil Benetos

Queen Mary University of London: London, London, GB

2009-09-14 to 2012-12-31 | PhD (School of Electronic Engineering and Computer Science)
Education
Source: Self-asserted source
Emmanouil Benetos

Aristotle University of Thessaloniki: Thessaloniki, GR

2005-09-01 to 2007-06-30 | MSc Informatics - Digital Media (Informatics)
Education
Source: Self-asserted source
Emmanouil Benetos

Aristotle University of Thessaloniki: Thessaloniki, GR

2001-09-01 to 2005-06-30 | BSc Informatics (Informatics)
Education
Source: Self-asserted source
Emmanouil Benetos

Professional activities (5)

European Association for Signal Processing: Nijlen, BE

2025-01-01 to present | Vice-chair, Acoustic, Speech and Music Signal Processing Technical Area Committee
Service
Source: Self-asserted source
Emmanouil Benetos

International Society for Music Information Retrieval (ISMIR): Montreal, CA

2022-01-01 to present | Secretary
Service
Source: Self-asserted source
Emmanouil Benetos

Higher Education Academy: York, GB

2018-07-26 to present | Fellow
Invited position
Source: Self-asserted source
Emmanouil Benetos

IEEE: New York, NY, US

2009-10-01 to present | Senior Member
Membership
Source: Self-asserted source
Emmanouil Benetos

Alan Turing Institute: London, GB

2018-10-01 to 2024-09-30 | Turing Fellow
Invited position
Source: Self-asserted source
Emmanouil Benetos

Funding (21)

Online Speech Enhancement In Scenarios With Low Direct-to-Reverberant-Ratio

2024-09 to 2025-02 | Grant
L-Acoustics UK Ltd (London, GB)
Source: Self-asserted source
Emmanouil Benetos

Project Maestro - AI Musical Analysis Platform

2024-07 to 2026-06 | Grant
Innovate UK (Swindon, England, GB)
GRANT_NUMBER:

10105279

Source: Self-asserted source
Emmanouil Benetos

Enhancing lyrics transcription with open-source architectures and fine-tuning techniques

2024-07 to 2024-10 | Grant
Moises Systems Inc (Utah, US)
Source: Self-asserted source
Emmanouil Benetos

Music performance assessment and feedback

2024-06 to 2025-12 | Grant
Industry R&D (London, GB)
Source: Self-asserted source
Emmanouil Benetos

Style classification of podcasts using audio

2024-03 to 2026-02 | Grant
Spotify Ltd (London, GB)
Source: Self-asserted source
Emmanouil Benetos

Resource-efficient machine listening

Cross-cultural relationships between speech and song

2023 to 2026 | Contract
Marsden Fund (Wellington, NZ)
PROPOSAL_ID:

MFP-22-VUW-078

GRANT_NUMBER:

MFP-UOA2236

Source: check_circle
Royal Society Te Apārangi

Deep learning technologies for multi-instrument automatic music transcription

2022-02 to 2023-10 | Contract
Huawei Technologies Düsseldorf (Düsseldorf, DE)
Source: Self-asserted source
Emmanouil Benetos

Towards complete music transcription: converting performance MIDI to quantized MIDI

2021-10 to 2022-01 | Contract
Bytedance UK (London, GB)
Source: Self-asserted source
Emmanouil Benetos

Unsupervised detection of sound events for complex audio

2021-03 to 2023-03 | Grant
Royal Society (London, GB)
GRANT_NUMBER:

IEC\NSFC\201382

Source: Self-asserted source
Emmanouil Benetos

GraphNEx: Graph Neural Networks for Explainable Artificial Intelligence

2021-02-01 to 2024-01-31 | Grant
Engineering and Physical Sciences Research Council (Swindon, GB)
GRANT_NUMBER: EP/V062107/1
Source: Self-asserted source
Emmanouil Benetos via DimensionsWizard

Development of next generation music recognition algorithm for content monitoring

2019-11 to 2021-03 | Grant
Innovate UK (Swindon, GB)
GRANT_NUMBER: 30863
Source: Self-asserted source
Emmanouil Benetos

UKRI Centre for Doctoral Training in Artificial Intelligence and Music

2019-06-30 to 2027-12-31 | Grant
Engineering and Physical Sciences Research Council (Swindon, GB)
GRANT_NUMBER: EP/S022694/1
Source: Self-asserted source
Emmanouil Benetos via DimensionsWizard

Data-driven quality prediction for digitally restored audio archives

2018-09 to 2021-08 | Grant
Science Foundation Ireland (Dublin, IE)
GRANT_NUMBER:

SFI/12/RC/2289

Source: Self-asserted source
Emmanouil Benetos

New Frontiers in Music Information Processing

2018-04-01 to 2022-03-31 | Grant
European Commission (Brussels, BE)
GRANT_NUMBER: grant.765068
Source: Self-asserted source
Emmanouil Benetos via DimensionsWizard

Integrating sound and context recognition for acoustic scene analysis

Source: Self-asserted source
Emmanouil Benetos via DimensionsWizard

Automatic Transcription of Polyphonic Music Recordings

2016-08 to 2017-08 | Grant
Royal Academy of Engineering (London, GB)
GRANT_NUMBER: NRCP1617/5/46
Source: Self-asserted source
Emmanouil Benetos

Polyfoni-X-Score

2015-09 to 2016-11 | Contract
DoReMIR Music Research AB (Stockholm, SE)
Source: Self-asserted source
Emmanouil Benetos

A Machine Learning Framework for Audio Analysis and Retrieval

2015-03 to 2020-02 | Grant
Royal Academy of Engineering (London, GB)
GRANT_NUMBER: RF/128
Source: Self-asserted source
Emmanouil Benetos

An Integrated Audio-Symbolic Model of Music Similarity

2014-08-31 to 2015-10-31 | Grant
Arts and Humanities Research Council (Swindon, GB)
GRANT_NUMBER: AH/M002454/1
GRANT_NUMBER: AH/M002454/1
Source: Self-asserted source
Emmanouil Benetos via DimensionsWizard

Digital Music Lab - Analysing Big Music Data

2014-01-02 to 2015-03-31 | Grant
Arts and Humanities Research Council (Swindon, GB)
GRANT_NUMBER: AH/L01016X/1
GRANT_NUMBER: AH/L01016X/1
Source: Self-asserted source
Emmanouil Benetos via DimensionsWizard

Peer review (4 reviews for 3 publications/grants)

Review activity for EURASIP Journal on Audio, Speech and Music Processing (2)
Review activity for Personal and ubiquitous computing. (1)
Review activity for PloS one. (1)