Publications
- Comparison of Fine-Tuning and Extension Strategies for Deep Convolutional Neural Networks
Pittaras N Markatopoulou F Mezaris V Patras I
Lecture Notes in Computer Science. vol. 10132, 102-114.
31-12-2016 - Convolutional Recurrent Neural Networks for Music Classification
Choi K Fazekas G Sandler M Cho K
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) New Orleans, USA., 2392-2396.
21-12-2016 - Intelligent Audio Mixing Using Deep Learning
MARTINEZ RAMIREZ MA Reiss J
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 of Piano Pedaling Techniques Using Gesture Data from a Non-Intrusive Measurement System
LIANG B fazekas G mcpherson A sandler M
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 - Explaining Predictions of Machine Listening Systems
MISHRA S Sturm B Dixon S
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 Detection of Metrical Structure Changes
SANDLER MB quinton E o'hanlon K dixon S
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 - Perceptual Evaluation of Synthesised Sound Effects
MOFFAT DJ Reiss J
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 - Performable Spectral Synthesis via Low-Dimensional Modelling and
Control Mapping
WILKINSON WJ stowell D reiss J
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 - The Relationship Between Emotion and Music Production Quality
RONAN DM reiss J Gunes H
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 - Default policies for global optimisation of noisy functions with severe noise
Samothrakis S Fasli M Perez D Lucas S
Journal of Global Optimization vol. 67 (4), 893-907.
17-12-2016 - On Line Emotion Detection Using Retrainable Deep Neural Networks
Kollias D Tagaris A
2016 IEEE Symposium Series on Computational Intelligence (SSCI)., 1-8.
01-12-2016 - Personal identification based on skin texture features from the forearm and multi-modal imaging.
Bianconi F Chirikhina E Smeraldi F Bontozoglou C
Skin Res Technol
20-11-2016 - Towards Music Structural Segmentation Across Genres: Features, Structural Hypotheses and Annotation Principles
TIAN M Sandler MARKB
Acm Transactions on Intelligent Systems and Technology
02-11-2016 - Robust and efficient joint alignment of multiple musical performances
Wang S Ewert S Dixon S
IEEE/Acm Transactions on Audio Speech and Language Processing vol. 24 (11), 2132-2145.
01-11-2016 - Improving risk management for violence in mental health services: a multimethods approach
Coid JW Ullrich S Kallis C Freestone M Gonzalez R Bui L Igoumenou A Constantinou A et al.
Programme Grants For Applied Research vol. 4 (16), 1-408.
01-11-2016 - Practical Considerations on Optimising Multistage Decimation and Interpolation Processes
Zhu X Wang Y Hu W Reiss JD
2016 IEEE International Conference on Digital Signal Processing (DSP)., 370-374.
01-10-2016 - Deep Multi-task Learning with Label Correlation Constraint for Video Concept Detection
Markatopoulou F Mezaris V Patras I
Proceedings of the 24th ACM international conference on Multimedia., 501-505.
01-10-2016 - How to model mutually exclusive events based on independent causal pathways in Bayesian network models
Fenton N Neil M Lagnado D William M Yet B CONSTANTINOU AC
Knowledge-Based Systems
17-09-2016 - Efficient Numerical Frameworks for Multi-Objective Cyber Security Planning
KHOUZANI MHR MALACARIA P HANKIN C FIELDER A SMERALDI F
European Symposium on Research in Computer Security (ESORICS) 2016 Heraklion, Crete, Greece 26 Sep 2016 - 30 Sep 2016.
15-09-2016 - Subjective comparison of music production practices using the Web Audio Evaluation Tool
DE MAN BM Jillings N Moffat D Reiss JD Stables R
2nd AES Workshop on Intelligent Music Production Queen Mary University of London, London, UK 13 Sep 2016.
13-09-2016 - The Open Multitrack Testbed: Features, content and use cases
DE MAN BM Reiss JD
2nd AES Workshop on Intelligent Music Production Queen Mary University of London, London, UK 13 Sep 2016.
13-09-2016 - Towards a comprehensive dataset of vocal imitations of drum sounds
MEHRABI A Dixon S Sandler M
2nd AES Workshop on Intelligent Music Production.
12-09-2016 - A Progressive Explanation of Inference in ‘Hybrid’ Bayesian Networks for Supporting Clinical Decision Making
MARSH DWR Kyrimi E
Conference on Probabilistic Graphical Models Lugano, Switzerland 6 Sep 2016 - 9 Sep 2016. vol. 52, 275-286.
09-09-2016 - UNSUPERVISED CONVOLUTIONAL NEURAL NETWORKS FOR MOTION ESTIMATION
AHMADI A Patras I
Image Processing (ICIP), 2016 IEEE International Conference on Phoenix, Arizona, USA 25 Sep 2016 - 28 Sep 2016.
19-08-2016 - Piano Transcription in the Studio Using an Extensible Alternating Directions Framework
Ewert S Sandler M
IEEE Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 24 (11), 1983-1997.
18-08-2016 - Learning a feature space for similarity in world music
Panteli 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 transcription
Cheng 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 - Predictive Accuracy of a Civilian Bayesian Network Trauma Tool in a Military Cohort and Applicability to Trauma Performance Improvement
Mossadegh S Yet B Perkins Z Marsh W Tai N
British Journal of Surgery vol. 103, 96-96.
01-08-2016 - Compositional Chroma Estimation Using Powered Euclidean Distance
O'Hanlon K Sandler MB
2016 24th European Signal Processing Conference (EUSIPCO)., 1237-1241.
01-08-2016 - General Video Game Level Generation
Khalifa A Perez-Liebana D Lucas SM Togelius J
Proceedings of the Genetic and Evolutionary Computation Conference 2016., 253-259.
20-07-2016 - Exploring Audience Behaviour During Contemporary Dance Performances
Theodorou L Smeraldi F
Proceedings of the 3rd International Symposium on Movement and Computing., 1-7.
05-07-2016 - Multiobjective Tree Search Approaches for General Video Game Playing
Perez-Liebana D Mostaghim S Lucas SM
2016 IEEE Congress on Evolutionary Computation (CEC)., 624-631.
01-07-2016 - A Meta-Analysis of High Resolution Audio Perceptual Evaluation
REISS J
Journal of The Audio Engineering Society, Audio Engineering Society vol. 64 (6), 364-379.
27-06-2016 - Automatic detection of outliers in world music collections
Panteli 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 - An Iterative Approach to Source Counting and Localization Using Two Distant Microphones
Wang L Hon TK Reiss JD Cavallaro A
IEEE/Acm Transactions on Audio Speech and Language Processing vol. 24 (6), 1079-1093.
01-06-2016 - Over-Determined Source Separation and Localization Using Distributed Microphones
WANG L Reiss J cavallaro A
IEEE/Acm Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE)
25-05-2016 - AN ITERATIVE HARD THRESHOLDING APPROACH TO l(0) SPARSE HELLINGER NMF
O'Hanlon K Sandler MB IEEE
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 4737-4741.
19-05-2016 - All About Audio Equalization: Solutions and Frontiers
Välimäki V Reiss J
Applied Sciences, Mdpi vol. 6 (5), 129-129.
06-05-2016 - A Bayesian Network Framework for Project Cost, Benefit and Risk Analysis with an Agricultural Development Case Study
Yet B CONSTANTINOU AC Fenton N Neil M Luedeling E Shepherd K
Expert Systems With Applications
04-05-2016 - ORIGIN OF THE CHAOTIC MOTION OF THE SATURNIAN SATELLITE ATLAS
Renner S Cooper NJ Moutamid ME Sicardy B Vienne A Murray CD Saillenfest M
The Astronomical Journal, American Astronomical Society vol. 151 (5), 122-122.
19-04-2016 - Text-based LSTM networks for Automatic Music Composition
CHOI K sandler M fazekas G
Conference on Computer Simulation of Musical Creativity Huddersfield, UK 17 Jun 2016 - 19 Jun 2016.
18-04-2016 - Regional Image Features Model for Automatic Classification between Normal and Glaucoma in Fundus and Scanning Laser Ophthalmoscopy (SLO) Images.
Haleem MS Han L Hemert JV Fleming A Pasquale LR Silva PS Song BJ Aiello LP
Journal of Medical Systems, Springer vol. 40 (6), 132-132.
16-04-2016 - What do your footsteps sound like? An investigation on interactive footstep sounds adjustment
Turchet L Moffat D nez AT-J Reiss JD Stockman T
Applied Acoustics vol. 111, 77-85.
13-04-2016 - Web Audio Evaluation Tool: A framework for subjective assessment of audio
Jillings N DE MAN BM Moffat D Reiss JD Stables R
2nd Web Audio Conference Atlanta, GA, USA 4 Apr 2016 - 6 Apr 2016.
03-04-2016 - ESTIMATION OF THE RELIABILITY OF MULTIPLE RHYTHM FEATURES EXTRACTION FROM A SINGLE DESCRIPTOR
QUINTON E Sandler M Dixon S
IEEE International Conference on Acoustics Speech and Signal Processing.
01-04-2016 - The ANGELINA Videogame Design System—Part II
Cook M Colton S
IEEE Transactions on Computational Intelligence and AI in Games vol. 9 (3), 254-266.
28-03-2016 - Clinical evidence framework for Bayesian networks
Yet B Perkins ZB Tai NRM Marsh DWR
Knowledge and Information Systems vol. 50 (1), 117-143.
22-03-2016 - Decision support approaches for cyber security investment
Fielder A Panaousis E Malacaria P Hankin C Smeraldi F
Decision Support Systems vol. 86, 13-23.
19-03-2016 - Integrating expert knowledge with data in Bayesian networks: Preserving data-driven expectations when the expert variables remain unobserved
CONSTANTINOU AC FENTON N NEIL M
Expert Systems With Applications
18-03-2016 - Evolutionary Behavior Tree Approaches for Navigating Platform Games
Nicolau M Perez-Liebana D Oneill M
IEEE Transactions on Computational Intelligence and AI in Games vol. 9 (3), 227-238.
17-03-2016 - General Video Game AI: Competition, Challenges and Opportunities
Perez-Liebana D Samothrakis S Togelius J Schaul T Lucas S
Proceedings of the AAAI Conference on Artificial Intelligence. vol. 30 (1)
05-03-2016 - An End-to-End Neural Network for Polyphonic Piano Music Transcription
Sigtia S Benetos E Dixon S
IEEE/Acm Transactions on Audio, Speech, and Language Processing, IEEE vol. 24 (5), 927-939.
23-02-2016 - Implementation and Assessment of Joint Source Separation and Dereverberation
MOFFAT DJ reiss JD
Audio Engineering Society Conference: 60th International Conference: DREAMS (Dereverberation and Reverberation of Audio, Music, and Speech) Leuven, Belgium 3 Feb 2016 - 5 Feb 2016.
03-02-2016 - Modal Synthesis of Weapon Sounds
Mengual L MOFFAT DJ Reiss JD
Audio Engineering Society Conference: 61st International Conference: Audio for Games.
02-02-2016 - Automatic Control of a Digital Reverberation Effect using Hybrid Models
CHOURDAKIS ET REISS JD
60th International Conference: DREAMS (Dereverberation and Reverberation of Audio, Music, and Speech) Leuven, Belgium 3 Feb 2016 - 5 Feb 2016.
27-01-2016 - From complex questionnaire and interviewing data to intelligent Bayesian network models for medical decision support
Constantinou AC Fenton N Marsh W Radlinski L
Artificial Intelligence in Medicine, Elsevier vol. 67, 75-93.
16-01-2016 - Crossroads: Interactive Music Systems Transforming Performance, Production and Listening
Barthet M Fazekas G Thalmann F Sandler M Wiggins GA
Proc. ACM Conference on Human Factors in Computing Systems (CHI), May 7–12, San Jose, CA, USA..
01-01-2016 - Grateful Live: Mixing Multiple Recordings of a Dead Performance into an Immersive Experience
Wilmering T Thalmann F Sandler MB
Proceedings of the Audio Engineering Society Convention 141.
01-01-2016 - Geolocation Adaptive Music Player
Carrillo A Thalmann F Fazekas G Sandler M
Proc. Web Audio Conference WAC-2016, April 4–6, Atlanta, USA.
01-01-2016 - Genre-Adaptive Semantic Computing and Audio-Based Modelling for Music Mood Annotation
Saari P Fazekas G Eerola T Barthet M Lartillot O S M
IEEE Transactions on Affective Computing (Tac) vol. 7, 122-135.
01-01-2016 - From interactive to adaptive mood-based music listening experiences in social or personal context
Barthet M Fazekas G Allik A Thalmann F Sandler M
Journal of The Audio Engineering Society vol. 64, 673-682.
01-01-2016 - A model selection test for factors affecting the choice of expressive timing clusters for a phrase
Li S Dixon S Black DAA Plumbley MD
Smc 2016 13th Sound and Music Computing Conference Proceedings., 247-252.
01-01-2016 - A Score-Informed Shift-Invariant Extension of Complex Matrix Factorization for Improving the Separation of Overlapped Partials in Music Recordings
Rodriguez-Serrano FJ Ewert S Vera-Candeas P Sandler M
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
01-01-2016 - Creating, Visualizing, and Analyzing Dynamic Music Objects in the Browser with the Dymo Designer
Thalmann F Fazekas G Wiggins GA Sandler M
Proc. ACM Audio Mostly Conference, Oct. 4-6, Norrköping, Sweden., 39-46.
01-01-2016 - Automatic Tagging Using Deep Convolutional Neural Networks
Choi K Fazekas G Sandler M
Proc. of the 17th International Society for Music Information Retrieval (ISMIR-16) conference, August 7-11., New York, USA., 805-811.
01-01-2016 - AUFX-O: Novel Methods for the Representation of Audio Processing Workflows.
Wilmering T Fazekas G Sandler MB
ISWC (2). vol. 9982, 229-237.
01-01-2016 - Analyzing the Robustness of General Video Game Playing Agents
Pérez-Liébana D Samothrakis S Togelius J Schaul T Lucas SM
2016 IEEE Conference on Computational Intelligence and Games (CIG)., 1-8.
01-01-2016 - An Ontology for Audio Features
Allik A Fazekas G Sandler M
Proc. of the 17th International Society for Music Information Retrieval (ISMIR-16) conference, August 7-11., New York, USA., 73-79.
01-01-2016 - A synthesis model for mammalian vocalisation sound effects
Wilkinson W Reiss JD
Proceedings of the AES International Conference.
01-01-2016 - ITI-CERTH in TRECVID 2016 Ad-hoc video search (AVS)
Markatopoulou F Galanopoulos D Patras I Mezaris V
2016 Trec Video Retrieval Evaluation Trecvid 2016.
01-01-2016 - Interdisciplinary classification of audio effects in the audio effect ontology
Wilmering T Sandler MB
Ceur Workshop Proceedings. vol. 1690
01-01-2016 - Proc. Metadata and Semantics Research (MTSR), Nov. 22-25, Göttingen, Germany
Mora-Mcginity M Allik A Fazekas G Sandler M
01-01-2016 - MCTS/EA Hybrid GVGAI Players and Game Difficulty Estimation
Horn H Volz V Preuss M
2016 IEEE Conference on Computational Intelligence and Games (CIG)., 1-8.
01-01-2016 - Ms. Pac-Man Versus Ghost Team CIG 2016 Competition
Williams PR Perez-Liebana D Lucas SM
2016 IEEE Conference on Computational Intelligence and Games (CIG)., 1-8.
01-01-2016 - MusicWeb: Music discovery with open linked semantic metadata
Mora-McGinity M Allik A Fazekas G Sandler M
Communications in Computer and Information Science. vol. 672, 291-296.
01-01-2016 - myMoodplay: An interactive mood-based music discovery app
Allik A Fazekas G Barthet M Sandler M
Proc. of the 2nd Web Audio Conference (WAC), April 4–6, Atlanta, Georgia, USA..
01-01-2016 - Perceived and Induced Emotion Responses to Popular Music: Categorical and Dimensional Models
Song Y Dixon S Pearce MT Halpern AR
Music Perception vol. 33 (4), 472-492.
01-01-2016 - Physically derived synthesis model of an aeolian tone
Selfridge R Reiss JD Avital EJ Tang X
141st Audio Engineering Society International Convention 2016 AES 2016.
01-01-2016 - Rolling Horizon Coevolutionary Planning for Two-Player Video Games
Liu J Pérez-Liébana D Lucas SM
2016 8th Computer Science and Electronic Engineering (CEEC)., 174-179.
01-01-2016 - Score-Informed Identification of Missing and Extra Notes in Piano Recordings
Ewert S Wang S Müller M Sandler M
Proceedings of the International Society for Music Information Retrieval Conference (ISMIR)., 30-36.
01-01-2016 - Semantic description of timbral transformations in music production
Stables R De Man B Enderby S Reiss JD Fazekas G Wilmering T
Proc. ACM Multimedia, Oct. 15-19, Amsterdam, Netherlands., 337-341.
01-01-2016 - Spatial Attention Deep Net with Partial PSO for Hierarchical Hybrid Hand Pose Estimation
Ye Q Yuan S Kim T-K
Lecture Notes in Computer Science. vol. 9912, 346-361.
01-01-2016 - The Mobile Audio Ontology: Experiencing Dynamic Music Objects on Mobile Devices
Thalmann F Carrillo G Wiggins GA Sandler M
IEEE International Conference on Semantic Computing (ICSC), Feb. 4-6, Laguna Hills, CA, USA., 47-54.
01-01-2016 - The Semantic Music Player: A Smart Mobile Player Based on Ontological Structures and Analytical Feature Metadata
Thalmann F Perez Carillo A Fazekas G Sandler M
Proc. Web Audio Conference WAC-2016, April 4–6, Atlanta, USA.
01-01-2016 - Towards Playlist Generation Algorithms Using RNNs Trained on Within-Track Transitions
Choi K Fazekas G Sandler M
Proc. 24th ACM Conference on User Modeling, Adaptation and Personalisation (UMAP 2016), Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems (SOAP) June 13–17, Halifax, Canada.
01-01-2016 - Visual information search in digital audio workstations
Mycroft J Stockman T Reiss JD
140th Audio Engineering Society International Convention 2016 AES 2016.
01-01-2016 - A Higher-Dimensional Expansion of Affective Norms for English Terms for Music Tagging
Buccoli M Zanoni M Fazekas G Sarti A Sandler M
Proc. of the 17th International Society for Music Information Retrieval (ISMIR-16) conference, August 7-11., New York, USA., 316-322.
01-01-2016