Emmanouil Benetos

Emmanouil Benetos

Queen Mary University of London

H-index: 37

Europe-United Kingdom

About Emmanouil Benetos

Emmanouil Benetos, With an exceptional h-index of 37 and a recent h-index of 26 (since 2020), a distinguished researcher at Queen Mary University of London, specializes in the field of Machine listening, Machine learning for audio, Music information retrieval.

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

WavCraft: Audio Editing and Generation with Natural Language Prompts

Generalized multi-source inference for text conditioned music diffusion models

ChatMusician: Understanding and Generating Music Intrinsically with LLM

Mertech: Instrument Playing Technique Detection Using Self-Supervised Pretrained Model with Multi-Task Finetuning

Marble: Music audio representation benchmark for universal evaluation

Learning from Taxonomy: Multi-label Few-Shot Classification for Everyday Sound Recognition

A Data-Driven Analysis of Robust Automatic Piano Transcription

Explaining models relating objects and privacy

Emmanouil Benetos Information

University

Position

/ The Alan Turing Institute

Citations(all)

6272

Citations(since 2020)

3790

Cited By

3911

hIndex(all)

37

hIndex(since 2020)

26

i10Index(all)

114

i10Index(since 2020)

82

Email

University Profile Page

Queen Mary University of London

Google Scholar

View Google Scholar Profile

Emmanouil Benetos Skills & Research Interests

Machine listening

Machine learning for audio

Music information retrieval

Top articles of Emmanouil Benetos

Title

Journal

Author(s)

Publication Date

WavCraft: Audio Editing and Generation with Natural Language Prompts

arXiv preprint arXiv:2403.09527

Jinhua Liang

Huan Zhang

Haohe Liu

Yin Cao

Qiuqiang Kong

...

2024/3/14

Generalized multi-source inference for text conditioned music diffusion models

Emilian Postolache

Giorgio Mariani

Luca Cosmo

Emmanouil Benetos

Emanuele Rodolà

2024/4/14

ChatMusician: Understanding and Generating Music Intrinsically with LLM

arXiv preprint arXiv:2402.16153

Ruibin Yuan

Hanfeng Lin

Yi Wang

Zeyue Tian

Shangda Wu

...

2024/2/25

Mertech: Instrument Playing Technique Detection Using Self-Supervised Pretrained Model with Multi-Task Finetuning

Dichucheng Li

Yinghao Ma

Weixing Wei

Qiuqiang Kong

Yulun Wu

...

2024/4/14

Marble: Music audio representation benchmark for universal evaluation

Ruibin Yuan

Yinghao Ma

Yizhi Li

Ge Zhang

Xingran Chen

...

2023/9/20

Learning from Taxonomy: Multi-label Few-Shot Classification for Everyday Sound Recognition

Jinhua Liang

Huy Phan

Emmanouil Benetos

2024/4/19

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

Explaining models relating objects and privacy

A Xompero

M Bontonou

JM Arbona

E Benetos

A Cavallaro

2024/4/7

ComposerX: Multi-Agent Symbolic Music Composition with LLMs

arXiv preprint arXiv:2404.18081

Qixin Deng

Qikai Yang

Ruibin Yuan

Yipeng Huang

Yi Wang

...

2024/4/28

ATGNN: Audio Tagging Graph Neural Network

IEEE Signal Processing Letters (SPL)

Shubhr Singh

Christian J Steinmetz

Emmanouil Benetos

Huy Phan

Dan Stowell

2024/1/17

Mind the Domain Gap: a Systematic Analysis on Bioacoustic Sound Event Detection

arXiv preprint arXiv:2403.18638

Jinhua Liang

Ines Nolasco

Burooj Ghani

Huy Phan

Emmanouil Benetos

...

2024/3/27

Globally, songs and instrumental melodies are slower, higher, and use more stable pitches than speech: a registered report

Yuto Ozaki

Adam Tierney

Peter Pfordresher

John Mcbride

Emmanouil Benetos

...

2022

Audio quality assessment of vinyl music collections using self-supervised learning

Alessandro Ragano

Emmanouil Benetos

Andrew Hines

2023/6/4

Remaining-Useful-Life Prediction and Uncertainty Quantification using LSTM Ensembles for Aircraft Engines

Oishi Deb

Emmanouil Benetos

Philip Torr

2023/10/28

Musilingo: Bridging music and text with pre-trained language models for music captioning and query response

Findings of NAACL 2024

Zihao Deng

Yinghao Ma

Yudong Liu

Rongchen Guo

Ge Zhang

...

2023/9/15

The Song Describer Dataset: A corpus of audio captions for music-and-language evaluation

arXiv preprint arXiv:2311.10057

Ilaria Manco

Benno Weck

Seungheon Doh

Minz Won

Yixiao Zhang

...

2023/11/16

Adapting language-audio models as few-shot audio learners

Jinhua Liang

Xubo Liu

Haohe Liu

Huy Phan

Emmanouil Benetos

...

2023/8/21

Perceptual musical similarity metric learning with graph neural networks

Cyrus Vahidi

Shubhr Singh

Emmanouil Benetos

Huy Phan

Dan Stowell

...

2023/10/22

From West to East: Who can understand the music of the others better?

arXiv preprint arXiv:2307.09795

Charilaos Papaioannou

Emmanouil Benetos

Alexandros Potamianos

2023/7/19

On the Effectiveness of Speech Self-Supervised Learning for Music

arXiv preprint arXiv:2307.05161

Yinghao Ma

Ruibin Yuan

Yizhi Li

Ge Zhang

Xingran Chen

...

2023/7/11

See List of Professors in Emmanouil Benetos University(Queen Mary University of London)

Co-Authors

H-index: 68
Mark D. Plumbley

Mark D. Plumbley

University of Surrey

H-index: 54
Simon Dixon

Simon Dixon

Queen Mary University of London

H-index: 48
Constantine Kotropoulos

Constantine Kotropoulos

Aristotle University of Thessaloniki

H-index: 28
Nicolas Gold

Nicolas Gold

University College London

H-index: 26
Matthias Mauch

Matthias Mauch

Queen Mary University of London

H-index: 23
Andre Holzapfel

Andre Holzapfel

Kungliga Tekniska högskolan

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