Publications

Publications of specific relevance to the Faculty of Science and Engineering
2026
Scalable Evaluation for Audio Identification via Synthetic Latent Fingerprint GenerationBhattacharjee A Pasini M Benetos E
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Barcelona, Spain 4 May 2026 - 8 May 2026.
04-05-2026
Domain-invariant representation learning of bird soundsMoummad I Serizel R Benetos E Farrugia N
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Barcelona, Spain 4 May 2026 - 8 May 2026.
04-05-2026
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.
14th International Conference on Learning Representations (ICLR) Rio de Janeiro, Brazil 23 Apr 2026 - 27 Apr 2026.
23-04-2026
SCRAPL: Scattering Transform with Random Paths for Machine LearningMitcheltree C Lostanlen V Benetos E Lagrange M
14th International Conference on Learning Representations (ICLR) Rio de Janeiro, Brazil 23 Apr 2026 - 27 Apr 2026.
23-04-2026
OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMsLi C Chen Y Ji Y Xu J Cui Z Li S Zhang Y Tang J et al.
05-03-2026
Computational hermeneutics: evaluating generative AI as a cultural technologyKommers C Ahnert R Antoniak M Benetos E Benford S Bunz M Caramiaux B Concannon S et al.
Frontiers in Artificial Intelligence,
Frontiers Media Sa vol. 9
26-02-20262025
AutoMV: An Automatic Multi-Agent System for Music Video GenerationTang X Lei X Zhu C Chen S Yuan R Li Y Oh C Zhang G et al.
In
Arxiv 13-12-2025
OmniBench: Towards The Future of Universal Omni-Language ModelsLi Y Ma Y 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 vol. 32
17-11-2025
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
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
RUMAA: Repeat-Aware Unified Music Audio Analysis for Score-Performance Alignment, Transcription, and Mistake DetectionChang S Dixon S Benetos E
16-07-2025
Refining music sample identification with a self-supervised graph neural networkBhattacharjee A Higgs IM Sandler M Benetos E
20-06-2025
Towards a Unified Representation Evaluation Framework Beyond Downstream TasksPlachouras C Guinot J Fazekas G Quinton E Benetos E Pauwels J
09-05-2025
Twenty-Five Years of MIR Research: Achievements, Practices, Evaluations, and Future ChallengesPeeters G Rafii Z Fuentes M Duan Z Benetos E
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.
11-04-2025
Learning Music Audio Representations With Limited DataPlachouras C Benetos E Pauwels J
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.
11-04-2025
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
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
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
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
28-10-2024
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 03-09-2024
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
MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language ModelsWeck B Manco I Benetos E Fazekas G
02-08-2024
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
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
02-02-2024
YourMT3+: Multi-Instrument Music Transcription with Enhanced Transformer Architectures and Cross-Dataset STEM AugmentationChang S Benetos E Kirchhoff H Dixon S
2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP). vol. 00, 1-6.
25-01-2024
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.
17-01-20242023
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
31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS) Letterkenny, Ireland 7 Dec 2023.
07-12-2023
The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language EvaluationManco I Weck B Doh S Won M Zhang Y Bogdanov D Tovstogan P Benetos E
22-11-2023
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
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
2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). vol. 00, 1-5.
25-10-2023
Perceptual Musical Similarity Metric Learning with Graph Neural NetworksVahidi C Singh S Benetos E Phan H Stowell D Fazekas G Lagrange M
2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). vol. 00, 1-5.
25-10-2023
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.
11-07-2023
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
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
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.
01-01-20232022
Joint Scattering for Automatic Chick Call RecognitionWang C Benetos E Wang S Versace E
2022 30th European Signal Processing Conference (EUSIPCO)., 195-199.
20-12-2022
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
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
Exploring Transformer’s Potential on Automatic Piano TranscriptionOu L Guo Z Benetos E
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 776-780.
27-05-2022
Learning Music Audio Representations Via Weak Language SupervisionManco I Benetos E Quinton E
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 456-460.
27-05-2022
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
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.
11-05-2022
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 Nature vol. 54 (6), 3085-3092.
25-02-20222021
Comparison of Feature Extraction Methods for Sound-Based Classification of Honey Bee ActivityTerenzi A Nolasco I Benetos E
IEEE Transactions on Audio Speech and Language Processing,
Institute of Electrical and Electronics Engineers (IEEE) vol. 30, 112-122.
07-12-2021
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
2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP). vol. 00, 1-6.
28-10-2021
Humanities and engineering perspectives on music transcriptionHolzapfel A Benetos E Widdess R
Digital Scholarship in The Humanities,
Oxford University Press (OUP) vol. 37 (3), 747-764.
23-10-2021
Vocal Harmony Separation Using Time-Domain Neural NetworksSarkar S Benetos E Sandler M
Interspeech 2021., 3515-3519.
30-08-2021
An Evaluation of Data Augmentation Methods for Sound Scene GeotaggingBear HL Morfi V
Interspeech 2021., 581-585.
30-08-2021
Violinist identification based on vibrato featuresZhao Y Wang C Fazekas G Benetos E Sandler M
2021 29th European Signal Processing Conference (EUSIPCO). vol. 00, 381-385.
27-08-2021
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
More for Less: Non-Intrusive Speech Quality Assessment with Limited AnnotationsRagano A Benetos E Hines A
2021 13th International Conference on Quality of Multimedia Experience (QoMEX). vol. 00, 103-108.
17-06-2021
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
MusCaps: Generating Captions for Music AudioManco I Benetos E Fazekas G
24-04-2021
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
From Audio to Music NotationLiu L Benetos E
In
Handbook of Artificial Intelligence For Music,
Springer Nature 693-714.
01-01-20212020
Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source SeparationLordelo C Benetos E Dixon S Ahlbck S Ohlsson P
IEEE Signal Processing Letters,
Institute of Electrical and Electronics Engineers (IEEE) 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 BLT Dixon S
2020 International Joint Conference on Neural Networks (IJCNN). vol. 00, 1-8.
24-07-2020
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
Modeling Plate and Spring Reverberation Using A Dsp-Informed Deep Neural NetworkRamírez MAM Benetos E Reiss JD
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 241-245.
08-05-2020
A Study on the Transferability of Adversarial Attacks in Sound Event ClassificationSubramanian V Pankajakshan A Benetos E Xu N McDonald S Sandler M
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 301-305.
08-05-2020
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
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 Effects †Martínez Ramírez MA Benetos E Reiss JD
Applied Sciences,
Mdpi vol. 10 (2)
16-01-2020
Investigating the Perceptual Validity of Evaluation Metrics for Automatic Piano Music TranscriptionYcart A Liu L Benetos E Pearce MT
Transactions of The International Society For Music Information Retrieval,
Ubiquity Press vol. 3 (1), 68-81.
01-01-20202019
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
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
Investigating Kernel Shapes and Skip Connections for Deep Learning-Based Harmonic-Percussive SeparationLordelo C Benetos E Dixon S Ahlbäck S
2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). vol. 00, 40-44.
23-10-2019
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
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
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
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 TranscriptionBenetos E Dixon S Duan Z Ewert S
IEEE Signal Processing Magazine,
Institute of Electrical and Electronics Engineers (IEEE) vol. 36 (1), 20-30.
01-01-2019
Robustness of Adversarial Attacks in Sound Event ClassificationSubramanian V Benetos E Sandler MB
Proceedings of the Detection and Classification of Acoustic Scenes and
Events 2019 Workshop (DCASE2019)., 239-243.
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
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 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 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)
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
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 6450-6454.
01-03-2016
An End-to-End Neural Network for Polyphonic Piano Music TranscriptionSigtia S Benetos E Dixon S
IEEE Transactions on Audio Speech and Language Processing,
Institute of Electrical and Electronics Engineers (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 ASD Dixon S
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 2061-2065.
01-04-20152014
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 (OUP) vol. 42 (4), 579-590.
11-10-2014
Big Data for MusicologyWeyde T Cottrell S Dykes J Benetos E Wolff D Tidhar D Kachkaev A Plumbley M et al.
Proceedings of the 1st International Workshop on Digital Libraries for Musicology., 1-3.
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 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 MD
2013 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics., 1-4.
01-10-2013
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
Automatic music transcription: challenges and future directionsBenetos E Dixon S Giannoulis D Kirchhoff H Klapuri A
Journal of Intelligent Information Systems,
Springer Nature vol. 41 (3), 407-434.
25-07-2013
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 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
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
Temporally-Constrained Convolutive Probabilistic Latent Component Analysis for Multi-pitch DetectionBenetos E Dixon S
Lecture Notes in Computer Science. vol. 7191, 364-371.
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.
01-01-2012
Sit-stand and stand-sit transitions in older adults and patients with Parkinson’s disease: event detection based on motion sensors versus force platesZijlstra A Mancini M Lindemann U Chiari L
Journal of Neuroengineering and Rehabilitation,
Springer Nature vol. 9 (1)
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 Stylianou Y
IEEE Transactions on Audio Speech and Language Processing,
Institute of Electrical and Electronics Engineers (IEEE) vol. 18 (8), 1968-1977.
19-01-2010
Non-Negative Tensor Factorization Applied to Music Genre ClassificationBenetos E Kotropoulos C
IEEE Transactions on Audio Speech and Language Processing,
Institute of Electrical and Electronics Engineers (IEEE) vol. 18 (8), 1955-1967.
19-01-2010
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
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
A neural network approach to audio-assisted movie dialogue detectionKotti M Benetos E
Neurocomputing,
Elsevier vol. 71 (1-3), 157-166.
01-12-2007
Systematic comparison of BIC-based speaker segmentation systemsMoschou V Benetos E Kotropoulos C
2007 IEEE 9th Workshop on Multimedia Signal Processing., 66-69.
01-10-2007
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.
01-07-20072006
Applying Supervised Classifiers Based on Non-negative Matrix Factorization to Musical Instrument ClassificationBenetos E Kotropoulos C
2006 IEEE International Conference on Multimedia and Expo., 2105-2108.
01-07-2006
Automatic Speaker Segmentation using Multiple Features and Distance Measures: A Comparison of Three ApproachesKotti M Martins LGPM Cardoso JS
2006 IEEE International Conference on Multimedia and Expo., 1101-1104.
01-07-2006
Automatic speaker change detection with the Bayesian information criterion using MPEG-7 features and a fusion schemeKotti M Benetos E
2006 IEEE International Symposium on Circuits and Systems., 4-pp..
01-01-2006
Musical instrument classification using non-negative matrix factorization algorithmsBenetos E Kotropoulos C
2006 IEEE International Symposium on Circuits and Systems., 4-pp..
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
Melodic expectation as an elicitor of 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 Systems 35th IEEE International Workshop on Machine Learning for Signal Processing.
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