Publications
- Visualising Multiplayer Game Spaces
Goodman J, Perez D and Lucas SM
Ieee Transactions On Games, Institute of Electrical and Electronics Engineers
28-12-2022 - Large-Scale Pretrained Model for Self-Supervised Music Audio Representation Learning
Li Y, Yuan R, Zhang G, Ma Y, Lin C, Chen X, Ragni A, Yin H, Hu Z, He H, Benetos E, Gyenge N, Liu R and Fu J
DMRN+17: Digital Music Research Network One-day Workshop 2022 London, UK 20 Dec 2022.
20-12-2022 - Data augmentation with mixtures of max-entropy transformations for filling-level classification
Modas A, Cavallaro A and Frossard P
2022 30th European Signal Processing Conference (EUSIPCO)., 1606-1610.
20-12-2022 - Performance MIDI-to-score conversion by neural beat tracking
Liu L, KONG Q, Morfi G-V and Benetos E
23rd International Society for Music Information Retrieval Conference (ISMIR) Bengaluru, India 4 Dec 2022 - 8 Dec 2022.
18-12-2022 - A Fast and Effective Framework for Camera Calibration in Sport Videos
Zhang N and Izquierdo E
2022 IEEE International Conference on Visual Communications and Image Processing (VCIP). vol. 00, 1-5.
16-12-2022 - Trajectory-based Fall Detection and Recognition Using Ultra-Wideband Signals
Li A, Bodanese E, Poslad S, Hou T, Luo F and Wu K
GLOBECOM 2022 - 2022 IEEE Global Communications Conference. vol. 00, 2260-2265.
08-12-2022 - EnsembleSet: A new high-quality synthesised dataset for chamber ensemble separation
Sarkar S, Benetos E and Sandler M
23rd International Society for Music Information Retrieval Conference (ISMIR) Bengaluru, India 5 Dec 2022 - 8 Dec 2022.
08-12-2022 - How do Final Year Projects of Engineering Students Relate to Myer-Briggs Type Indicator Assessment?
Toosy F, Arif A, Ahmad A, Herodotou C, Poslad S and Hamid K
2022 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE). vol. 00, 684-687.
07-12-2022 - Explaining video summarization based on the focus of attention
Apostolidis E, Balaouras G, Mezaris V and Patras I
2022 IEEE International Symposium on Multimedia (ISM). vol. 00, 146-150.
07-12-2022 - Content-based Graph Privacy Advisor
Stoidis D and Cavallaro A
2022 IEEE Eighth International Conference on Multimedia Big Data (BigMM). vol. 00, 65-72.
07-12-2022 - DDX7: Differentiable FM Synthesis of Musical Instrument Sounds
Caspe F, Mcpherson A and Sandler M
23rd International Society for Music Information Retrieval Conference (ISMIR 2022) Bengaluru, India 4 Dec 2022 - 8 Dec 2022.
04-12-2022 - Contrastive audio-language learning for music
Manco I, Benetos E, QUINTON E and Fazekas G
23rd International Society for Music Information Retrieval Conference (ISMIR) Bengaluru, India 4 Dec 2022 - 8 Dec 2022.
04-12-2022 - ATEPP: A DATASET OF AUTOMATICALLY TRANSCRIBED EXPRESSIVE PIANO PERFORMANCE
Zhang H, Tang J, Rafee S, Dixon S and Fazekas G
23rd International Society for Music Information Retrieval Conference (ISMIR 2022) 4 Dec 2022 - 8 Dec 2022.
04-12-2022 - A Feasibility Study of a Data-Driven Human-Robot Conversational Interface for Reminiscence Therapy
Céspedes N, Hsu A, Jones JM and Farkhatdinov I
2022 IEEE-RAS 21st International Conference on Humanoid Robots (Humanoids). vol. 00, 708-713.
30-11-2022 - Adaptive Soft Contrastive Learning
Feng C and Patras I
2022 26th International Conference on Pattern Recognition (ICPR).
29-11-2022 - Hybrid Bayesian network discovery with latent variables by scoring multiple interventions
Chobtham K, Constantinou AC and Kitson NK
Data Mining and Knowledge Discovery, Springer Nature vol. 37 (1), 476-520.
28-11-2022 - Part-based Face Recognition with Vision
Transformers
Sun Z and Tzimiropoulos G
British Machine Vision Conference.
21-11-2022 - Finding Directions in GAN’s Latent Space for
Neural Face Reenactment
Bounareli S, Argyriou V and Tzimiropoulos G
British Machine Vision Conference.
21-11-2022 - N-Beats as an EHG Signal Forecasting Method for Labour Prediction in Full Term Pregnancy
Jossou TR, Tahori Z, Houdji G, Medenou D, Lasfar A, Sanya F, Ahouandjinou MH, Pagliara SM, Haleem MS and Et-Tahir A
Electronics, Mdpi vol. 11 (22), 3739-3739.
15-11-2022 - “It’s cleaner, definitely”: Collaborative Process in Audio Production
Deacon T, Healey P and Barthet M
Computer Supported Cooperative Work (Cscw), Springer Nature vol. 32 (3), 475-505.
14-11-2022 - Studying Human-Based Speaker Diarization and Comparing to State-of-the-Art Systems
McKnight SW, Hogg AOT, Neo VW and Naylor PA
2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). vol. 00, 1-8.
10-11-2022 - Granular Content Distribution for IoT Remote Sensing Data Supporting Privacy Preservation
Zhang X, Zhang G, Huang X and Poslad S
Remote Sensing, Mdpi vol. 14 (21)
04-11-2022 - Leveraging label hierarchies for few-shot everyday sound recognition
Liang J, Phan QH and 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 - Explaining the decisions of anomalous sound detectors
Mai KT, Davies T, Griffi LD and 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 - Analyzing the effect of equal-angle spatial discretization on sound event localization and detection
Roman Guzman I
Detection and Classification of Acoustic Scenes and Events 2022.
03-11-2022 - Conditioned Source Separation by Attentively Aggregating Frequency Transformations With Self-Conditioning
Choi W, Jeong Y-S, Kim J, Chung J, Jung S and Reiss JD
Journal of The Audio Engineering Society, Audio Engineering Society vol. 70 (9), 661-673.
02-11-2022 - Improving Bayesian Network Structure Learning in the Presence of Measurement Error
Liu Y, Constantinou AC and Guo Z
Journal of Machine Learning Research vol. 23
01-11-2022 - Choosing Representation, Mutation, and Crossover in Genetic Algorithms
Dockhorn A and Lucas S
Ieee Computational Intelligence Magazine, Institute of Electrical and Electronics Engineers (Ieee) vol. 17 (4), 52-53.
01-11-2022 - CAESAR8: An agile enterprise architecture approach to managing information security risks
Loft P, He Y, Yevseyeva I and Wagner I
Computers & Security, Elsevier vol. 122
01-11-2022 - Pre-training strategies and datasets for facial representation learning
Bulat A, Cheng S, Yang J, Garbett A, Sanchez E and Tzimiropoulos G
European Confence on Computer Vision.
25-10-2022 - EdgeViTs: Competing Light-weight CNNs onMobile Devices with Vision Transformers
Pan J, Bulat A, Tan F, Zhu X, Dudziak L, Li H, Tzimiropoulos G and Martinez B
European Conference on Computer Vision.
25-10-2022 - Hardness in Markov Decision Processes: Theory and Practice
Conserva M and Rauber P
Advances in Neural Information Processing Systems.
24-10-2022 - On The Limits of Perceptual Quality Measures for Enhanced Underwater Images
Li CY and Cavallaro A
2022 IEEE International Conference on Image Processing (ICIP). vol. 00, 4148-4152.
19-10-2022 - Reducing the question burden of patient reported outcome measures using Bayesian networks
Yücetürk H, Gülle H, Şakar CT, Joyner C, Marsh W, Ünal E, Morrissey D and Yet B
Journal of Biomedical Informatics, Elsevier vol. 135
17-10-2022 - Effective and efficient structure learning with pruning and model averaging strategies
Constantinou AC, Liu Y, Kitson NK, Chobtham K and Guo Z
International Journal of Approximate Reasoning: Uncertainty in Intelligent Systems, Elsevier vol. 151, 292-321.
13-10-2022 - RSFS: A soft biometrics-based relative support features set for person verification
Hassan B and Izquierdo E
Fourteenth International Conference on Digital Image Processing (ICDIP 2022). vol. 12342
12-10-2022 - Video Summarization in the Deep Learning Era
Patras I
Proceedings of the 1st Workshop on User-centric Narrative Summarization of Long Videos., 1-1.
10-10-2022 - Learning from Label Relationships in Human Affect
Foteinopoulou N and Patras I
Proceedings of the 30th ACM International Conference on Multimedia (MM '22) Lisboa, Portugal 10 Oct 2022 - 14 Oct 2022.
10-10-2022 - DomainPlus: Cross Transform Domain Learning towards High Dynamic Range Imaging
Zheng B, Pan X, Zhang H, Zhou X, Slabaugh G, Yan C and Yuan S
Proceedings of the 30th ACM International Conference on Multimedia., 1954-1963.
10-10-2022 - Learning Frequency Domain Priors for Image Demoireing
Zheng B, Yuan S, Yan C, Tian X, Zhang J, Sun Y, Liu L, Leonardis A and Slabaugh G
Ieee Transactions On Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (Ieee) vol. 44 (11), 7705-7717.
04-10-2022 - Molecular Characterization of Circulating Tumor DNA in Pediatric Rhabdomyosarcoma: A Feasibility Study
Ruhen O, Lak NSM, Stutterheim J, Danielli SG, Chicard M, Iddir Y, Saint-Charles A, Di Paolo V, Tombolan L, Gatz SA, Aladowicz E, Proszek P, Jamal S, Stankunaite R, Hughes D, Carter P, Izquierdo E, Wasti A, Chisholm JC, George SL, et al.
Jco Precision Oncology, American Society of Clinical Oncology (Asco) vol. 6 (6)
01-10-2022 - CompldNet: Sheet Music Composer Identification using Deep Neural Network
Walwadkar D, Shatri E and Fazekas G
4th International Workshop on Reading Music Systems Online 18 Nov 2022.
01-10-2022 - Artificial intelligence in music production: Controversy and opportunity
Reiss J
The Journal of The Acoustical Society of America, Acoustical Society of America (Asa) vol. 152 (4), a178-a178.
01-10-2022 - 3* Evaluation of an Artificial Intelligence (AI) system to augment clinical risk prediction of Trauma Induced Coagulopathy in the pre-hospital setting: a prospective observational study
Marsden M, Perkins Z, Marsh W, Christian M, Lyon R, Davenport R and Tai N
Bmj Military Health, Bmj vol. 168 (5), e1.3-e1e1.
26-09-2022 - Deep learning assisted sound source localization from a flying drone
Wang L and Cavallaro A
Ieee Sensors Journal vol. PP (99), 1-1.
23-09-2022 - Generating gender-ambiguous voices for privacy-preserving speech recognition
Stoidis D and Cavallaro A
Interspeech 2022., 4237-4241.
18-09-2022 - Investigating the efficiency of the Asian handicap football betting market with ratings and Bayesian networks
Constantinou AC
Journal of Sports Analytics vol. 8 (3), 171-193.
15-09-2022 - Ecological Impact Assessment Framework for areas affected by Natural Disasters
Setyanto A, Kusrini K, Adninda GB, Kartikakirana R, Suprapto RA, Laksito A, Agastya IMA, Chandramouli K, Majlingova A, Brodrechtová Y, Demestichas K and Izquierdo E
International Conference on Content-based Multimedia Indexing., 155-161.
14-09-2022 - Style transfer of audio effects with differentiable signal processing
Steinmetz C, Reiss J and Bryan NJ
Journal of The Audio Engineering Society, Audio Engineering Society
12-09-2022 - Recurrent Neural-Linear Posterior Sampling
for Nonstationary Contextual Bandits
Ramesh A, Rauber P, Conserva M and Schmidhuber J
Neural Computation, Massachusetts Institute of Technology Press vol. 34, 1-41.
09-09-2022 - Sound -> Object -> Gesture: Physical Affordances of Virtual Materials
Pigrem J, Mcpherson A, Bryan-Kinns N and Jack R
AudioMostly 2022., 59-66.
06-09-2022 - Similarities and differences in a cross-linguistic sample of song and speech recordings
Ozaki Y, Kuroyanagi J, McBride J, Proutskova P, Tierney A, Pfordresher P, Benetos E, Liu F and Savage PE
Joint Conference on Language Evolution Kanazawa, Japan 5 Sep 2022 - 8 Sep 2022.
05-09-2022 - More Than Words: Linking Music Preferences and Moral Values Through Lyrics
Preniqi V, Kalimeri K and Saitis C
International Society for Music Information Retrieval Conference.
02-09-2022 - Usability Testing of a Digital Assessment Routing Tool for Musculoskeletal Disorders: Iterative, Convergent Mixed Methods Study
Lowe C, Browne M, Marsh W and Morrissey D
Journal of Medical Internet Research, Jmir Publications vol. 24 (8)
30-08-2022 - Transfer Learning for Violinist Identification
Zhao Y, Fazekas G and Sandler M
2022 30th European Signal Processing Conference (EUSIPCO)., 239-243.
29-08-2022 - Joint Scattering for Automatic Chick Call
Recognition
Wang C, Benetos E, Versace E and Wang S
30th European Signal Processing Conference Belgrade, Serbia 29 Aug 2022 - 2 Sep 2022., 195-199.
29-08-2022 - Improving Balance in Automatic Chord Recognition with Random Forests
Miller J, O'Hanlon K and Sandler MB
2022 30th European Signal Processing Conference (EUSIPCO)., 244-248.
29-08-2022 - Hypernetworks for sound event detection: a proof-of-concept
Singh S, Benetos E and Phan QH
30th European Signal Processing Conference (EUSIPCO 2022) Belgrade, Serbia 29 Aug 2022 - 3 Sep 2022., 429-433.
29-08-2022 - Expert views about missing AI narratives: is there an AI story crisis?
Chubb J, Reed D and Cowling P
Ai and Society, Springer
25-08-2022 - Adaptive Soft Contrastive Learning
Feng C and Patras I
2022 26th International Conference on Pattern Recognition (ICPR). vol. 00, 2721-2727.
25-08-2022 - Rapid Person Re-Identification via Sub-space Consistency Regularization
Yin Q, Wang G, Ding G, Li Q, Gong S and Tang Z
Neural Processing Letters, Springer
23-08-2022 - Formal Constraints for Structured Document Retrieval
Ketola T and Roelleke T
Proceedings of the 2022 ACM SIGIR International Conference on Theory of Information Retrieval., 121-126.
23-08-2022 - Publisher Correction: Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI
Vasey B, Nagendran M, Campbell B, Clifton DA, Collins GS, Denaxas S, Denniston AK, Faes L, Geerts B, Ibrahim M, Liu X, Mateen BA, Mathur P, McCradden MD, Morgan L, Ordish J, Rogers C, Saria S, Ting DSW, Watkinson P, et al.
Nature Medicine, Springer Nature vol. 28 (10), 2218-2218.
12-08-2022 - Greedy structure learning from data that contain systematic missing values.
Liu Y and Constantinou AC
Machine Learning, Springer
10-08-2022 - DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval
Kordopatis-Zilos G, Tzelepis C, Papadopoulos S, Kompatsiaris I and Patras I
International Journal of Computer Vision, Springer Nature vol. 130 (10), 2385-2407.
05-08-2022 - Region‐based estimation of the partition functions for hybrid Bayesian network models
Lin P, Neil M, Fenton N and Dementiev E
International Journal of Intelligent Systems, Wiley vol. 37 (11), 8897-8927.
03-08-2022 - Ranking Distance Calibration for Cross-Domain Few-Shot Learning
Li P, Gong S, Wang C and Fu Y
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). vol. 00, 9089-9098.
28-07-2022 - Semantic Music Production: A Meta-Study
Moffat D, De Man B and Reiss JD
Journal of The Audio Engineering Society, Audio Engineering Society vol. 70 (7/8), 548-564.
25-07-2022 - Towards Robust Unsupervised Disentanglement of Sequential Data - A Case Study Using Music Audio
Luo YJ, Ewert S and Dixon S
International Joint Conference on Artificial Intelligence., 3299-3305.
23-07-2022 - Timbre Transfer with Variational Auto Encoding and Cycle-Consistent Adversarial Networks
Bonnici RS, Benning M and Saitis C
2022 International Joint Conference on Neural Networks (IJCNN). vol. 00, 1-8.
23-07-2022 - Finding Chemical Organisations of Matter-Conserving AChems
Young J and Colton S
The Conference on Artificial Life.
18-07-2022 - Seeing Sounds, Hearing Shapes: a gamified study to evaluate sound-sketches
L�bbers S and Fazekas G
International Computer Music Conference Limerick, Ireland 3 Jul 2022 - 9 Jul 2022. Editors: Torre G.
09-07-2022 - A Deep Learning Based ECG Segmentation Tool for Detection of ECG Beat Parameters
Haleem MS and Pecchia L
2022 IEEE Symposium on Computers and Communications (ISCC). vol. 00, 1-4.
03-07-2022 - Useless, not Worthless: Absurd Making as Critical Practice
Lepri G, Mcpherson A and Bowers J
ACM conference on Designing Interactive Systems.
01-07-2022 - The Jazz Ontology: A semantic model and large-scale RDF repositories for jazz
Proutskova P, Wolff D, Fazekas G, Frieler K, Höger F, Velichkina O, Solis G, Weyde T, Pfleiderer M, Crayencour HC, Peeters G and Dixon S
Journal of Web Semantics, 100735-100735.
01-07-2022 - SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers
Liu L, Yuan S, Liu J, Guo X, Yan Y and Tian Q
Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022. vol. 36, 1747-1755.
30-06-2022 - A Large Imaging Database and Novel Deep Neural Architecture for Covid-19 Diagnosis
Arsenos A, Kollias D and Kollias S
2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP). vol. 00, 1-5.
29-06-2022 - The M in NIME: Motivic analysis and the case for a musicology of NIME performances
Mice L and Mcpherson A
International Conference on New Interfaces for Musical Expression Auckland, New Zealand 28 Jun 2022 - 1 Jul 2022.
28-06-2022 - The 10,000 Instruments Workshop - (Im)practical Research for Critical Speculation
Lepri G, Bowers J, Topley S, Stapleton P, Bennett P, Andersen K and McPherson A
NIME 2022.
28-06-2022 - Quantitative evaluation of aspects of embodiment in new digital musical instruments
Guidi A and McPherson A
NIME 2022.
28-06-2022 - Mixed Reality Musical Interface: Exploring Ergonomics and Adaptive Hand Pose Recognition for Gestural Control
Graf M and Barthet M
NIME 2022.
28-06-2022 - Dialogic Design of Accessible Digital Musical Instruments: Investigating Performer Experience
Zayas-Garin E and McPherson A
NIME 2022.
28-06-2022 - Being With The Waves: An Ultrasonic Art Installation Enabling Rich Interaction Without Sensors
Robson N, McPherson A and Bryan-Kinns N
NIME 2022.
28-06-2022 - Summarizing Videos using Concentrated Attention and Considering the Uniqueness and Diversity of the Video Frames
Apostolidis E, Balaouras G, Mezaris V and Patras I
Proceedings of the 2022 International Conference on Multimedia Retrieval., 407-415.
27-06-2022 - Sound source localization and enhancement in 3D space from a flying drone
Wang L and Cavallaro A
Quiet Drones 2022 27 Jun 2022 - 29 Jun 2022.
27-06-2022 - Neo-Riemannian Theory for Generative Film and Videogame Music
Cardinale S and Colton S
International Conference on Computational Creativity 27 Jun 2022 - 1 Jul 2022.
27-06-2022 - Connecting Audio and Graphic Score using Self-supervised Representation Learning - A Case Study with György Ligeti's Artikulation
Banar B and Colton S
International Conference on Computational Creativity 2022.
27-06-2022 - Long-tail Recognition via Compositional Knowledge Transfer
Parisot S, Esperança PM, McDonagh S, Madarasz TJ, Yang Y and Li Z
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). vol. 00, 6929-6938.
24-06-2022 - A Trajectory-Based Gesture Recognition in Smart Homes Based on the Ultrawideband Communication System
Li A, Bodanese E, Poslad S, Hou T, Wu K and Luo F
Ieee Internet of Things Journal, Institute of Electrical and Electronics Engineers (Ieee) vol. 9 (22), 22861-22873.
21-06-2022 - Multi-encoder Network for Parameter Reduction of a Kernel-based Interpolation Architecture
Khalifeh I, Blanch MG, Izquierdo E and Mrak M
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). vol. 00, 724-733.
20-06-2022 - Exploring Experiences with New Musical Instruments through Microphenomenology
Reed CN, Nordmoen C, Martelloni A, Lepri G, Robson N, Zayas-Garin E, Cotton K, Mice L and McPherson A
International Conference on New Interfaces for Musical Expression.
16-06-2022 - A Large Imaging Database and Novel Deep Neural Architecture for Covid-19 Diagnosis
Kollias D
IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP).
16-06-2022 - Agreement among human and automated estimates of similarity in a global music sample
Daikoku H, Ding S, Benetos E, Wood ALC, Shimizono T, Sanne US, Fujii S and Savage PE
10th International Workshop on Folk Music Analysis (FMA 2022) Sheffield, UK 14 Jun 2022 - 17 Jun 2022.
14-06-2022 - Material Matters: Exploring Materiality in Digital Musical Instruments Design
Zheng J, Bryan-Kinns N and McPherson AP
Designing Interactive Systems Conference., 976-986.
13-06-2022 - Making space for material entanglements: A diffractive analysis of woodwork and the practice of making an interactive system
Nordmoen C and McPherson AP
Designing Interactive Systems Conference., 415-423.
13-06-2022 - Discovery and density estimation of latent confounders in Bayesian networks with evidence lower bound
Chobtham K and Constantinou AC
In Proceedings of the 11th International Conference on Probabilistic Graphical Models (PGM-2022).
11-06-2022 - MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition
Kollias D
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)).
10-06-2022 - ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges
Kollias D
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
10-06-2022 - A DEEP-LEARNING FRAMEWORK FOR ACCURATE AND ROBUST DETECTION OF ADULT CONTENT
Kusrini K, Setyanto A, Agastya IMA, Hartatik H, Chandramouli K and Izquierdo E
Journal of Engineering Science and Technology, School of Engineering, Taylor’S University vol. 17 (3), 2104-2119.
03-06-2022 - EVALUATION OF A NON-VISUAL AUDITORY CHOROPLETH AND TRAVEL MAP VIEWER
Biggs B, Coughlan JM, Toth C, Walker BN and Stockman T
Proceedings of the 27th International Conference on Auditory Display (ICAD 2022). vol. 2022, 82-90.
01-06-2022 - Training Privacy-Preserving Video Analytics Pipelines by Suppressing Features That Reveal Information About Private Attributes
Li CY and Cavallaro A
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 3019-3023.
27-05-2022 - Is Cross-Attention Preferable to Self-Attention for Multi-Modal Emotion Recognition?
Rajan V, Brutti A and Cavallaro A
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 4693-4697.
27-05-2022 - Audio-Visual Object Classification for Human-Robot Collaboration
Xompero A, Pang YL, Patten T, Prabhakar A, Calli B and Cavallaro A
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 9137-9141.
27-05-2022 - Quantitative spatiotemporal impact of dynamic population density changes on the COVID-19 pandemic in China’s mainland
Zhang G, Poslad S, Fan Y and Rui X
Geo-Spatial Information Science, Taylor & Francis vol. 26 (4), 642-663.
26-05-2022 - Learning music audio representations via weak language supervision
Manco I, Benetos E, Quinton E and Fazekas G
2022 IEEE International Conference on Acoustics, Speech and Signal Processing Singapore 22 May 2022 - 27 May 2022., 456-460.
22-05-2022 - Improving lyrics Alignment through Joint Pitch Detection
Huang J, Benetos E and Ewert S
2022 IEEE International Conference on Acoustics, Speech and Signal Processing Singapore 22 May 2022 - 27 May 2022., 451-455.
22-05-2022 - OneDetect: A Federated Learning Architecture for Global Soft Biometrics Prediction
Hassan B and Izquierdo E
2022 International Conference on Intelligent Systems and Computer Vision (ISCV). vol. 00, 1-8.
20-05-2022 - Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI
Vasey B, Nagendran M, Campbell B, Clifton DA, Collins GS, Denaxas S, Denniston AK, Faes L, Geerts B, Ibrahim M, Liu X, Mateen BA, Mathur P, McCradden MD, Morgan L, Ordish J, Rogers C, Saria S, Ting DSW, Watkinson P, et al.
The Bmj, Bmj vol. 377
18-05-2022 - Efficient neural networks for real-time modeling of analog dynamic range compression
Steinmetz C and Reiss J
152nd Convention of the Audio Engineering Society 7 May 2022 - 8 May 2022.
16-05-2022 - Disembodied Timbres: A Study on Semantically Prompted FM Synthesis
Hayes B, Saitis C and Fazekas G
Journal of The Audio Engineering Society, Audio Engineering Society vol. 70 (5), 373-391.
11-05-2022 - Exploring transformer's potential on automatic piano transcription
Ou L, Guo Z, Benetos E, Han J and Wang Y
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Singapore 7 May 2022 - 13 May 2022., 776-780.
07-05-2022 - Tempting the Fate of the furious: cyber security and autonomous cars
McLachlan S, Schafer B, Dube K, Kyrimi E and Fenton N
International Review of Law Computers & Technology, Taylor & Francis vol. 36 (2), 181-201.
04-05-2022 - Differentiable Time-Frequency Scattering in Kymatio
Vahidi C, Muradeli J, Wang C, Han H, Lostanlen V, Lagrange M and Fazekas G
arXiv.
04-05-2022 - Rinascimento: Playing Splendor-Like Games With Event-Value Functions
Bravi I and Lucas S
Ieee Transactions On Games, Institute of Electrical and Electronics Engineers (Ieee) vol. 15 (1), 16-25.
03-05-2022 - Constrained Predictive Filters for Single Image Bokeh Rendering
Zheng B, Chen Q, Yuan S, Zhou X, Zhang H, Zhang J, Yan C and Slabaugh G
Ieee Transactions On Computational Imaging, Institute of Electrical and Electronics Engineers (Ieee) vol. 8, 346-357.
03-05-2022 - Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI
Vasey B, Nagendran M, Campbell B, Clifton DA, Collins GS, Denaxas S, Denniston AK, Faes L, Geerts B, Ibrahim M, Liu X, Mateen BA, Mathur P, McCradden MD, Morgan L, Ordish J, Rogers C, Saria S, Ting DSW, Watkinson P, et al.
Nature Medicine, Springer Nature vol. 28 (5), 924-933.
01-05-2022 - Super Size Me: Interface Size, Identity and Embodiment in Digital Musical Instrument Design
Mice L and McPherson AP
CHI Conference on Human Factors in Computing Systems., 1-15.
29-04-2022 - A Quality-Diversity-based Evaluation Strategy for Symbolic Music Generation
Banar B and Colton S
International Conference on Learning Representations 2022 Machine Learning Evaluation Standards Workshop 29 Apr 2022.
29-04-2022 - Planning Your Journey in Audio: Design and Evaluation of Auditory Route Overviews
Aziz N, Stockman T and Stewart R
Acm Transactions On Accessible Computing, Association For Computing Machinery (Acm)
27-04-2022 - Authors' Response to Peer Reviews of “Using Structural Equation Modelling in Routine Clinical Data on Diabetes and Depression: Observational Cohort Study”
Ronaldson A, Freestone M, Zhang H, Marsh W and Bhui K
Jmirx Med, Jmir Publications vol. 3 (2)
27-04-2022 - A WAVELET-BASED DUAL-STREAM NETWORK FOR UNDERWATER IMAGE ENHANCEMENT
Ma Z and Oh C
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 2022-May, 8662-8666.
27-04-2022 - How IoT-Driven Citizen Science Coupled with Data Satisficing Can Promote Deep Citizen Science
Poslad S, Irum T, Charlton P, Mumtaz R, Azam M, Zaidi H, Herodotou C, Yu G and Toosy F
Sensors, Mdpi vol. 22 (9)
21-04-2022 - Violinist Identification Using Note-Level Timbre Feature Distributions
Zhao Y, Fazekas G and Sandler M
2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 2022-May, 601-605.
01-04-2022 - The outcome of a prediction algorithm should be a true patient state rather than an available surrogate
Wohlgemut JM, Kyrimi E, Stoner RS, Pisirir E, Marsh W, Perkins ZB and Tai NRM
Journal of Vascular Surgery, Elsevier vol. 75 (4), 1495-1496.
01-04-2022 - The Smart Musical Instruments Ontology
Turchet L, Bouquet P, Molinari A and Fazekas G
Journal of Web Semantics, Elsevier vol. 72
01-04-2022 - DIRECT DESIGN OF BIQUAD FILTER CASCADES WITH DEEP LEARNING BY SAMPLING RANDOM POLYNOMIALS
Colonel JT, Steinmetz CJ, Michelen M and Reiss JD
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 22 May 2022 - 27 May 2022. vol. 2022-May, 3104-3108.
01-04-2022 - Automatic Quality Assessment of Digitized and Restored Sound Archives
Ragano A, Benetos E and Hines A
Journal of The Audio Engineering Society, Audio Engineering Society vol. 70 (4), 252-270.
01-04-2022 - Singing Knit: Soft Knit Biosensing for Augmenting Vocal Performances
Reed CN, Skach S, Strohmeier P and McPherson AP
Augmented Humans 2022., 170-183.
13-03-2022 - Adaptive Scattering Transforms for Playing Technique Recognition
Wang C, Benetos E, Lostanlen V and Chew E
Ieee/Acm Transactions On Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers vol. 30, 1407-1421.
07-03-2022 - Working with the Web Audio API
Reiss J
01-03-2022 - DIPG Harbors Alterations Targetable by MEK Inhibitors, with Acquired Resistance Mechanisms Overcome by Combinatorial InhibitionMEK Inhibition and Resistance in DIPG
Izquierdo E, Carvalho DM, Mackay A, Temelso S, Boult JKR, Pericoli G, Fernandez E, Das M, Molinari V, Grabovska Y, Rogers RF, Ajmone-Cat MA, Proszek PZ, Stubbs M, Depani S, O'Hare P, Yu L, Roumelioti G, Choudhary JS, Clarke M, et al.
Cancer Discovery. vol. 12 (3), 712-729.
01-03-2022 - 92 Evaluation of an Artificial Intelligence (AI) System to Augment Clinical Risk Prediction of Trauma Induced Coagulopathy: A Prospective Observational Study
Marsden M, Perkins Z, Marsh W, Christian M, Lyon R, Davenport R and Tai N
British Journal of Surgery, Oxford University Press (Oup) vol. 109 (Supplement_1)
28-02-2022 - Measuring national mood with music: using machine learning to construct a measure of national valence from audio data
Benetos E, Ragano A, Sgroi D and Tuckwell A
Behavior Research Methods, Springer (Part of Springer Nature)
25-02-2022 - CovMix: Covariance Mixing Regularization for Motor Imagery Decoding
Zoumpourlis G and Patras I
2022 10th International Winter Conference on Brain-Computer Interface (BCI). vol. 00, 1-7.
23-02-2022 - Smart automotive technology adherence to the law: (de)constructing road rules for autonomous system development, verification and safety
Mclachlan S, Neil M, Dube K, Bogani R, Fenton N and Schaffer B
International Journal of Law and Information Technology vol. 29 (4), 255-295.
22-02-2022 - Current status of precision medicine in pediatric oncology in Spain: a consensus report by the Spanish Society of Paediatric Haematology and Oncology (SEHOP)
Gargallo P, Bautista F, Juan-Ribelles A, Izquierdo E, Soriano A, de Rojas T, Escudero A, Lavarino C, Solano P, Hladun R, Rubio-San-Simón A, Martínez-Romera I, Calabria I, Olaciregui NG, Castañeda-Heredia A, de Álava E, Pérez-Martínez A, Astigarraga I, Patiño-García A, Alonso J, et al.
Clinical and Translational Oncology, Springer Nature vol. 24 (5), 809-815.
12-02-2022 - Toward a Symbolic AI Approach to the WHO/ACSM Physical Activity & Sedentary Behavior Guidelines
Allocca C, Jilali S, Ail R, Lee J, Kim B, Antonini A, Motta E, Schellong J, Stieler L, Haleem MS, Georga E, Pecchia L, Gaeta E and Fico G
Applied Sciences, Mdpi vol. 12 (4), 1776-1776.
09-02-2022 - On mediating space, sound and experience: interviews with situated sound art practitioners
Robson N, Bryan-Kinns N and Mcpherson A
Organised Sound: An International Journal of Music and Technology, Cambridge University Press (Cup) vol. 28 (1)
09-02-2022 - Can Bayesian statistical approaches reduce the questionnaire burden for respondents when PROMs and PREMs are administered electronically?
Gulle H, Yuceturk H, Sakar C, Joyner C, Marsh W, Unal E, Morrissey D and Yet B
Physiotherapy, Elsevier vol. 114, e80-e81.
01-02-2022 - A causal Bayesian network approach for consumer product safety and risk assessment.
Hunte JL, Neil M and Fenton NE
J Safety Res vol. 80, 198-214.
01-02-2022 - Identifying Critical Decision Points in Musical Compositions using Machine Learning
Banar B and Colton S
2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP). vol. 00, 1-6.
28-01-2022 - Lawmaps: enabling legal AI development through visualisation of the implicit structure of legislation and lawyerly process
McLachlan S, Kyrimi E, Dube K, Fenton N and Webley LC
Artificial Intelligence and Law, Springer Nature vol. 31 (1), 169-194.
24-01-2022 - PhenoApt leverages clinical expertise to prioritize candidate genes via machine learning
Chen Z, Zheng Y, Yang Y, Huang Y, Zhao S, Zhao H, Yu C, Dong X, Zhang Y, Wang L, Zhao Z, Wang S, Yang Y, Ming Y, Su J, Qiu G, Wu Z, Zhang TJ and Wu N
American Journal of Human Genetics, Elsevier vol. 109 (2), 270-281.
20-01-2022 - 48 Usability testing of a musculoskeletal digital assessment routing tool: an iterative convergent mixed methods study
Lowe C, Browne M, Marsh W and Morrissey D
Abstracts., a4.3-a4a5.
20-01-2022 - 29 Managing serious pathology in low back pain: development and validation of a bayesian network decision support tool
Hill A, Joyner C, Yet B, Keith-Jopp C, Sakar CT, Marsh W and Morrissey D
Abstracts., a2.2-a2a2.
20-01-2022 - Polynomial Eigenvalue Decomposition-Based Target Speaker Voice Activity Detection in the Presence of Competing Talkers
Neo VW, Weiss S, McKnight SW, Hogg AOT and Naylor PA
2022 International Workshop on Acoustic Signal Enhancement (IWAENC). vol. 00, 1-5.
08-01-2022 - Unsupervised cross-domain person re-identification by instance and distribution alignment
Lan X, Zhu X and Gong S
Pattern Recognition vol. 124
02-01-2022 - timbre.fun: A gamified interactive system for crowdsourcing a timbre semantic vocabulary
Hayes B, Saitis C and Fazekas G
Proceedings of the International Congress on Acoustics.
01-01-2022 - ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization
Dong Q, Muhammad A, Zhou F, Xie C, Hu T, Yang Y, Bae SH and Li Z
Advances in Neural Information Processing Systems. vol. 35
01-01-2022 - Video Summarization in the Deep Learning Era: Current Landscape and Future Directions.
Patras I
NarSUM@MM., 1-1. Editors: Kankanhalli MS, Liu J and Wong Y.
01-01-2022 - Twang! A physically derived synthesis model for the sound of a vibrating bar
Selfridge R, Andreasson M, Bengtsson L, Kristjánsson BV, Lindborg E, Rydén M, Tez HE and Reiss JD
AES Europe Spring 2022 - 152nd Audio Engineering Society Convention 2022., 76-85.
01-01-2022 - Towards Unsupervised Sketch-based Image Retrieval
Hu C, Yang Y, Li Y, Hospedales TM and Song YZ
BMVC 2022 - 33rd British Machine Vision Conference Proceedings.
01-01-2022 - Towards Educating Artificial Neural Systems
Colton S
CEUR Workshop Proceedings. vol. 3212
01-01-2022 - The CORSMAL Benchmark for the Prediction of the Properties of Containers
Xompero A, Donaher S, Iashin V, Palermo F, Solak G, Coppola C, Ishikawa R, Nagao Y, Hachiuma R, Liu Q, Feng F, Lan C, Chan RHM, Christmann G, Song J-T, Neeharika G, Reddy CKT, Jain D, Rehman BU and Cavallaro A
Ieee Access, Institute of Electrical and Electronics Engineers (Ieee) vol. 10, 41388-41402.
01-01-2022 - The @artbhot Text-To-Image Twitter Bot
Smith A and Colton S
Proceedings of the 13th International Conference on Computational Creativity, ICCC 2022., 175-179.
01-01-2022 - Task Relabelling for Multi-task Transfer using Successor Features
Balla M and Perez-Liebana D
IEEE Conference on Games. vol. 2022-August, 353-360.
01-01-2022 - TAPE: Task-Agnostic Prior Embedding for Image Restoration
Liu L, Xie L, Zhang X, Yuan S, Chen X, Zhou W, Li H and Tian Q
Lecture Notes in Computer Science. vol. 13678, 447-464.
01-01-2022 - Selective Colour Restoration of Underwater Surfaces
Li CY and Cavallaro A
BMVC 2022 - 33rd British Machine Vision Conference Proceedings.
01-01-2022 - SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise
Feng C, Tzimiropoulos G and Patras I
BMVC 2022 - 33rd British Machine Vision Conference Proceedings.
01-01-2022 - SKETCHODE: LEARNING NEURAL SKETCH REPRESENTATION IN CONTINUOUS TIME
Das A, Yang Y, Hospedales T, Xiang T and Song YZ
ICLR 2022 - 10th International Conference on Learning Representations.
01-01-2022 - Review: Remote disease monitoring in rheumatoid arthritis
MacBrayne A, Marsh W and Humby F
Indian Journal of Rheumatology, Sage Publications vol. 17 (7)
01-01-2022 - Reverse Engineering Memoryless Distortion Effects with Differentiable Waveshapers
Colonel JT, Comunità M and Reiss J
AES New York 2022 - 153rd Audio Engineering Society Convention 2022.
01-01-2022 - Residual Contrastive Learning for Image Reconstruction: Learning Transferable Representations from Noisy Images
Dong N, Maggioni M, Yang Y, Pérez-Pellitero E, Leonardis A and McDonagh S
IJCAI International Joint Conference on Artificial Intelligence., 2930-2936.
01-01-2022 - Preface
Saitis C, Farkhatdinov I and Papetti S
01-01-2022 - Preface
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Ceur Workshop Proceedings vol. 3227
01-01-2022 - Ocean Wave Sound Synthesis and Perceptual Evaluation
Tez HE, Selfridge R and Reiss J
AES Europe Spring 2022 - 152nd Audio Engineering Society Convention 2022., 185-191.
01-01-2022 - Neural Synthesis of Footsteps Sound Effects with Generative Adversarial Networks
Comunità M, Phan H and Reiss JD
AES 152nd Convention., 335-343.
01-01-2022 - Music Emotion Recognition: Intention of Composers-Performers Versus Perception of Musicians, Non-Musicians, and Listening Machines
Turchet L and Pauwels J
Ieee/Acm Transactions On Audio Speech and Language Processing vol. 30, 305-316.
01-01-2022 - MultiTree MCTS in Tabletop Games
Goodman J, Perez-Liebana D and Lucas S
IEEE Conference on Games. vol. 2022-August, 292-299.
01-01-2022 - MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis
Papaioannou A, Gecer B, Cheng S, Chrysos G, Deng J, Fotiadou E, Kampouris C, Kollias D, Moschoglou S, Songsri-In K, Ploumpis S, Trigeorgis G, Tzirakis P, Ververas E, Zhou Y, Ponniah A, Roussos A and Zafeiriou S
Lecture Notes in Computer Science. vol. 13668, 467-484.
01-01-2022 - Measuring Audibility Threshold Levels for Attack and Release in a Dynamic Range Compressor
Bromham G, Moffat D, Sheng D and Fazekas G
AES New York 2022 - 153rd Audio Engineering Society Convention 2022.
01-01-2022 - Loss Function Learning for Domain Generalization by Implicit Gradient
Gao B, Gouk H, Yang Y and Hospedales T
Proceedings of Machine Learning Research. vol. 162, 7002-7016.
01-01-2022 - Learning from Label Relationships in Human Affect.
Foteinopoulou NM and Patras I
ACM Multimedia., 80-89. Editors: Magalhães J, Bimbo AD, Satoh S, Sebe N, Alameda-Pineda X, Jin Q, Oria V and Toni L.
01-01-2022 - Learning Music Audio Representations Via Weak Language Supervision.
Manco I, Benetos E, Quinton E and Fazekas G
ICASSP., 456-460.
01-01-2022 - Influence of Music on Perceived Emotions in Film
Wei C, Kronland-Martinet T, Frachi Y and Barthet M
AES New York 2022 - 153rd Audio Engineering Society Convention 2022.
01-01-2022 - Implicit texture mapping for multi-view video synthesis
Lakhal MI, Lanz O and Cavallaro A
BMVC 2022 - 33rd British Machine Vision Conference Proceedings.
01-01-2022 - INTERPRETING SONG LYRICS WITH AN AUDIO-INFORMED PRE-TRAINED LANGUAGE MODEL
Zhang Y, Jiang J, Xia G and Dixon S
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022., 19-26.
01-01-2022 - IMPROVING GENERALIZATION OF DEEP NETWORKS FOR ESTIMATING PHYSICAL PROPERTIES OF CONTAINERS AND FILLINGS
Wang H, Zhu C, Ma Z and Oh C
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 2022-May, 9147-9151.
01-01-2022 - Hybrid-Learning Video Moment Retrieval across Multi-Domain Labels
Cai W, Huang J and Gong S
BMVC 2022 - 33rd British Machine Vision Conference Proceedings.
01-01-2022 - Hardness in Markov Decision Processes: Theory and Practice
Conserva M and Rauber P
Neural Information Processing Systems. vol. 35
01-01-2022 - HOW MUSIC FEATURES AND MUSICAL DATA REPRESENTATIONS AFFECT OBJECTIVE EVALUATION OF MUSIC COMPOSITION: A REVIEW OF THE CSMT DATA CHALLENGE 2020
Li Y, Li S and Fazekas G
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022., 93-99.
01-01-2022 - EMOTION-DRIVEN HARMONISATION AND TEMPO ARRANGEMENT OF MELODIES USING TRANSFER LEARNING
Takahashi T and Barthet M
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022., 741-748.
01-01-2022 - DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval.
Kordopatis-Zilos G, Tzelepis C, Papadopoulos S, Kompatsiaris I and Patras I
Int. J. Comput. Vis. vol. 130, 2385-2407.
01-01-2022 - Disentangling 3D Attributes from a Single 2D Image: Human Pose, Shape and Garment
Hu X, Li X, Busam B, Zhou Y, Leonardis A and Yuan S
BMVC 2022 - 33rd British Machine Vision Conference Proceedings.
01-01-2022 - Developing an interactive drum model: Using the discrete cosine transform
Kirby T and Sandler M
Proceedings of the International Congress on Acoustics.
01-01-2022 - Deep Embeddings for Robust User-Based Amateur Vocal Percussion Classification
Delgado A, Demirel E, Subramanian V, Saitis C and Sandler M
19th Sound and Music Computing Conferences., 123-130.
01-01-2022 - Deep Clustering by Semantic Contrastive Learning
Huang J and Gong S
BMVC 2022 - 33rd British Machine Vision Conference Proceedings.
01-01-2022 - ContraCLIP: Interpretable GAN generation driven by pairs of contrasting sentences.
Tzelepis C, Oldfield J, Tzimiropoulos G and Patras I
Corr vol. abs/2206.02104
01-01-2022 - Comparison of feature extraction methods for sound-based classification of honey bee activity
Terenzi A, Ortolani N, De Almeida Nolasco I, Benetos E and Cecchi S
Ieee/Acm Transactions On Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers vol. 30, 112-122.
01-01-2022 - CLUSTER-BASED 3D KEYPOINT DETECTION FOR CATEGORY-AGNOSTIC 6D POSE TRACKING
Tian L, Cavallaro A and Oh C
2022 IEEE International Conference on Image Processing (ICIP)., 3651-3655.
01-01-2022 - Boosting Video Object Segmentation Based on Scale Inconsistency
Wang H and Oh C
2022 IEEE International Conference on Multimedia and Expo (ICME). vol. 2022-July
01-01-2022 - Approximating Ballistics in a Differentiable Dynamic Range Compressor
Colonel JT and Reiss J
AES New York 2022 - 153rd Audio Engineering Society Convention 2022.
01-01-2022 - An automatic mixing system for teleconferencing
Liu X, Reiss JD and Mourgela A
AES New York 2022 - 153rd Audio Engineering Society Convention 2022.
01-01-2022 - Advances in Thunder Sound Synthesis
Fineberg E, Walters J and Reiss J
AES Europe Spring 2022 - 152nd Audio Engineering Society Convention 2022., 257-265.
01-01-2022 - AUGMENTED SLICED WASSERSTEIN DISTANCES
Chen X, Yang Y and Li Y
ICLR 2022 - 10th International Conference on Learning Representations.
01-01-2022 - A Method for matching room impulse responses with feedback delay networks
Ibnyahya I and Reiss JD
AES New York 2022 - 153rd Audio Engineering Society Convention 2022.
01-01-2022