Research
Machine listening, Audio processing, Machine learning, Music information retrieval, Multimodal AI
Interests
I am 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, I am member of the
Centre for Digital Music,
Centre for Multimodal AI,
Centre for Intelligent Sensing, and
Digital Environment Research Institute, and I co-lead the School's
Machine Listening Lab.
My main research topic is computational audio analysis, also referred to as machine listening or computer audition - applied to music, urban, everyday and nature sounds. I have 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 have been principal- and co-investigator for several
funded research projects in the intersection of machine learning and audio. I am also Deputy Director for the
UKRI Centre for Doctoral Training in Artificial Intelligence and Music (AIM).
On academic service, I am currently secretary for the International Society for Music Information Retrieval (ISMIR), member of the IEEE Technical Committee on Audio and Acoustic Signal Processing (AASP TC), member of the EURASIP Acoustic, Speech and Music Signal Processing Technical Area Committee (ASMSP TAC), 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.
Publications

Publications of specific relevance to the Centre for Human-Centred Computing
2025
OmniBench: Towards The Future of Universal Omni-Language ModelsLi Y Zhang G Ma Y Yuan R Zhu K Guo H Liang Y Liu J et al.
The Thirty-Ninth Annual Conference on Neural Information Processing Systems. (NeurIPS 2025) 2 Dec 2025 - 7 Dec 2025.
02-12-2025
MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their MixMa Z Ma Y Zhu Y Yang C Chao Y-W Xu R Chen W Chen Y et al.
The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025) 2 Dec 2025 - 7 Dec 2025.
02-12-2025
Velocity2DMs: A contextual modeling approach to dynamics marking prediction in piano performanceKim H Benetos E Serra X
IEEE Signal Processing Letters,
Institute of Electrical and Electronics Engineers 17-11-2025
RUMAA: Repeat-Aware Unified Music Audio Analysis for Score-Performance Alignment, Transcription, and Mistake DetectionChang SK Dixon S Benetos E
2025 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2025) Granlibakken Tahoe, Toahoe City, CA 12 Oct 2025 - 15 Oct 2025.
12-10-2025
Scalable Evaluation for Audio Identification via Synthetic Latent Fingerprint GenerationBhattacharjee A Pasini M Benetos E
In
Arxiv 23-09-2025
Refining music sample identification with a self-supervised graph neural networkBhattacharjee A Meresman Higgs I Sandler M Benetos E
26th International Society for Music Information Retrieval Conference (ISMIR 2025) Daejeon, Korea 21 Sep 2025 - 25 Sep 2025.
21-09-2025
CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction FollowingMa Y Li S Yu J Benetos E Maezawa A
26th International Society for Music Information Retrieval Conference (ISMIR) Daejeon, Korea 21 Sep 2025 - 25 Sep 2025.
21-09-2025
Universal Music Representations? Evaluating Foundation Models on World Music CorporaPapaioannou C Benetos E Potamianos A
26th International Society for Music Information Retrieval Conference (ISMIR) Daejeon, Korea 21 Sep 2025 - 25 Sep 2025.
21-09-2025
Perceptual errors in music source separation: looking beyond SDR averagesSarkar S Moomjian V Woods B Benetos E Sandler M
26th International Society for Music Information Retrieval Conference (ISMIR) Daejeon, Korea 21 Sep 2025 - 25 Sep 2025.
21-09-2025
YuE: Scaling Open Foundation Models for Long-Form Music GenerationYuan R Lin H Guo S Zhang G Pan J Zang Y Liu H Liang Y et al.
In
Arxiv 15-09-2025
From Aesthetics to Human Preferences: Comparative Perspectives of Evaluating Text-to-Music SystemsZhang H Liang J Phan QH Wang W Benetos E
IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2025) Istanbul, Turkey 31 Aug 2025 - 3 Sep 2025.
31-08-2025
Enhancing Lyrics Transcription on Music Mixtures with Consistency LossHuang J Sousa F Demirel E Benetos E Gadelha I
Interspeech 2025 Rotterdam, The Netherlands 17 Aug 2025 - 21 Aug 2025.
17-07-2025
Towards a Unified Representation Evaluation Framework Beyond Downstream TasksPlachouras C Guinot J Fazekas G Quinton E Benetos E Pauwels J
International Joint Conference on Neural Networks (IJCNN) Rome, Italy 30 Jun 2025 - 5 Jul 2025.
30-06-2025
MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix In
Arxiv 19-05-2025
GraFPrint: A GNN-Based Approach for Audio IdentificationBhattacharjee A Singh S Benetos E
,
Institute of Electrical and Electronics Engineers (IEEE) vol. 00, 1-5.
11-04-2025
Twenty-five years of MIR research: achievements, practices, evaluations, and future challengesPeeters G Rafii Z Fuentes M Benetos E
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Hyderabad, India 6 Apr 2025 - 11 Apr 2025.
06-04-2025
Learning Music Audio Representations With Limited DataPlachouras C Benetos E Pauwels J
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Hyderabad, India 6 Apr 2025 - 11 Apr 2025.
06-04-2025
Acoustic identification of individual animals based on hierarchical contrastive learningDe Almeida Nolasco IS Stowell D Benetos E
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Hyderabad, India 6 Apr 2025 - 11 Apr 2025.
06-04-2025
LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and TaggingSingh S Benetos E Phan H Stowell D
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Hyderabad, India 6 Apr 2025 - 11 Apr 2025.
06-04-2025
GraFPrint: A GNN-Based Approach for Audio IdentificationSingh S Bhattacharjee A Benetos E
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Hyderabad, India 6 Apr 2025 - 11 Apr 2025.
06-04-2025
Singing to speech conversion with generative flowHuang J
Eurasip Journal on Audio, Speech, and Music Processing,
Springeropen vol. 2025
10-03-2025
Audio-FLAN: A Preliminary ReleaseXue L Zhou Z Pan J Li Z Fan S Ma Y Cheng S Yang D et al.
In
Arxiv 23-02-2025
Acoustic Prompt Tuning: Empowering Large Language Models with Audition CapabilitiesLiang J Liu X Wang W Plumbley M Phan H Benetos E
IEEE Transactions on Audio, Speech and Language Processing vol. 33, 949-961.
24-01-2025
LC-Protonets: Multi-label Few-shot learning for world music audio tagging.Papaioannou C Benetos E
IEEE Open Journal of Signal Processing,
Institute of Electrical and Electronics Engineers vol. 6, 138-146.
13-01-20252024
Classification of spontaneous and scripted speech for multilingual audioElisha S McDowell A Beguerisse-Díaz M
IEEE Spoken Language Technology Workshop 2024 Macao, China 2 Dec 2024 - 5 Dec 2024., 489-495.
02-12-2024
ComposerX: Multi-Agent Symbolic Music Composition with LLMsDeng Q Yang Q Yuan R Huang Y Wang Y Liu X Tian Z Pan J et al.
25th International Society for Music Information Retrieval Conference (ISMIR), San Francisco, CA, USA 10 Nov 2024 - 14 Nov 2024.
10-11-2024
ST-ITO: Controlling audio effects for style transfer with inference-time optimizationSteinmetz C Singh S Comunit� M Ibnyahya I Yuan S Benetos E Reiss J
25th International Society for Music Information Retrieval Conference (ISMIR) San Francisco, CA, USA 10 Nov 2024 - 14 Nov 2024.
10-11-2024
Can LLMs Reason in Music? An Evaluation of LLMs' Capability of Music Understanding and GenerationZhou Z Wu Y Wu Z Zhang X Yuan R Ma Y Xue W
25th International Society for Music Information Retrieval Conference (ISMIR) San Franscisco, CA, USA 10 Nov 2024 - 14 Nov 2024.
10-11-2024
MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language ModelsWeck B Manco I Benetos E QUINTON E
25th International Society for Music Information Retrieval Conference (ISMIR) San Francisco, CA, USA 10 Nov 2024 - 14 Nov 2024.
10-11-2024
˜YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem AugmentationChang SK Benetos E KIRCHHOFF H Dixon S
IEEE International Workshop on Machine Learning for Signal Processing (MLSP) London, UK 22 Sep 2024 - 25 Sep 2024.
22-09-2024
Exploratory analysis of early-life chick callsTorrisi A De Almeida Nolasco IS Versace E Benetos E
4th International Workshop on Vocal Interactivity in-and-between Humans, Animals and Robots (VIHAR) Kos, Greece 6 Sep 2024.
06-09-2024
Foundation Models for Music: A SurveyMa Y Øland A Ragni A Del Sette BM Saitis C Donahue C Lin C Plachouras C et al.
In
Arxiv 26-08-2024
Towards Building an End-to-End Multilingual Automatic Lyrics Transcription ModelHuang J Benetos E
32nd European Signal Processing Conference (EUSIPCO) Lyon, France 26 Aug 2024 - 30 Aug 2024.
26-08-2024
ChatMusician: Understanding and Generating Music Intrinsically with LLMYuan R Lin H Wang Y Tian Z Wu S Shen T Zhang G Wu Y et al.
62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) Bangkok, Thailand 11 Aug 2024 - 16 Aug 2024.
11-08-2024
Explaining models relating objects and privacyXompero A Bontonou M Arbona J-M Benetos E
3rd Explainable AI for Computer Vision (XAI4CV) Workshop at CVPR 2024 Seattle Convention Center, Seattle WA, USA 18 Jun 2024.
18-06-2024
MusiLingo: bridging music and text with pre-trained language models for music captioning and query responseDeng Z Ma Y Liu Y Guo R Zhang G Chen W Huang W Benetos E
2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024) Mexico City, Mexico 16 Jun 2024 - 21 Jun 2024., 3643-3655.
16-06-2024
MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model SeriesZhang G Qu S Liu J Zhang C Lin C Yu CL Pan D Cheng E et al.
In
Arxiv 29-05-2024
Globally, songs and instrumental melodies are slower and higher and use more stable pitches than speech: A Registered ReportOzaki Y Tierney A Pfordresher PQ McBride JM Benetos E Proutskova P Chiba G Liu F et al.
Science Advances,
American Association For The Advancement of Science (Aaas) vol. 10 (20)
15-05-2024
WavCraft: audio editing and generation with large language modelsLiang J Zhang H Liu H Cao Y Kong Q Liu X Wang W Plumbley MD et al.
ICLR 2024 Workshop on LLM Agents Vienna, Austria 11 May 2024.
11-05-2024
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised TrainingLi Y Yuan R Zhang G Ma Y Chen X Yin H Xiao C Lin C et al.
International Conference on Learning Representations (ICLR) Vienna, Austria 7 May 2024 - 11 May 2024.
07-05-2024
Learning from taxonomy: multi-label few-shot classification for everyday sound recognitionLiang J Phan QH Benetos E
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Seoul, Korea 14 Apr 2024 - 19 Apr 2024., 771-775.
14-04-2024
Generalized multi-source inference for text conditioned music diffusion modelsPostolache E Mariani G Cosmo L
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Seoul, Korea 14 Apr 2024 - 19 Apr 2024., 6980-6984.
14-04-2024
MERTech: instrument playing technique detection using self-supervised pretrained model with multi-task finetuningLi D Ma Y Wei W KONG Q Wu Y Che M Xia F Benetos E et al.
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Seoul, Korea 14 Apr 2024 - 19 Apr 2024., 521-525.
14-04-2024
Mind the Domain Gap: a Systematic Analysis on Bioacoustic Sound Event DetectionLiang J Nolasco I Ghani B Phan H Benetos E Stowell D
32nd European Signal Processing Conference (EUSIPCO 2024) Lyon, France 26 Aug 2024 - 30 Aug 2024.
27-03-2024
A Data-Driven Analysis of Robust Automatic Piano TranscriptionEDWARDS D Dixon S Benetos E Maezawa A Kusaka Y
IEEE Signal Processing Letters,
Institute of Electrical and Electronics Engineers vol. 31, 681-685.
08-02-2024
ATGNN: audio tagging graph neural networkSingh S Steinmetz C Benetos E Phan QH Stowell D
IEEE Signal Processing Letters,
Institute of Electrical and Electronics Engineers vol. 31, 825-829.
17-01-2024
ST-ITO: CONTROLLING AUDIO EFFECTS FOR STYLE TRANSFER WITH INFERENCE-TIME OPTIMIZATIONSteinmetz CJ Singh S Comunità M Ibnyahya I Yuan S Benetos E Reiss JD
vol. 2024, 661-668.
01-01-2024
MUCHOMUSIC: EVALUATING MUSIC UNDERSTANDING IN MULTIMODAL AUDIO-LANGUAGE MODELSWeck B Manco I Benetos E Quinton E Fazekas G
In
Proceedings of The International Society For Music Information Retrieval Conference 825-833.
01-01-2024
CAN LLMS REASON IN MUSIC? AN EVALUATION OF LLMS’ CAPABILITY OF MUSIC UNDERSTANDING AND GENERATIONZhou Z Wu Y Wu Z Zhang X Yuan R Ma Y Wang L Benetos E
Proceedings of The International Society For Music Information Retrieval Conference vol. 2024, 103-110.
01-01-2024
COMPOSERX: MULTI-AGENTSYMBOLICMUSICCOMPOSITION WITH LLMSDeng Q Huang Y Tian Z Lin H Fu J Yang Q Wang Y Pan J et al.
In
Proceedings of The International Society For Music Information Retrieval Conference 669-679.
01-01-20242023
The Song Describer dataset: a corpus of audio captions for music-and-language evaluationManco I Weck B Doh S Won M Bodganov D Wu Y Tovstogan P Benetos E et al.
NeurIPS Machine Learning for Audio Workshop New Orleans, USA 16 Dec 2023.
16-12-2023
Remaining-useful-life prediction and uncertainty quantification using LSTM ensembles for aircraft enginesDeb O Torr P
NeurIPS Workshop on Advancing Neural Network Training (WANT): Computational Efficiency, Scalability, and Resource Optimization New Orleans, USA 16 Dec 2023.
16-12-2023
MARBLE: Music Audio Representation Benchmark for Universal EvaluationYuan R Ma Y Li Y Zhang G Chen X Yin H Zhuo L Liu Y et al.
37th Conference on Neural Information Processing Systems (NeurIPS) 10 Dec 2023 - 16 Dec 2023.
10-12-2023
Learning Music Representations with wav2vec 2.0Ragano A Benetos E
2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS). vol. 00, 1-6.
08-12-2023
Learning Music Representations with wav2vec 2.0Ragano A Benetos E
31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS) Letterkenny, Ireland 7 Dec 2023.
07-12-2023
From West to East: Who can understand the music of the others better?Papaioannou C Benetos E Potamianos A
24th International Society for Music Information Retrieval Conference (ISMIR) Milan, Italy 5 Nov 2023 - 9 Nov 2023.
05-11-2023
On the effectiveness of speech self-supervised learning for musicMa Y Yuan R Li Y Zhang G Chen X Yin H Lin C Benetos E et al.
24th International Society for Music Information Retrieval Conference (ISMIR) Milan, Italy 5 Nov 2023 - 9 Nov 2023.
05-11-2023
LyricWhiz: Robust Multilingual Lyrics Transcription by Whispering to ChatGPTZhuo L Yuan R Pan J Ma Y Li Y Zhang G Liu S Dannenberg R et al.
24th International Society for Music Information Retrieval Conference (ISMIR) Milan, Italy 5 Nov 2023 - 9 Nov 2023.
05-11-2023
Leveraging synthetic data for improving chamber ensemble separationSarkar S Thorpe L Benetos E Sandler M
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) New Paltz, New York, USA 22 Oct 2023 - 25 Oct 2023.
22-10-2023
Perceptual musical similarity metric learning with graph neural networksVahidi C Singh S Benetos E Phan QH Stowell D Fazekas G Lagrange M
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) New Paltz, NY, USA 22 Oct 2023 - 25 Oct 2023.
22-10-2023
PiJAMA: Piano Jazz with Automatic MIDI AnnotationsEdwards D Dixon S Benetos E
Transactions of The International Society For Music Information Retrieval,
Ubiquity Press vol. 6 (1), 89-102.
15-09-2023
A Comparison Of Deep Learning MOS Predictors For Speech Synthesis QualityRagano A Benetos E Chinen M Becerra H Chandan Karadagur Ananda R
Irish Signals & Systems Conference 2023 Dublin, Ireland 13 Jun 2023 - 14 Jun 2023.
13-06-2023
Audio Quality Assessment of Vinyl Music Collections Using Self-Supervised LearningRagano A Benetos E
2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 4 Jun 2023 - 10 Jun 2023., 1-5.
04-06-2023
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised TrainingLi Y Yuan R Zhang G Ma Y Chen X Yin H Xiao C Lin C et al.
In
Arxiv 31-05-2023
Few-shot Class-incremental Audio Classification Using Dynamically Expanded Classifier with Self-attention Modified PrototypesLi Y Cao W Xie W
IEEE Transactions on Multimedia,
Institute of Electrical and Electronics Engineers vol. 26, 1346-1360.
25-05-2023
LYRICWHIZ: ROBUST MULTILINGUAL ZERO-SHOT LYRICS TRANSCRIPTION BY WHISPERING TO CHATGPTZhuo L Yuan R Pan J Ma Y Li Y Zhang G Liu S Lin C et al.
In
Proceedings of The International Society For Music Information Retrieval Conference 343-351.
01-01-2023
ON THE EFFECTIVENESS OF SPEECH SELF-SUPERVISED LEARNING FOR MUSICMa Y Yuan R Zhang G Chen X Yin H Lin C Benetos E Ragni A et al.
In
Proceedings of The International Society For Music Information Retrieval Conference 457-465.
01-01-2023
FROM WEST TO EAST: WHO CAN UNDERSTAND THE MUSIC OF THE OTHERS BETTER?Papaioannou C Benetos E
In
Proceedings of The International Society For Music Information Retrieval Conference 311-318.
01-01-20232022
Large-Scale Pretrained Model for Self-Supervised Music Audio Representation LearningLi Y Yuan R Zhang G Ma Y Lin C Chen X Ragni A Yin H et al.
DMRN+17: Digital Music Research Network One-day Workshop 2022 London, UK 20 Dec 2022.
20-12-2022
Performance MIDI-to-score conversion by neural beat trackingLiu L KONG Q Morfi G-V Benetos E
23rd International Society for Music Information Retrieval Conference (ISMIR) Bengaluru, India 4 Dec 2022 - 8 Dec 2022.
18-12-2022
EnsembleSet: A new high-quality synthesised dataset for chamber ensemble separationSarkar S Benetos E Sandler M
23rd International Society for Music Information Retrieval Conference (ISMIR) Bengaluru, India 5 Dec 2022 - 8 Dec 2022.
08-12-2022
Contrastive audio-language learning for musicManco I Benetos E Fazekas G
23rd International Society for Music Information Retrieval Conference (ISMIR) Bengaluru, India 4 Dec 2022 - 8 Dec 2022.
04-12-2022
Explaining the decisions of anomalous sound detectorsMai KT Davies T
7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE) Nancy, France 3 Nov 2022 - 4 Nov 2022.
03-11-2022
Leveraging label hierarchies for few-shot everyday sound recognitionLiang J Phan QH Benetos E
7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE) Nancy, France 3 Nov 2022 - 4 Nov 2022.
03-11-2022
Similarities and differences in a cross-linguistic sample of song and speech recordingsOzaki Y Kuroyanagi J McBride J Proutskova P Tierney A Benetos E
Joint Conference on Language Evolution Kanazawa, Japan 5 Sep 2022 - 8 Sep 2022.
05-09-2022
Joint Scattering for Automatic Chick Call
RecognitionWang C Benetos E Versace E Wang S
30th European Signal Processing Conference Belgrade, Serbia 29 Aug 2022 - 2 Sep 2022., 195-199.
29-08-2022
Hypernetworks for sound event detection: a proof-of-conceptSingh S Benetos E Phan QH
30th European Signal Processing Conference (EUSIPCO 2022) Belgrade, Serbia 29 Aug 2022 - 3 Sep 2022., 429-433.
29-08-2022
Agreement among human and automated estimates of similarity in a global music sampleDaikoku H Ding S Benetos E Wood ALC Shimizono T Sanne US
10th International Workshop on Folk Music Analysis (FMA 2022) Sheffield, UK 14 Jun 2022 - 17 Jun 2022.
14-06-2022
Improving lyrics Alignment through Joint Pitch DetectionHuang J Benetos E Ewert S
2022 IEEE International Conference on Acoustics, Speech and Signal Processing Singapore 22 May 2022 - 27 May 2022., 451-455.
22-05-2022
Learning music audio representations via weak language supervisionManco I Benetos E Quinton E
2022 IEEE International Conference on Acoustics, Speech and Signal Processing Singapore 22 May 2022 - 27 May 2022., 456-460.
22-05-2022
Exploring transformer's potential on automatic piano transcriptionOu L Guo Z Benetos E Wang Y
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Singapore 7 May 2022 - 13 May 2022., 776-780.
07-05-2022
Automatic Quality Assessment of Digitized and Restored Sound ArchivesRagano A Benetos E
Journal of The Audio Engineering Society,
Audio Engineering Society vol. 70 (4), 252-270.
01-04-2022
Adaptive Scattering Transforms for Playing Technique RecognitionWang C Benetos E Lostanlen V
IEEE/Acm Transactions on Audio, Speech and Language Processing,
Institute of Electrical and Electronics Engineers vol. 30, 1407-1421.
07-03-2022
Measuring national mood with music: using machine learning to construct a measure of national valence from audio dataBenetos E Ragano A Sgroi D
Behavior Research Methods,
Springer (Part of Springer Nature) 25-02-2022
Comparison of feature extraction methods for sound-based classification of honey bee activityTerenzi A Ortolani N De Almeida Nolasco I Cecchi S
IEEE/Acm Transactions on Audio, Speech and Language Processing,
Institute of Electrical and Electronics Engineers vol. 30, 112-122.
01-01-20222021
A framework for music similarity and cover song identificationBodo RPP Benetos E
15th International Symposium on Computer Music Multidisciplinary Research (CMMR) Tokyo, Japan 15 Nov 2021 - 19 Nov 2021., 205-214.
15-11-2021
ACPAS: A Dataset of Aligned Classical Piano Audio and Scores for Audio-to-Score TranscriptionLiu L Morfi V Benetos E
Late-Breaking Demo Session of the 22nd Int. Society for Music Information Retrieval Conference.
11-11-2021
Pitch-informed instrument assignment using a deep convolutional network with multiple kernel shapesVianna Lordelo C Benetos E Dixon S Ahlbäck S
22nd International Society for Music Information Retrieval Conference (ISMIR) 9 Nov 2021 - 12 Nov 2021., 389-395.
09-11-2021
Agreement among human and annotated transcriptions of global songsOzaki Y McBride J Benetos E Pfordresher PQ Six J T. Tierney A Proutskova P Fukatsu H et al.
22nd International Society for Music Information Retrieval Conference (ISMIR) 9 Nov 2021 - 12 Nov 2021., 500-508.
09-11-2021
Detecting cover songs with pitch class key-invariant networksO'Hanlon K Benetos E Dixon S
IEEE International Workshop on Machine Learning for Signal Processing (MLSP) Gold Coast, Queensland, Australia 25 Oct 2021 - 28 Oct 2021.
25-10-2021
Humanities and Engineering Perspectives on Music TranscriptionHolzapfel A Benetos E
Digital Scholarship in The Humanities,
Oxford University Press (OUP) 23-10-2021
Vocal Harmony Separation using Time-domain Neural NetworksSarkar S Benetos E Sandler M
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH) Brno, Czech Republic 30 Aug 2021 - 3 Sep 2021., 3515-3519.
30-08-2021
An evaluation of data augmentation methods for sound scene geotaggingBear H Morfi V Benetos E
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH) Brno, Czech Republic 30 Aug 2021 - 3 Sep 2021., 581-585.
30-08-2021
Violinist identification based on vibrato featuresZhao Y Wang C Fazekas G Benetos E Sandler M
29th European Signal Processing Conference (EUSIPCO) 23 Aug 2021 - 27 Aug 2021., 381-385.
23-08-2021
Revisiting the onsets and frames model with additive attentionCheuk KW Luo Y-J Benetos E Herremans D
International Joint Conference on Neural Networks (IJCNN) 18 Jul 2021 - 22 Jul 2021.
18-07-2021
MusCaps: generating captions for music audioManco I Benetos E Quinton E
International Joint Conference on Neural Networks (IJCNN) 18 Jul 2021 - 22 Jul 2021.
18-07-2021
From Audio to Music NotationLiu L Benetos E
In
Handbook of Artificial Intelligence For Music,
Springer International Publishing 693-714.
03-07-2021
More for Less: Non-Intrusive Speech Quality Assessment with Limited AnnotationsRagano A Benetos E
13th International Conference on Quality of Multimedia Experience (QoMEX) 14 Jun 2021 - 17 Jun 2021.
14-06-2021
Prototypical Networks for Domain Adaptation in Acoustic Scene ClassificationSingh S Bear H Benetos E
IEEE International Conference on Acoustics, Speech and Signal Processing Toronto, Canada 6 Jun 2021 - 11 Jun 2021.
06-06-2021
Joint multi-pitch detection and score transcription for polyphonic piano musicLiu L Morfi G-V Benetos E
IEEE International Conference on Acoustics, Speech and Signal Processing Toronto, Canada 6 Jun 2021 - 11 Jun 2021.
06-06-2021
Anomalous behaviour in loss-gradient based interpretability methodsSubramanian V Gururani S Benetos E Sandler M
RobustML workshop paper at ICLR 2021.
07-05-2021
The effect of spectrogram reconstructions on automatic music transcription: an alternative approach to improve transcription accuracyCheuk KW Benetos E Luo Y Herremans D
25th International Conference on Pattern Recognition (ICPR2020) Milan, Italy 10 Jan 2021 - 15 Jan 2021., 9091-9098.
10-01-2021
AGREEMENT AMONG HUMAN AND AUTOMATED TRANSCRIPTIONS OF GLOBAL SONGSOzaki Y McBride J Benetos E Pfordresher PQ Six J Tierney AT Kondo H
Proceedings of The International Society For Music Information Retrieval Conference vol. 2021, 500-508.
01-01-2021
PITCH-INFORMED INSTRUMENT ASSIGNMENT USING A DEEP CONVOLUTIONAL NETWORK WITH MULTIPLE KERNEL SHAPESLordelo C Benetos E Dixon S Ahlbäck S
Proceedings of the 22nd International Conference on Music Information Retrieval Ismir 2021., 389-395.
01-01-20212020
Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source SeparationVianna Lordelo C Benetos E Dixon S Ahlbäck S Ohlsson P
IEEE Signal Processing Letters,
Institute of Electrical and Electronics Engineers vol. 28, 81-85.
18-12-2020
Joint Piano-roll and Score Transcription for Polyphonic Piano MusicLiu L Morfi G-V Benetos E
DMRN+15: Digital Music Research Network One-day Workshop London, UK 15 Dec 2020.
15-12-2020
Dataset artefacts in anti-spoofing systems: a case study on the ASVspoof 2017 benchmarkChettri B Benetos E Sturm BLT
IEEE/Acm Transactions on Audio, Speech and Language Processing,
Institute of Electrical and Electronics Engineers vol. 28, 3018-3028.
09-11-2020
Subband modeling for spoofing detection in automatic speaker verificationChettri B Kinnunen T
Odyssey 2020: The Speaker and Language Recognition Workshop Tokyo, Japan 1 Nov 2020 - 5 Nov 2020., 341-348.
01-11-2020
Memory Controlled Sequential Self Attention for Sound RecognitionPankajakshan A Bear H Benetos E
21st Annual Conference of the International Speech Communication Association (INTERSPEECH 2020) Shanghai, China 25 Oct 2020 - 29 Oct 2020.
25-10-2020
Development of a Speech Quality Database Under Uncontrolled ConditionsRagano A Benetos E
21st Annual Conference of the International Speech Communication Association (INTERSPEECH 2020) Shanghai, China 25 Oct 2020 - 29 Oct 2020.
25-10-2020
Reliable Local Explanations for Machine ListeningMISHRA S Benetos E Sturm B Dixon S
International Joint Conference on Neural Networks (IJCNN) Glasgow, UK 19 Jul 2020 - 24 Jul 2020.
19-07-2020
Investigating the Perceptual Validity of Evaluation Metrics for Automatic Piano Music TranscriptionYcart A Liu L Benetos E Pearce M
Transactions of The International Society For Music Information Retrieval,
Ubiquity Press vol. 3 (1), 68-81.
12-06-2020
Audio impairment recognition using a correlation-based feature representationRagano A Benetos E
12th International Conference on Quality of Multimedia Experience (QoMEX) Athlone, Ireland 26 May 2020 - 28 May 2020.
26-05-2020
Playing Technique Recognition by Joint Time–Frequency ScatteringWang C Lostanlen V Benetos E
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) Barcelona, Spain 4 May 2020 - 8 May 2020., 881-885.
04-05-2020
A-CRNN: a domain adaptation model for sound event detectionWei W Zhu H Benetos E
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) Barcelona, Spain 4 May 2020 - 8 May 2020., 276-280.
04-05-2020
Modeling plate and spring reverberation using a DSP-informed deep neural networkMartinez Ramirez M Benetos E Reiss J
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) Barcelona, Spain 4 May 2020 - 8 May 2020., 241-245.
04-05-2020
A Study on the Transferability of Adversarial Attacks in Sound Event ClassificationSUBRAMANIAN V Pankajakshan A Benetos E Xu N McDonald S Sandler M
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) Barcelona, Spain 4 May 2020 - 8 May 2020., 301-305.
04-05-2020
Musical Features for Automatic Music Transcription EvaluationYcart A Liu L Benetos E
15-04-2020
Learning and Evaluation Methodologies for Polyphonic Music Sequence Prediction with LSTMsYcart A Benetos E
IEEE/Acm Transactions on Audio, Speech and Language Processing,
Institute of Electrical and Electronics Engineers vol. 28 (1), 1328-1341.
14-04-2020
Deep Generative Variational Autoencoding for Replay Spoof Detection in Automatic Speaker VerificationChettri B Kinnunen T
Computer Speech and Language,
Elsevier vol. 63
19-03-2020
Deep Learning for Black-Box Modeling of Audio EffectsMartinez Ramirez M Benetos E Reiss J
Applied Sciences,
Mdpi Ag vol. 10 (2)
16-01-20202019
Automatic Music Accompaniment with a Chroma-based Music Data RepresentationLiu L Benetos E
DMRN+14: Digital Music Research Network One-day Workshop.
17-12-2019
Adaptive Time–Frequency Scattering for Periodic Modulation Recognition in Music SignalsWang C Benetos E Lostanlen V
International Society for Music Information Retrieval Conference Delft, The Netherlands 4 Nov 2019 - 8 Nov 2019., 809-815.
04-11-2019
Automatic music transcription and ethnomusicology: a user studyHolzapfel A
20th conference of the International Society for Music Information Retrieval (ISMIR) Delft, The Netherlands 4 Nov 2019 - 8 Nov 2019., 678-684.
04-11-2019
Blending acoustic and language model predictions for automatic music transcriptionYcart A McLeod A Benetos E
20th conference of the International Society for Music Information Retrieval (ISMIR) Delft, The Netherlands 4 Nov 2019 - 8 Nov 2019., 454-461.
04-11-2019
A Comparative Study of Neural Models for Polyphonic Music Sequence TransductionYcart A Stoller D
20th conference of the International Society for Music Information Retrieval (ISMIR) Delft, The Netherlands 4 Nov 2019 - 8 Nov 2019., 470-477.
04-11-2019
CBF-periDB: A Chinese Bamboo Flute Dataset for Periodic Modulation AnalysisWang C Benetos E
International Society for Music Information Retrieval Conference Late-Breaking Demo Session Delft, The Netherlands 4 Nov 2019 - 8 Nov 2019.
04-11-2019
Robustness of Adversarial Attacks in Sound Event ClassificationSUBRAMANIAN V Benetos E Sandler M
4th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2019) New York, USA 25 Oct 2019 - 26 Oct 2019., 239-243.
25-10-2019
Onsets, activity, and events: a multi-task approach for polyphonic sound event modellingPankajakshan A Benetos E
4th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2019) New York, USA 25 Oct 2019 - 26 Oct 2019., 174-178.
25-10-2019
Audio tagging using a linear noise modelling layerSingh S Pankajakshan A
4th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2019) New York, USA 25 Oct 2019 - 26 Oct 2019., 234-238.
25-10-2019
Polyphonic sound event and sound activity detection: a multi-task approachPankajakshan A Bear H
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics New Paltz, NY, USA 20 Oct 2019 - 23 Oct 2019., 318-322.
20-10-2019
City classification from multiple real-world sound scenesBear H Heittola T Mesaros A Virtanen T
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics New Paltz, NY, USA 20 Oct 2019 - 23 Oct 2019., 11-15.
20-10-2019
Investigating kernel shapes and skip connections for deep learning-based harmonic-percussive separationVianna Lordelo C Benetos E Dixon S Ahlbäck S
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics New Paltz, NY, USA 20 Oct 2019 - 23 Oct 2019., 40-44.
20-10-2019
Ensemble Models for Spoofing Detection in Automatic Speaker VerificationChettri B Stoller D Morfi V Martinez Ramirez M
20th Annual Conference of the International Speech Communication Association (INTERSPEECH 2019) Graz, Austria 15 Jul 2019 - 19 Sep 2019., 1018-1022.
15-09-2019
Towards joint sound scene and polyphonic sound event recognitionBear H Nolasco I
20th Annual Conference of the International Speech Communication Association (INTERSPEECH 2019) Graz, Austria 15 Sep 2019 - 19 Sep 2019., 4594-4598.
15-09-2019
A general-purpose deep learning approach to model time-varying audio effectsMartinez Ramirez M Benetos E Reiss J
International Conference on Digital Audio Effects (DAFx-19) Birmingham, UK 2 Sep 2019 - 6 Sep 2019.
02-09-2019
Adaptive Noise Reduction for Sound Event Detection Using Subband-Weighted NMFZhou Q Feng Z
Sensors,
Mdpi Ag vol. 19 (14)
20-07-2019
Adversarial Attacks in Sound Event Classification.Subramanian V Benetos E Xu N McDonald S Sandler MB
04-07-2019
Optimal Neural Network Feature Selection for Spatial-Temporal ForecastingCovas E
Chaos,
Aip Publishing vol. 29 (6)
20-06-2019
Adapting the Quality of Experience Framework for Audio Archive EvaluationRagano A BENETOS E
11th International Conference on Quality of Multimedia Experience Berlin, Germany 5 Jun 2019 - 7 Jun 2019.
05-06-2019
HMM-based Glissando Detection for Recordings of Chinese Bamboo FluteWANG C BENETOS E MENG X
Sound and Music Computing Conference Malaga, Spain 28 May 2019 - 31 May 2019., 545-550.
28-05-2019
SubSpectralNet - Using sub-spectrogram based convolutional neural networks for acoustic scene classificationPhaye SSR BENETOS E Wang Y
IEEE International Conference on Acoustics, Speech, and Signal Processing Brighton, UK 12 May 2019 - 17 May 2019.
12-05-2019
Automatic Transcription of Diatonic Harmonica RecordingsLins F Johann M BENETOS E
IEEE International Conference on Acoustics, Speech, and Signal Processing Brighton, UK 12 May 2019 - 17 May 2019.
12-05-2019
GAN-based Generation and Automatic Selection of Explanations for Neural NetworksMISHRA S STOLLER D BENETOS E STURM B DIXON S
SafeML ICLR 2019 Workshop New Orleans, USA 6 May 2019.
06-05-2019
Audio-based identification of beehive statesNolasco I Terenzi A Cecchi S Orcioni S
IEEE International Conference on Acoustics, Speech, and Signal Processing Brighton, UK 12 May 2019 - 17 May 2019.
12-02-2019
Automatic Music Transcription: An OverviewBENETOS E DIXON S Duan Z EWERT S
IEEE Signal Processing Magazine,
Institute of Electrical and Electronics Engineers vol. 36 (1), 20-30.
01-01-20192018
Analysing the predictions of a CNN-based replay spoofing detection systemCHETTRI B MISHRA S STURM B BENETOS E
2018 IEEE Workshop on Spoken Language Technology Athens, Greece 18 Dec 2018 - 21 Dec 2018., 92-97.
18-12-2018
An extensible cluster-graph taxonomy for open set sound scene analysisBEAR H
Workshop on Detection and Classification of Acoustic Scenes and Events Surrey, UK 19 Nov 2018 - 20 Nov 2018.
19-11-2018
To bee or not to bee: Investigating machine learning approaches for beehive sound recognitionNolasco I BENETOS E
2018 Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2018) Surrey, UK 19 Nov 2018 - 20 Nov 2018.
19-11-2018
A-MAPS: Augmented MAPS Dataset with Rhythm and Key AnnotationsYCART A
19th International Society for Music Information Retrieval Conference Late-Breaking Demos Session Paris 23 Sep 2018 - 27 Sep 2018.
23-09-2018
Towards HMM-based glissando detection for recordings of Chinese bamboo fluteWANG C BENETOS E MENG X
International Society for Music Information Retrieval Conference Late-Breaking Demos Session Paris, France 23 Sep 2018 - 27 Sep 2018.
23-09-2018
Analysing replay spoofing countermeasure performance under varied conditionsCHETTRI B STURM BLT BENETOS E
IEEE International Workshop on Machine Learning for Signal Processing Aalborg, Denmark 17 Sep 2018 - 20 Sep 2018.
17-09-2018
A Study On Convolutional Neural Network Based End-To-End Replay Anti-SpoofingChettri B Mishra S Sturm BL
22-05-2018
Polyphonic Music Sequence Transduction with Meter-Constrained LSTM NetworksYCART A
IEEE International Conference on Acoustics, Speech and Signal Processing Calgary, Canada 15 Apr 2018 - 20 Apr 2018., 386-390.
15-04-2018
Towards Complete Polyphonic Music Transcription: Integrating Multi-Pitch Detection and Rhythm QuantizationNakamura E BENETOS E Yoshii K DIXON S
IEEE International Conference on Acoustics, Speech and Signal Processing Calgary, Canada 15 Apr 2018 - 20 Apr 2018., 101-105.
15-04-2018
A Supervised Classification Approach for Note Tracking in Polyphonic Piano TranscriptionValero-Mas JJ BENETOS E Iñesta JM
Journal of New Music Research,
Taylor & Francis (Routledge) vol. 47 (3), 249-263.
26-03-2018
Speaker recognition with hybrid features from a deep belief networkAli H Tran SN d'Avila Garcez AS
Neural Computing and Applications,
Springer Verlag (Germany) vol. 29 (6), 13-19.
01-03-2018
Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 ChallengeMesaros A Heittola T Benetos E Foster P Lagrange M
IEEE/Acm Transactions on Audio, Speech and Language Processing,
Institute of Electrical and Electronics Engineers vol. 26 (2), 379-393.
01-02-2018
A review of manual and computational approaches for the study of world music corporaPANTELI M BENETOS E DIXON S
Journal of New Music Research,
Taylor & Francis (Routledge) vol. 47 (2), 176-189.
08-01-2018
Approaches to complex sound scene analysisBENETOS E STOWELL D PLUMBLEY M Virtanen T PLUMBLEY M Ellis D
In
Computational Analysis of Sound Scenes and Events,
Springer International Publishing 215-242.
01-01-2018
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018 ISMIR.
01-01-20182017
A computational study on outliers in world musicPANTELI M BENETOS E DIXON S
Plos One,
Public Library of Science (Plos) vol. 12 (12), 1-28.
18-12-2017
Automatic Transcription of Polyphonic Vocal MusicMcLeod A Steedman M BENETOS E
Applied Sciences,
Mdpi Ag vol. 7 (12)
11-12-2017
Multi-pitch detection and voice assignment for a cappella recordings of multiple singersSchramm R McLeod A Benetos E
18th International Society for Music Information Retrieval Conference (ISMIR 2017) Suzhou, China 23 Oct 2017 - 27 Oct 2017., 552-559.
23-10-2017
A study on LSTM networks for polyphonic music sequence modellingYcart A Benetos E
18th International Society for Music Information Retrieval Conference (ISMIR 2017) Suzhou, China 23 Oct 2017 - 27 Oct 2017., 421-427.
23-10-2017
Sound Event Detection in Synthetic Audio: Analysis of the DCASE 2016 Task ResultsLafay G Lagrange M
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2017) New Paltz, NY, USA 15 Oct 2017 - 18 Oct 2017., 11-15.
15-10-2017
Neural Music Language Models: investigating the training processYCART A BENETOS E
International Conference of Students of Systematic Musicology.
13-09-2017
Polyphonic note and instrument tracking using linear dynamical systemsBenetos E
2017 AES International Conference on Semantic Audio Erlangen, Germany 22 Jun 2017 - 24 Jun 2017.
22-06-2017
Assessing the Relevance of Onset Information for Note Tracking in Piano Music TranscriptionValero-Mas JJ Benetos E
2017 AES International Conference on Semantic Audio Erlangen, Germany 22 Jun 2017 - 24 Jun 2017.
22-06-2017
Automatic Transcription of a Cappella Recordings from Multiple SingersSchramm R
2017 AES International Conference on Semantic Audio Erlangen, Germany 22 Jun 2017 - 24 Jun 2017.
22-06-2017
On-bird Sound Recordings: Automatic Acoustic Recognition of Activities and ContextsStowell D Benetos E Gill LF
IEEE/Acm Transactions on Audio, Speech and Language Processing,
IEEE vol. 25 (6), 1193-1206.
23-05-2017
Polyphonic Sound Event Tracking using Linear Dynamical SystemsBenetos E Lafay G Plumbley MD
IEEE/Acm Transactions on Audio, Speech and Language Processing,
IEEE vol. 25 (6), 1266-1277.
23-05-2017
On the Memory Properties of Recurrent Neural ModelsRussell AJ Benetos E
International Joint Conference on Neural Networks (IJCNN 2017) Anchorage, Alaska, USA 14 May 2017 - 19 May 2017., 2596-2603.
14-05-2017
The Digital Music Lab: A Big Data Infrastructure for Digital MusicologyAbdallah S Benetos E Gold N Hargreaves S
Acm Journal on Computing and Cultural Heritage,
Acm vol. 10 (1)
01-01-20172016
Towards a Music Language Model for Audio AnalysisYCART A Benetos E
DMRN+11: Digital Music Research Network One-day Workshop 2016 Centre for Digital Music, Queen Mary University of London 20 Dec 2016.
20-12-2016
Automatic Transcription of Vocal QuartetsBENETOS E
DMRN+11: Digital Music Research Network One-day Workshop 2016 Centre for Digital Music, Queen Mary University of London 20 Dec 2016.
20-12-2016
Classification-based Note Tracking for Automatic Music TranscriptionValero-Mas JJ Benetos E
9th International Workshop on Machine Learning and Music Riva del Garda, Italy 23 Sep 2016., 61-65.
23-09-2016
Digital Music Lab: A Framework for Analysing Big Music DataAbdallah S Gold N Hargreaves S Weyde T Wolff D
24th European Signal Processing Conference Budapest, Hungary 29 Aug 2016 - 2 Sep 2016., 1118-1122.
29-08-2016
The Sousta corpus: Beat-informed automatic transcription of traditional dance tunesHolzapfel A Benetos E
17th International Society for Music Information Retrieval Conference New York, USA 7 Aug 2016 - 11 Aug 2016., 531-537.
07-08-2016
Learning a feature space for similarity in world musicPanteli M Benetos E Dixon S
17th International Society for Music Information Retrieval Conference New York, USA 7 Aug 2016 - 11 Aug 2016., 538-544.
07-08-2016
An attack/decay model for piano transcriptionCheng T Mauch M Benetos E Dixon S
17th International Society for Music Information Retrieval Conference New York, USA 7 Aug 2016 - 11 Aug 2016., 584-590.
07-08-2016
A morphological model for simulating acoustic scenes and its application to sound event detectionLafay G Lagrange M Rossignol M Benetos E
IEEE/Acm Transactions on Audio, Speech, and Language Processing,
IEEE vol. 24 (10), 1854-1864.
01-07-2016
Automatic detection of outliers in world music collectionsPanteli M Benetos E Dixon S
Fourth International Conference on Analytical Approaches to World Music (AAWM 2016) New York, USA 8 Jun 2016 - 11 Jun 2016.
08-06-2016
Detection of overlapping acoustic events using a temporally-constrained probabilistic modelBenetos E Lafay G Lagrange M Plumbley MD
IEEE International Conference on Acoustics, Speech, and Signal Processing Shanghai, China 20 Mar 2016 - 25 Mar 2016., 6450-6454.
20-03-2016
An End-to-End Neural Network for Polyphonic Piano Music TranscriptionSigtia S Benetos E Dixon S
IEEE/Acm Transactions on Audio, Speech, and Language Processing,
IEEE vol. 24 (5), 927-939.
23-02-20162015
An efficient temporally-constrained probabilistic model for multiple-instrument music transcriptionBenetos E
16th International Society for Music Information Retrieval Conference (ISMIR) Malaga, Spain 26 Oct 2015 - 30 Oct 2015., 701-707.
26-10-2015
Automatic transcription of Turkish microtonal musicBENETOS E Holzapfel A
Journal of The Acoustical Society of America,
Acoustical Society of America vol. 138 (4), 2118-2130.
14-10-2015
Detection and Classification of Acoustic Scenes and EventsStowell D Giannoulis D Benetos E Lagrange M Plumbley MD
IEEE Transactions on Multimedia vol. 17 (10), 1733-1746.
01-10-2015
Alternate level clustering for drum transcriptionRossignol M Lagrange M Lafay G
23rd European Signal Processing Conference (EUSIPCO) Nice, France 31 Aug 2015 - 4 Sep 2015., 2068-2072.
31-08-2015
Automatic transcription and pitch analysis of the British Library World & Traditional Music CollectionAbdallah S Alencar-Brayner A BENETOS E Cottrell S Dykes J Gold N Kachkaev A Tidhar D
5th International Workshop on Folk Music Analysis Paris, France 10 Jun 2015 - 12 Jun 2015., 10-12.
10-06-2015
A Hybrid Recurrent Neural Network for Music TranscriptionSigtia S Benetos E Boulanger-Lewandowski N Weyde T Garcez ASDA Dixon S
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Brisbane, Australia 19 Apr 2015 - 24 Apr 2015., 2061-2065.
19-04-20152014
Template Adaptation for Improving Automatic Music TranscriptionBenetos E Badeau R Weyde T
15th International Society for Music Information Retrieval Conference (ISMIR) Taipei, Taiwan 27 Oct 2014 - 31 Oct 2014., 175-180.
27-10-2014
The temperament policeTidhar D Dixon S Benetos E Weyde T
Early Music,
Oxford University Press vol. 42 (4), 579-590.
11-10-2014
Big Data for MusicologyWeyde T Cottrell S Dykes J Benetos E Wolff D Tidhar D Gold N Abdallah S et al.
1st International Digital Libraries for Musicology workshop London, UK 12 Sep 2014.
12-09-2014
Incremental dataset definition for large scale musicological researchWolff D Tidhar D Benetos E Dumon E Cherla S Page K Fields B
1st International Digital Libraries for Musicology workshop London, UK 12 Sep 2014.
12-09-2014
Learning motion-difference features using Gaussian restricted Boltzmann machines for efficient human action recognitionTran S Benetos E d Avila Garcez A
2014 International Joint Conference on Neural Networks (IJCNN) Beijing, China 6 Jul 2014 - 11 Jul 2014., 2123-2129.
06-07-2014
Incorporating pitch class profiles for improving automatic transcription of Turkish makam musicBenetos E Holzapfel A Holzapfel A
4th International Workshop on Folk Music Analysis Istanbul, Turkey 12 Jun 2014 - 13 Jun 2014., 15-20.
13-06-2014
Improving instrument recognition in polyphonic music through system integrationGiannoulis D Benetos E Klapuri A
IEEE International Conference on Acoustics, Speech, and Signal Processing Florence, Italy 4 May 2014 - 9 May 2014., 5259-5263.
04-05-2014
Improving automatic music transcription through key detectionBenetos E Weyde T
AES 53rd International Conference on Semantic Audio London, UK 27 Jan 2014 - 29 Jan 2014.
29-01-2014
RNN-based Music Language Models for Improving Automatic Music TranscriptionSigtia S Benetos E Cherla S Weyde T Garcez A Dixon S
15th International Society for Music Information Retrieval Conference., 53-58.
01-01-2014
Automatic Transcription Of Pitched And Unpitched Sounds From Polyphonic MusicBenetos E Ewert S Weyde T
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)., 3131-3135.
01-01-2014
The DML Research Project: Digital Music Lab - Analysing Big Music DataBARTHET M Benetos E Cottrell S Dixon S Dykes J Gold N Mahey M Plumbley MD et al.
01-01-20142013
Automatic music transcription: Challenges and future directionsBenetos E Dixon S Giannoulis D Kirchhoff H Klapuri A
Journal of Intelligent Information Systems vol. 41 (3), 407-434.
01-12-2013
Automatic transcription of Turkish makam musicBenetos E Holzapfel A
14th International Society for Music Information Retrieval Conference Curitiba, PR, Brazil 4 Nov 2013 - 8 Nov 2013., 355-360.
08-11-2013
Explicit duration hidden Markov models for multiple-instrument polyphonic music transcriptionBenetos E Weyde T
14th International Society for Music Information Retrieval Conference Curitiba, PR, Brazil 4 Nov 2013 - 8 Nov 2013., 269-274.
08-11-2013
A machine learning approach to voice separation in lute tablaturede Valk R Weyde T Britto AS Gouyon F Dixon S
14th International Society for Music Information Retrieval Conference Curitiba, PR, Brazil 4 Nov 2013 - 8 Nov 2013., 555-560.
04-11-2013
Detection and classification of acoustic scenes and events: an IEEE AASP challengeGiannoulis D Benetos E Stowell D Rossignol M Lagrange M Plumbley M
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics New Paltz, NY, USA 20 Oct 2013 - 23 Oct 2013.
23-10-2013
A database and challenge for acoustic scene classification and event detectionGiannoulis D Stowell D Benetos E Rossignol M Lagrange M Plumbley MD
21st European Signal Processing Conference Marrakech, Morocco.
01-09-2013
An efficient shift-invariant model for polyphonic music transcriptionBenetos E Cherla S
6th International Workshop on Machine Learning and Music Prague, Czech Republic.
01-09-2013
Roadmap for Music Information ReSearchSerra X Magas M Benetos E Chudy M Dixon S Flexer A Gomez E Gouyon F et al.
02-05-2013
Multiple-instrument polyphonic music transcription using a temporally constrained shift-invariant modelBenetos E Dixon S
Journal of The Acoustical Society of America vol. 133 (3), 1727-1741.
01-03-20132012
Automatic transcription of polyphonic music exploiting temporal evolutionBENETOS E
31-12-2012
Automatic Music Transcription: Breaking the Glass CeilingBENETOS E Dixon S Giannoulis D Kirchhoff H Klapuri A
13th International Society for Music Information Retrieval Conference (ISMIR 2012) Porto, Portugal 8 Oct 2012 - 12 Oct 2012., 379-384.
12-10-2012
Temporally-constrained convolutive probabilistic latent component analysis for multi-pitch detectionBenetos E Dixon S
International Conference on Latent Variable Analysis and Signal Separation., 364-371.
01-03-2012
SCORE-INFORMED TRANSCRIPTION FOR AUTOMATIC PIANO TUTORINGBenetos E Klapuri A Dixon S
2012 PROCEEDINGS OF THE 20TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)., 2153-2157.
01-01-2012
A Shift-Invariant Latent Variable Model for Automatic Music TranscriptionBenetos E Dixon S
Computer Music Journal vol. 36 (4), 81-94.
01-01-2012
Characterisation of acoustic scenes using a temporally-constrained shift-invariant modelBenetos E Lagrange M Dixon S
15th International Conference on Digital Audio Effects, DAFx 2012 Proceedings.
01-01-20122011
Joint multi-pitch detection using harmonic envelope estimation for polyphonic music transcriptionBenetos E Dixon S
IEEE Journal on Selected Topics in Signal Processing vol. 5 (6), 1111-1123.
01-10-2011
Multiple-instrument polyphonic music transcription using a convolutive probabilistic modelBenetos E Dixon S
8th Sound and Music Computing Conference Padova, Italy 6 Jul 2011 - 9 Jul 2011., 19-24.
01-07-2011
Automatically detecting key modulations in J.S. Bach chorale recordingsMearns L Benetos E Dixon S
8th Sound and Music Computing Conference., 25-32.
01-07-2011
Polyphonic music transcription using note onset and offset detectionBenetos E Dixon S
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings., 37-40.
01-01-2011
A TEMPORALLY-CONSTRAINED CONVOLUTIVE PROBABILISTIC MODEL FOR PITCH DETECTIONBenetos E Dixon S
2011 IEEE WORKSHOP ON APPLICATIONS OF SIGNAL PROCESSING TO AUDIO AND ACOUSTICS (WASPAA)., 133-136.
01-01-2011
The temperament police: The truth, the ground truth, and nothing but the truthDixon S Tidhar D Benetos E
12th International Society for Music Information Retrieval Conference Miami, Florida, USA 24 Oct 2011 - 28 Oct 2011., 281-286.
01-01-20112010
Multiple-F0 estimation of piano sounds exploiting spectral structure and temporal evolutionBenetos E Dixon S
ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition., 13-18.
01-09-2010
Auditory spectrum-based pitched instrument onset detectionBenetos E
IEEE Transactions on Audio, Speech and Language Processing vol. 18 (8), 1968-1977.
01-01-2010
Non-negative tensor factorization applied to music genre classificationBenetos E Kotropoulos C
IEEE Transactions on Audio, Speech and Language Processing vol. 18 (8), 1955-1967.
01-01-2010
Improving music genre classification using automatically induced harmony rulesAnglade A Benetos E Mauch M Dixon S
Journal of New Music Research vol. 39 (4), 349-361.
01-01-20102009
Pitched instrument onset detection based on auditory spectraBenetos E Holzapfel A
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009., 105-110.
01-01-20092008
A tensor-based approach for automatic music genre classificationBenetos E Kotropoulos C
16th European Signal Processing Conference.
01-08-2008
MUSCLE movie-database: a multimodal corpus with rich annotation for dialogue and saliency detectionSpachos D Zlantintsi A Moschou V Antonopoulos P Benetos E Kotti M Tzimouli K Kotropoulos C et al.
6th Language Resources and Evaluation Conference., 16-19.
01-05-2008
Music Genre Classification: A Multilinear Approach.Panagakis I Benetos E Kotropoulos C Bello JP Chew E Turnbull D
ISMIR., 583-588.
01-01-2008
Computationally efficient and robust BIC-based speaker segmentationKotti M Kotropoulos C
IEEE Transactions on Audio, Speech and Language Processing vol. 16 (5), 920-933.
01-01-2008
Movie analysis with emphasis to dialogue and action scene detectionBENETOS E Siatras S Kotropoulos C Nikolaidis N
In
Multimodal Processing and Interaction,
Springer 157-177.
01-01-20082007
Neural network-based movie dialogue detectionKotti M Benetos E
10th International Conference on Engineering Applications of Neural Networks.
01-08-2007
Large scale musical instrument identificationBenetos E Kotti M Kotropoulos C
4th Sound and Music Computing Conference., 283-286.
01-07-2007
Systematic comparison of BIC-based speaker segmentation systemsMoschou V Kotti M
2007 IEEE 9Th International Workshop on Multimedia Signal Processing, MMSP 2007 - Proceedings., 66-69.
01-01-2007
A neural network approach to audio-assisted movie dialogue detection.Kotti M Benetos E Kotropoulos C
Neurocomputing vol. 71, 157-166.
01-01-20072006
Applying Supervised Classifiers Based on Non-negative Matrix Factorization to Musical Instrument Classification.Benetos E Kotropoulos C
ICME., 2105-2108.
01-01-2006
Automatic speaker change detection with the Bayesian information criterion using MPEG-7 features and a fusion scheme.Kotti M Benetos E
ISCAS.
01-01-2006
Automatic Speaker Segmentation using Multiple Features and Distance Measures: A Comparison of Three Approaches.Kotti M Martins LPM Benetos E Cardoso JS
ICME., 1101-1104.
01-01-2006
Musical instrument classification using non-negative matrix factorization algorithms.Benetos E Kotti M
ISCAS.
01-01-2006
Musical instrument classification using non-negative matrix factorization algorithms and subset feature selectionBenetos E Kotti M
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. vol. 5
01-01-2006
Testing supervised classifiers based on non-negative matrix factorization to musical instrument classificationBenetos E Kotropoulos C Lidy T
European Signal Processing Conference.
01-01-20062005
Comparison of subspace analysis-based and statistical model-based algorithms for musical instrument classificationBenetos E Kotti M Kotropoulos C Burred JJ Eisenberg G Sikora T
2nd Workshop On Immersive Communication And Broadcast Systems.
01-10-2005
Expectation elicits music-evoked chillsde Fleurian R Clemente A Benetos E Pearce MT
In
Biorxiv
From Aesthetics to Human Preferences: Comparative Perspectives of Evaluating Text-to-Music SystemsZhang H
35th IEEE International Workshop on Machine Learning for Signal Processing.
Globally, songs and instrumental melodies are slower and higher and use more stable pitches than speech: A Registered ReportOzaki Y Tierney A Pfordresher P Mcbride J Benetos E Proutskova P Chiba G Liu F et al.
In
Psyarxiv
Adapting Language-Audio Models as Few-Shot Audio LearnersLiang J Benetos E Phan H
INTERSPEECH 2023.
MuPT: A Generative Symbolic Music Pretrained TransformerQu X Bai Y Ma Y Zhou Z Lo KM Liu J Yuan R Min L et al.
The Thirteenth International Conference on Learning Representations Singapore 23 Apr 2025 - 28 Apr 2025.
Does synchronised singing enhance social bonding more than speaking does? A global experimental Stage 1 Registered ReportSavage PE Ampiah-Bonney A Arabadjiev A Arhine A Ariza JF Bamford JS Barbosa BS Beck A-K et al.
In
Psyarxiv