Publications
- Visualising Multiplayer Game Spaces
Goodman J Perez D 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 et al.
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 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 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 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
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 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 Poslad S
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 Patras I
2022 IEEE International Symposium on Multimedia (ISM). vol. 00, 146-150.
07-12-2022 - Content-based Graph Privacy Advisor
Stoidis D Cavallaro A
2022 IEEE Eighth International Conference on Multimedia Big Data (BigMM). vol. 00, 65-72.
07-12-2022 - ATEPP: A DATASET OF AUTOMATICALLY TRANSCRIBED EXPRESSIVE PIANO PERFORMANCE
Zhang H Tang J Rafee S Dixon S Fazekas G
23rd International Society for Music Information Retrieval Conference (ISMIR 2022) 4 Dec 2022 - 8 Dec 2022.
04-12-2022 - DDX7: Differentiable FM Synthesis of Musical Instrument Sounds
Caspe F Mcpherson A 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 Fazekas G
23rd International Society for Music Information Retrieval Conference (ISMIR) Bengaluru, India 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 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 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
British Machine Vision Conference.
21-11-2022 - Finding Directions in GAN’s Latent Space for
Neural Face Reenactment
Bounareli S 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 et al.
Electronics, Mdpi vol. 11 (22), 3739-3739.
15-11-2022 - “It’s cleaner, definitely”: Collaborative Process in Audio Production
Deacon T Healey P
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 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 Poslad S
Remote Sensing, Mdpi vol. 14 (21)
04-11-2022 - 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 - Explaining the decisions of anomalous sound detectors
Mai 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 recognition
Liang 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 - Conditioned Source Separation by Attentively Aggregating Frequency Transformations With Self-Conditioning
Choi W Jeong Y-S Kim J Chung J Jung S Reiss JD
Journal of The Audio Engineering Society, Audio Engineering Society vol. 70 (9), 661-673.
02-11-2022 - Spherical harmonic decomposition and interpretation of the shapes of the small Saturnian inner moons
Rambaux N Lainey V Cooper N Auzemery L Zhang QF
Astronomy &Amp; Astrophysics, Edp Sciences vol. 667, A78-A78.
01-11-2022 - Review: Remote Disease Monitoring in Rheumatoid Arthritis
MacBrayne A Marsh W Humby F
Indian Journal of Rheumatology, Sage Publications vol. 17 (3S), s384-s393.
01-11-2022 - 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 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 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 Sanchez E
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
European Conference on Computer Vision.
25-10-2022 - Hardness in Markov Decision Processes: Theory and Practice
Conserva M
Advances in Neural Information Processing Systems.
24-10-2022 - On The Limits of Perceptual Quality Measures for Enhanced Underwater Images
Li CY 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 Yet B
Journal of Biomedical Informatics, Elsevier vol. 135
17-10-2022 - Security technologies and social implications
Markarian G Karlović R Nitsch H Chandramouli K
14-10-2022 - Effective and efficient structure learning with pruning and model averaging strategies
Constantinou AC Liu Y Kitson NK Chobtham K 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 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 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 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 et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (IEEE) vol. 44 (11), 7705-7717.
04-10-2022 - CompldNet: Sheet Music Composer Identification using Deep Neural Network
Walwadkar D Shatri E
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 - Complementary astrometry of Cassini Imaging Science Subsystem images of Phoebe
Zhang QF Qin WH Ma YL Lainey V Cooper NJ Rambaux N Li Y Zhu WH
Planetary and Space Science, Elsevier Bv vol. 221, 105553-105553.
01-10-2022 - 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 et al.
Jco Precision Oncology, American Society of Clinical Oncology (ASCO) vol. 6 (6)
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 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 Cavallaro A
IEEE Sensors Journal vol. PP (99), 1-1.
23-09-2022 - Generating gender-ambiguous voices for privacy-preserving speech recognition
Stoidis D 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 et al.
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 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
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 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 Benetos E
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
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 Morrissey D
Journal of Medical Internet Research, JMIR Publications vol. 24 (8)
30-08-2022 - Improving Balance in Automatic Chord Recognition with Random Forests
Miller J O'Hanlon K 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 Phan QH
30th European Signal Processing Conference (EUSIPCO 2022) Belgrade, Serbia 29 Aug 2022 - 3 Sep 2022., 429-433.
29-08-2022 - Joint Scattering for Automatic Chick Call
Recognition
Wang C Benetos E Versace E Wang S
30th European Signal Processing Conference Belgrade, Serbia 29 Aug 2022 - 2 Sep 2022., 195-199.
29-08-2022 - Transfer Learning for Violinist Identification
Zhao Y Fazekas G Sandler M
2022 30th European Signal Processing Conference (EUSIPCO)., 239-243.
29-08-2022 - Expert views about missing AI narratives: is there an AI story crisis?
Chubb J Reed D
AI and Society, Springer
25-08-2022 - Adaptive Soft Contrastive Learning
Feng C 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 Tang Z
Neural Processing Letters, Springer
23-08-2022 - Formal Constraints for Structured Document Retrieval
Ketola T 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 Campbell B Clifton DA Collins GS Denaxas S Denniston AK Faes L Geerts B 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 Constantinou AC
Machine Learning, Springer
10-08-2022 - Region‐based estimation of the partition functions for hybrid Bayesian network models
Lin P Neil M Fenton N 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 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 Reiss JD
Journal of The Audio Engineering Society, Audio Engineering Society vol. 70 (7/8), 548-564.
25-07-2022 - Timbre Transfer with Variational Auto Encoding and Cycle-Consistent Adversarial Networks
Bonnici RS Benning M
2022 International Joint Conference on Neural Networks (IJCNN). vol. 00, 1-8.
23-07-2022 - Towards Robust Unsupervised Disentanglement of Sequential Data - A Case Study Using Music Audio
Luo YJ Ewert S Dixon S
International Joint Conference on Artificial Intelligence., 3299-3305.
23-07-2022 - Finding Chemical Organisations of Matter-Conserving AChems
Young J
The Conference on Artificial Life.
18-07-2022 - Seeing Sounds, Hearing Shapes: a gamified study to evaluate sound-sketches
L�bbers S
International Computer Music Conference Limerick, Ireland 3 Jul 2022 - 9 Jul 2022.
09-07-2022 - A Deep Learning Based ECG Segmentation Tool for Detection of ECG Beat Parameters
Haleem MS 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 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 et al.
Journal of Web Semantics, 100735-100735.
01-07-2022 - Residual Contrastive Learning for Image Reconstruction: Learning Transferable Representations from Noisy Images
Dong N Maggioni M Yang Y Pérez-Pellitero E Leonardis A McDonagh S
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence., 2930-2936.
01-07-2022 - A Large Imaging Database and Novel Deep Neural Architecture for Covid-19 Diagnosis
Arsenos A Kollias D
2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP). vol. 00, 1-5.
29-06-2022 - Mixed Reality Musical Interface: Exploring Ergonomics and Adaptive Hand Pose Recognition for Gestural Control
Graf M Barthet M
NIME 2022.
28-06-2022 - Being With The Waves: An Ultrasonic Art Installation Enabling Rich Interaction Without Sensors
Robson N McPherson A Bryan-Kinns N
NIME 2022.
28-06-2022 - Dialogic Design of Accessible Digital Musical Instruments: Investigating Performer Experience
Zayas-Garin E McPherson A
NIME 2022.
28-06-2022 - Quantitative evaluation of aspects of embodiment in new digital musical instruments
Guidi A McPherson A
NIME 2022.
28-06-2022 - SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers
Liu L Yuan S Liu J Guo X Yan Y Tian Q
Proceedings of the AAAI Conference on Artificial Intelligence. vol. 36 (2), 1747-1755.
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 McPherson A
NIME 2022.
28-06-2022 - The M in NIME: Motivic analysis and the case for a musicology of NIME performances
Mice L Mcpherson A
International Conference on New Interfaces for Musical Expression Auckland, New Zealand 28 Jun 2022 - 1 Jul 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 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 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 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 Colton S
International Conference on Computational Creativity 2022.
27-06-2022 - Reframing the narrative of privacy through system-thinking design
ferrarello L cavallaro A fiadeiro R Mazzon R
DRS2022: Bilbao.
25-06-2022 - Long-tail Recognition via Compositional Knowledge Transfer
Parisot S Esperança PM McDonagh S Madarasz TJ Yang Y 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 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 Mrak M
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). vol. 00, 724-733.
20-06-2022 - 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 - 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 et al.
International Conference on New Interfaces for Musical Expression.
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
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 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 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 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 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 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 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
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
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 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 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 et al.
The Bmj, Bmj vol. 377
18-05-2022 - Efficient neural networks for real-time modeling of analog dynamic range compression
Steinmetz C 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
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 Wang Y
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Singapore 7 May 2022 - 13 May 2022., 776-780.
07-05-2022 - Differentiable Time-Frequency Scattering in Kymatio
Vahidi C Muradeli J Wang C Lostanlen V Fazekas G
arXiv.
04-05-2022 - Tempting the Fate of the furious: cyber security and autonomous cars
McLachlan S Schafer B Dube K Kyrimi E
International Review of Law Computers & Technology, Taylor & Francis vol. 36 (2), 181-201.
04-05-2022 - Rinascimento: Playing Splendor-Like Games With Event-Value Functions
Bravi I 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 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 Denniston AK Faes L Geerts B 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 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 Colton S
International Conference on Learning Representations 2022 Machine Learning Evaluation Standards Workshop 29 Apr 2022.
29-04-2022 - A WAVELET-BASED DUAL-STREAM NETWORK FOR UNDERWATER IMAGE ENHANCEMENT
Ma Z Oh C
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 2022-May, 8662-8666.
27-04-2022 - 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 Bhui K
Jmirx Med, JMIR Publications vol. 3 (2)
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 Zaidi H Herodotou C Yu G
Sensors, Mdpi vol. 22 (9)
21-04-2022 - Violinist Identification Using Note-Level Timbre Feature Distributions
Zhao Y Fazekas G Sandler M
2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 2022-May, 601-605.
01-04-2022 - The Smart Musical Instruments Ontology
Turchet L Bouquet P Molinari A
Journal of Web Semantics, Elsevier vol. 72
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 Tai NRM
Journal of Vascular Surgery, Elsevier vol. 75 (4), 1495-1496.
01-04-2022 - DIRECT DESIGN OF BIQUAD FILTER CASCADES WITH DEEP LEARNING BY SAMPLING RANDOM POLYNOMIALS
Colonel JT Steinmetz CJ Michelen M 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
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 McPherson AP
Augmented Humans 2022., 170-183.
13-03-2022 - Adaptive Scattering Transforms for Playing Technique Recognition
Wang C Benetos E Lostanlen V
IEEE/Acm Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers vol. 30, 1407-1421.
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28-02-2022 - Measuring national mood with music: using machine learning to construct a measure of national valence from audio data
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23-02-2022 - Smart automotive technology adherence to the law: (de)constructing road rules for autonomous system development, verification and safety
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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)
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12-02-2022 - Toward a Symbolic AI Approach to the WHO/ACSM Physical Activity & Sedentary Behavior Guidelines
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09-02-2022 - On mediating space, sound and experience: interviews with situated sound art practitioners
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09-02-2022 - Can Bayesian statistical approaches reduce the questionnaire burden for respondents when PROMs and PREMs are administered electronically?
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01-02-2022 - A causal Bayesian network approach for consumer product safety and risk assessment.
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01-02-2022 - Identifying Critical Decision Points in Musical Compositions using Machine Learning
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28-01-2022 - Lawmaps: enabling legal AI development through visualisation of the implicit structure of legislation and lawyerly process
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24-01-2022 - 48 Usability testing of a musculoskeletal digital assessment routing tool: an iterative convergent mixed methods study
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20-01-2022 - 29 Managing serious pathology in low back pain: development and validation of a bayesian network decision support tool
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20-01-2022 - PhenoApt leverages clinical expertise to prioritize candidate genes via machine learning
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20-01-2022 - Digital twins in manufacturing: systematic literature review for physical–digital layer categorization and future research directions
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08-01-2022 - Unsupervised cross-domain person re-identification by instance and distribution alignment
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01-01-2022 - INTERPRETING SONG LYRICS WITH AN AUDIO-INFORMED PRE-TRAINED LANGUAGE MODEL
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01-01-2022 - Influence of Music on Perceived Emotions in Film
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01-01-2022 - IMPROVING GENERALIZATION OF DEEP NETWORKS FOR ESTIMATING PHYSICAL PROPERTIES OF CONTAINERS AND FILLINGS
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