Publications
- Towards Explainable Music Emotion Recognition for Guitar Improvisations
Rossi M Stefani D Pauwels J Iacca G Turchet L
6th IEEE International Symposium on the Internet of Sounds.
16-12-2025 - Semi-Supervised Learning with Graph Neural Networks for Roman Numeral Analysis
DMRN+20 Digital Music Research Network One-day Workshop 2025 King’s College London (Bush House). London, UK 16 Dec 2025.
15-12-2025 - Towards Real-Time, Stable Mapping from Multimodal Sensing to Interpretable Timbre Axes
DMRN+20 Digital Music Research Network One-day Workshop 2025 King’s College London (Bush House). London, UK 16 Dec 2025.
15-12-2025 - “AudibleLight (RC): A Controllable, End-to-End API for Soundscape Synthesis Across Ray-Traced & Real-World Measured Acoustics”
DMRN+20 Digital Music Research Network One-day Workshop 2025 King’s College London, Bush House, London UK 16 Dec 2025.
15-12-2025 - Evaluating Multimodal Large Language Models on Core Music Perception Tasks
Carone B Roman Guzman I Ripollés P
39th Conference on Neural Information Processing Systems (NeurIPS 2025) Workshop: AI for Music.
07-12-2025 - Estranged Predictions: Measuring Semantic Category Disruption with Masked Language Modelling
Liu Y Dubossarsky H Ahnert R
Computational Humanities Research 2025 Luxembourg 9 Dec 2025 - 12 Dec 2025.
21-11-2025 - Morse Theory for the k-NN Distance Function
Reani Y Bobrowski O
Discrete & Computational Geometry, Springer
19-11-2025 - Fluid Antenna Systems: Redefining Reconfigurable Wireless Communications
New WK Wong K-K Wang C Chae C-B Murch R Jafarkhani H Hao Y
IEEE Journal on Selected Areas in Communications, Institute of Electrical and Electronics Engineers (IEEE) vol. PP (99), 1-1.
14-11-2025 - Data-Driven Modeling of String and Membrane Dynamics Using Interpretable Neural Architectures
Diaz Fernandez R De La Vega Martin C Sandler M
Journal of The Audio Engineering Society, Audio Engineering Society
10-11-2025 - Neuro-symbolic Models of AI
Lappin S
Journal of Applied Logics, College Publications vol. 12 (6)
05-11-2025 - A conditioned UNet for Music Source Separation
O'Hanlon K Woods B Wang L Sandler M
17th International Symposium on Computer Music Multidisciplinary Research London., 322-333.
03-11-2025 - Engineering polar nanoclusters for enhanced microwave tunability in ferroelectric thin films
Ruan H Zhang H Roddatis V Pal S Briscoe J Saunders TG Tang X Yan H et al.
Nature Communications, Springer Nature vol. 16 (1)
31-10-2025 - A Low-Latency Control Fabric for Distributed Quantum Error Correction using RDMA: A Timed Event Structure Model
2025 IEEE Conference on Pervasive and Intelligent Computing (PICom). vol. 00, 244-249.
24-10-2025 - Temporal Considerations in DJ Mix Information Retrieval and Generation
Williams A Meehan G Lattner S Pauwels J Barthet M
32nd International Symposium on Temporal Representation and Reasoning London, United Kingdom 27 Aug 2025 - 29 Aug 2025.
13-10-2025 - Latent Acoustic Mapping for Direction of Arrival Estimation: A Self-Supervised Approach
Roman A Roman I Bello J
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).
12-10-2025 - Shaking Up Quantum Simulators with Fuzzing and Rigour
Proceedings of The Acm on Programming Languages, Association For Computing Machinery (Acm) vol. 9 (OOPSLA2), 1400-1428.
09-10-2025 - Parameterised Counting Complexity Theory
Roth M
Computer Science Review, Elsevier
03-10-2025 - ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction
Chen D Liu Z Yang C Wang D Yan Y Xu Y Ji X
International Conference on Computer Vision.
01-10-2025 - Corrigendum to ‘Analysis of dipole interactions in nonequilibrium cubic crystals’ [J. Phys. B Condens. Matter 713 (2025) 417287]
Dutta R Hao Y
Physica B Condensed Matter, Elsevier vol. 714
01-10-2025 - Temporal Unlearnable Examples: Preventing Personal Video Data from Unauthorized Exploitation by Object Tracking
Wu Q Yu Y Kong C Liu Z Wan J Li H Kot A Chan A
International Conference on Computer Vision.
01-10-2025 - Stable Electrostatic Levitation using Conformal Metasurfaces with Negative Polarizability
Dutta R Hao Y
Small Structures, Wiley vol. 6 (12)
27-09-2025 - Perceptual errors in music source separation: looking beyond SDR averages
Sarkar 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 - Refining music sample identification with a self-supervised graph neural network
Bhattacharjee 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 - Vibe Sorcery: Integrating Emotion Recognition with Generative Music for Playlist Curation
Urrego-Gómez I Colton S Roman I
International Society for Music Information Retrieval: 1st Workshop on Large Language Models for Music & Audio (LLM4MA).
20-09-2025 - Rate-Based Session Types for IoT Systems
Iraci G Chuang C-E Hu R Ziarek L
Acm Transactions on Programming Languages and Systems, Association For Computing Machinery (Acm) vol. 47 (3), 1-39.
17-09-2025 - Artist Considerations in Offline Evaluation of Music Recommender Systems
Meehan G
MuRS 2025: 3rd Music Recommender Systems Workshop Prague, Czech Republic 22 Sep 2025.
14-09-2025 - Decoding Melodic Acoustic Features from Neural Data
Bozilovic Z Roman I
AES International Conference on Artificial Intelligence and Machine Learning for Audio.
08-09-2025 - On Inherited Popularity Bias in Cold-Start Item Recommendation
Meehan G Pauwels J
Proceedings of the Nineteenth ACM Conference on Recommender Systems., 649-654.
07-09-2025 - Sound Matching an Analogue Levelling Amplifier Using the Newton-Raphson Method
Yu C-Y Fazekas G
Audio Engineering Society International Conference on AI and Machine Learning for Audio London, UK 1 Jan 1970 - 8 Sep 2025.
02-09-2025 - Analysis of dipole interactions in nonequilibrium cubic crystals
Dutta R Castles F Hao Y
Physica B Condensed Matter, Elsevier vol. 713
01-09-2025 - Correction: A multimodal deep learning architecture for predicting interstitial glucose for effective type 2 diabetes management
Haleem MS Katsarou D Georga EI Dafoulas GE Bargiota A Lopez-Perez L Rujas M Fico G et al.
Scientific Reports, Springer Nature vol. 15 (1)
20-08-2025 - Spectrotemporal Modulation: Efficient and Interpretable Feature Representation for Classifying Speech, Music, and Environmental Sounds
Interspeech 2025., 216-220.
17-08-2025 - Combining Recurrent & Bayesian Models for Action Anticipation with Multiple Cues
Zimokha M Jamone L Roman I
Cognitive Computational Neuroscience.
12-08-2025 - Toward Affective Empathy in AI: Encoding Internal Representations of “Artificial Pain”
Wang A Roman I
Cognitive Computational Neuroscience.
12-08-2025 - A Multimodal Deep Learning Architecture for Estimating Quality of Life for Advanced Cancer Patients Based on Wearable Devices and Patient-Reported Outcome Measures
Haleem MS Aidonis V Georga EI Krini M Matsangidou M Kassianos AP Pattichis CS Rujas M et al.
IEEE Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers (IEEE) vol. 30 (2), 1166-1177.
11-08-2025 - Coreference as an Indicator of Context Scope in Multimodal Narrative
Ilinykh N Lappin S Sayeed A Loáiciga S
), Coreference as an Indicator of Context Scope in Multimodal Narrative, Proceedings of the Fourth Workshop on Generation, Evaluation and Metrics (GEM² 2025), ACL Vienna, Austria 1 Aug 2025., 789-80719.
01-08-2025 - The Deep Learning Revolution in AI
European Review, Cambridge University Press (Cup) vol. 33 (4), 416-425.
01-08-2025 - A multimodal deep learning architecture for predicting interstitial glucose for effective type 2 diabetes management
Haleem MS Katsarou D Georga EI Dafoulas GE Bargiota A Lopez-Perez L Rujas M Fico G et al.
Scientific Reports, Springer Nature vol. 15 (1)
29-07-2025 - Listener Acoustic Personalization ChallengeLAP24: Head-Related Transfer Function Dataset Harmonization
Daugintis R Barumerli R Geronazzo M Pauwels J Picinali L Poole KC
IEEE Open Journal of Signal Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 6, 950-964.
28-07-2025 - Domain Adaptation of Few-Shot Bioacoustic Event Detection in Different Environments
Tan Y Ai H Li S Fazekas G
IEEE Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 33, 2986-2998.
10-07-2025 - Exploiting Music Source Separation for Automatic Lyrics Transcription with Whisper
Syed J Higgs IM Cífka O Sandler M
2025 IEEE International Conference on Multimedia and Expo Workshops (ICMEW). vol. 00, 1-6.
04-07-2025 - Coherent domains and improved lower bounds for the maximum size of Condorcet domains
Karpov A Markström K Riis S
Discrete Applied Mathematics, Elsevier vol. 370, 57-70.
01-07-2025 - Predicting Moral Values in Lyrics Through Audio
Saitis C Heyderman B Preniqi V Kalimeri K Pauwels J
IEEE International Conference on Content-Based Multimedia Indexing.
01-07-2025 - Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks
Plachouras 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 - Multiple Reachability in Linear Dynamical Systems
Karimov T Kelmendi E Ouaknine J Worrell J
2025 40th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS). vol. 00, 651-663.
26-06-2025 - Persistent (Co)Homology in Matrix Multiplication Time
Morozov D Skraba P
Leibniz International Proceedings in Informatics Lipics. vol. 332
20-06-2025 - Smartphone as a Sensor in mHealth: Narrative Overview, SWOT Analysis, and Proposal of Mobile Biomarkers
Antonini A Coşar S Naja I Haleem MS Macdonald JH Innominato P Barresi G
Sensors, Mdpi vol. 25 (12)
11-06-2025 - Adaptive Printing of Conductive Microfibers for Seamless Functional Enhancement Across Diverse Surfaces and Shapes
Ka SGS Wang W Giddens H Chen Z Khan AN Shui Y Andy AS Lyu S et al.
Advanced Fiber Materials, Springer Nature vol. 7 (4), 1274-1289.
15-05-2025 - Coordinated Licenced DSA for Streamlined LAL and SAL Access and Coexistence
Dutta R Xu R Fernando I Pathiranage S Hao Y Neel J Braden A Hocking E et al.
2025 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN). vol. 00, 89-90.
15-05-2025 - Demonstrating Diff-MSTC: A Controllable and Context-Aware AI System for Multitrack Mixing in Digital Audio Workstation Cubase
Vanka SS Rolland J-B Fazekas G
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems., 1-5.
25-04-2025 - Understanding the Artificial Intelligence Revolution, Between Catastrophe and Utopia
Shalom L
21-04-2025 - Approximating Metric Magnitude of Point Sets
Andreeva R Ward J Skraba P Gao J Sarkar R
Proceedings of The Aaai Conference on Artificial Intelligence, Association For The Advancement of Artificial Intelligence (Aaai) vol. 39 (15), 15374-15381.
11-04-2025 - Guitar-TECHS: An Electric Guitar Dataset Covering Techniques, Musical Excerpts, Chords and Scales Using a Diverse Array of Hardware
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.
11-04-2025 - Leave-One-EquiVariant: Alleviating Invariance-Related Information Loss in Contrastive Music Representations
Guinot J Quinton E Fazekas G
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.
11-04-2025 - Music2Latent2: Audio Compression with Summary Embeddings and Autoregressive Decoding
Pasini M Lattner S Fazekas G
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.
11-04-2025 - PROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks
Feng C Liu Z Zhi Z Bogunovic I Gerner-Beuerle C Rodrigues M
Proceedings of the AAAI Conference on Artificial Intelligence. vol. 39 (3), 2933-2941.
11-04-2025 - Towards An Integrated Approach for Expressive Piano Performance Synthesis from Music Scores
Tang J Cooper E Wang X Yamagishi J Fazekas G
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 Data
Plachouras 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 - Machine Learning Accelerated Passive Electronically Scanned Phased Array Design
Henderson JR Hao Y
2025 19th European Conference on Antennas and Propagation (EuCAP). vol. 00, 01-05.
04-04-2025 - Distributed Strategies—Past and Future
Winskel G
Acm Siglog News, Association For Computing Machinery (Acm) vol. 12 (2), 3-33.
01-04-2025 - Musical neurodynamics
Harding EE Kim JC Demos AP Roman IR Tichko P Palmer C Large EW
Nature Reviews Neuroscience, Springer Nature vol. 26 (5), 293-307.
18-03-2025 - Perceptually-Guided Acoustic Foveation
Peng X Chen K Roman I
2025 IEEE Conference Virtual Reality and 3D User Interfaces (VR). vol. 00, 450-460.
12-03-2025 - AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning
Biased Models with Contextual Synthetic Data
Zhao Z Liu Z Cao Y Gong S Patras I
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Nashville, US 11 Jun 2025 - 16 Jun 2025.
07-03-2025 - Phase transformation in lead titanate based relaxor ferroelectrics with ultra-high strain
Zhang H Li Z Wang Y Fortes AD Saunders TG Hao Y Abrahams I Yan H et al.
Nature Communications, Springer Nature vol. 16 (1)
18-02-2025 - Highlights of Antenna Innovations (19742024): New developments over recent decades
Volakis JL Rengarajan SR Hao Y Shields M
IEEE Antennas and Propagation Magazine, Institute of Electrical and Electronics Engineers (IEEE) vol. 67 (3), 23-31.
07-02-2025 - Bisimilarity in fresh-register automata
Murawski AS Ramsay SJ
Logical Methods in Computer Science, Centre Pour La Communication Scientifique Directe (Ccsd) vol. Volume 21, Issue 1
06-02-2025 - An efficient heuristic search algorithm for discovering large Condorcet domains
Zhou B
4or, Springer Nature vol. 23 (2), 193-216.
24-01-2025 - Wasserstein Modality Alignment Makes Your Multimodal Transformer More Robust
Zhi Z Sun Y Wu Q Liu Z Rodrigues M
Transactions on Machine Learning Research
23-01-2025 - Condorcet domains on at most seven alternatives
Akello-Egwel D Leedham-Green C Litterick A Riis S
Mathematical Social Sciences, Elsevier vol. 133, 23-33.
01-01-2025 - Design and Implementation of the Transparent, Interpretable, and Multimodal (TIM) AR Personal Assistant
McGowan E Rulff J Castelo S Wu G Chen S Roman IR Dias FF Qian J
IEEE Computer Graphics and Applications, Institute of Electrical and Electronics Engineers (IEEE) vol. 45 (1), 28-42.
01-01-2025 - GATEKEEPER Platform: Secure Processing Environment for European Health Data Space
Gaeta E Haleem MS Lopez-Perez L Manea M Umpierrez MFC Waldmeyer MTA Pecchia L Fico G
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 13, 34627-34638.
01-01-2025 - Get Confused Cautiously: Textual Sequence Memorization Erasure with Selective Entropy Maximization
Zhang Z Liu Z Patras I
Proceedings International Conference on Computational Linguistics Coling., 10924-10939.
01-01-2025 - Preface
Vidal T Wałęga PA
Leibniz International Proceedings in Informatics Lipics vol. 355
01-01-2025 - QUERY-BASED KNOWLEDGE TRANSFER FOR HETEROGENEOUS LEARNING ENVIRONMENTS
Alballa N Zhang W Liu Z Abdelmoniem AM Elhoseiny M Canini M
13th International Conference on Learning Representations Iclr 2025., 95820-95851.
01-01-2025 - Uniform Functional Interpretations
Computability in Europe. vol. 15764, 88-103.
01-01-2025