Publications

 
  • DMRN+13: Digital Music Research Network Workshop Proceedings 2018
    KUDUMAKIS P DIXON S
    DMRN+13: Digital Music Research Network Workshop 2018 Centre for Digital Music, Queen Mary University of London 1 Jan 1970 - 18 Dec 2018
    18-12-2018
  • Understanding Intonation Trajectories and Patterns of Vocal Notes
    Dai J Dixon S
    Lecture Notes in Computer Science. vol. 11296, 243-253.  
    11-12-2018
  • Visual Localization in the Presence of Appearance Changes Using the Partial Order Kernel
    ABDOLLAHYAN M Bellocchio E Costante G Bianconi F SMERALDI F
    European Signal Processing Conference
    03-12-2018
  • AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups
    Miranda Correa JA Abadi MK Sebe N Patras I
    IEEE Transactions on Affective Computing 
    30-11-2018
  • TDCS: a new scheduling framework for real-time multimedia OS
    Hu W Ma T Wang Y Xu F Reiss J
    International Journal of Parallel Emergent and Distributed Systems, Taylor & Francis vol. 35 (3), 396-411.  
    20-11-2018
  • Media Orchestration Between Streams and Devices via New MPEG Timed Metadata
    Deventer MOV Dufourd J Oh S Lim SY Lim Y Chandramouli K Koenen R
    Smpte Motion Imaging Journal vol. 127, 32-38.  
    01-11-2018
  • Detection of cut-points for automatic music rearrangement
    Stoller D Akkermans V Dixon S
    IEEE International Workshop on Machine Learning for Signal Processing, MLSP. vol. 2018-September 
    31-10-2018
  • Cultural Heritage Documentation and Exploration of Live Music Events with Linked Data
    Thalmann F Wilmering T Sandler MB
    Proceedings of the 1st International Workshop on Semantic Applications for Audio and Music., 1-5.  
    09-10-2018
  • Exploration of grateful dead concerts and memorabilia on the semantic Web
    Wilmering T Thalmann F Sandler MB
    International Semantic Web Conference Monterey, CA. vol. 2180 
    08-10-2018
  • Development of a major incident triage tool: the importance of evidence from implementation studies
    Marsden MER Mossadegh S Marsh W Tai N
    Bmj Military Health, Bmj vol. 166 (3), 204-204.  
    26-09-2018
  • Modeling Player Experience with the N-Tuple Bandit Evolutionary Algorithm
    Kunanusont K Lucas S Pérez-Liébana D
    Proceedings of The Aaai Conference on Artificial Intelligence and Interactive Digital Entertainment, Association For The Advancement of Artificial Intelligence (Aaai) vol. 14 (1), 215-221.  
    25-09-2018
  • pywebaudioplayer: Bridging the gap between audio processing code and attractive visualisations based on web technology
    Pauwels J Sandler M
    4th Web Audio Conference (WAC) Berlin, Germany 19 Sep 2018 - 21 Sep 2018
    19-09-2018
  • Exploring Real-time Visualisations to Support Chord Learning with a Large Music Collection
    Pauwels J Xambo Sedo A Roma G Barthet M Fazekas G
    4th Web Audio Conference (WAC) Berlin, Germany 19 Sep 2018 - 21 Sep 2018
    19-09-2018
  • A User-Adaptive Automated DJ Web App with Object-Based Audio and Crowd-Sourced Decision Trees
    THALMANN FLORIAN THOMPSON L SANDLER M
    4th Web Audio Conference Berlin
    19-09-2018
  • A Prototype Mixer to Improve Cross-Modal Attention During Audio Mixing
    Mycroft J Stockman T Reiss JD
    Proceedings of the Audio Mostly 2018 on Sound in Immersion and Emotion., 1-7.  
    12-09-2018
  • Similarity Measures for Vocal-Based Drum Sample Retrieval Using Deep Convolutional Auto-Encoders
    Mehrabi A Choi K Dixon S Sandler M
    ICASSP 2018. vol. 2018-April, 356-360.  
    10-09-2018
  • Adversarial Semi-Supervised Audio Source Separation Applied to Singing Voice Extraction
    Stoller D Ewert S Dixon S
    IEEE International Conference on Acoustics, Speech and Signal Processing. vol. 2018-April, 2391-2395.  
    10-09-2018
  • Piano Legato-Pedal Onset Detection Based on a Sympathetic Resonance Measure
    Liang B Fazekas G Sandler M
    26th European Signal Processing Conference (EUSIPCO) Rome 3 Sep 2018 - 7 Sep 2018., 2484-2488.  
    07-09-2018
  • End-to-end equalization with convolutional neural networks
    Martinez Ramirez M Reiss J
    International Conference on Digital Audio Effects (DAFx-18)
    07-09-2018
  • Towards a Semantic Web Representation and Application of Audio Mixing Rules
    Moffat D Thalmann F Sandler M
    4th Workshop on Intelligent Music Production (WIMP) Huddersfield, UK
    06-09-2018
  • First astrometric reduction of Cassini Imaging Science Subsystem images using an automatic procedure: application to Enceladus images 2013–2017
    Zhang QF Lainey V Cooper NJ Vienne A Peng QY Xiong YT
    Monthly Notices of The Royal Astronomical Society, Oxford University Press (OUP) vol. 481 (1), 98-104.  
    04-09-2018
  • Objective Evaluations of Synthesised Environmental Sounds
    Moffat D Reiss J
    21th International Conference on Digital Audio Effects (DAFx-18) Aveiro, Portugal 4 Sep 2018 - 8 Sep 2018
    04-09-2018
  • Using a Team of General AI Algorithms to Assist Game Design and Testing
    Guerrero-Romero C LUCAS S PEREZ-LIEBANA D
    2018 IEEE Conference on Computational Intelligence and Games (CIG)
    14-08-2018
  • User Selection of Optimal HRTF Sets via Holistic Comparative Evaluation
    SHUKLA RC STEWART RL Roginska A SANDLER MB
    Audio Engineering Society Conference on Audio for Virtual and Augmented Reality Redmond, WA, USA 20 Aug 2018 - 22 Aug 2018., 1-10.  
    11-08-2018
  • Studying believability assessment in racing games
    Pacheco C Tokarchuk L
    Proceedings of the 13th International Conference on the Foundations of Digital Games., 1-10.  
    07-08-2018
  • Creating Real-Time Aeroacoustic Sound Effects Using Physically Informed Models
    SELFRIDGE R MOFFAT D AVITAL E REISS J
    Journal of The Audio Engineering Society, Audio Engineering Society vol. 66 (7/8), 594-607.  
    31-07-2018
  • A Demonstration of Hierarchical Structure Usage in Expressive Timing Analysis by Model Selection Tests
    Li S Dixon S Plumbley MD
    2018 37th Chinese Control Conference (CCC). vol. 00, 3190-3195.  
    25-07-2018
  • Recommending songs to music learners based on chord content
    Pauwels J Fazekas G Sandler M
    2018 Joint Workshop on Machine Learning for Music Stockholm, Sweden 14 Jul 2018
    14-07-2018
  • Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm
    Kollias D
    2018 International Joint Conference on Neural Networks (IJCNN). vol. 00, 1-8.  
    13-07-2018
  • From my pen to your ears: automatic production of radio plays from unstructured story text
    CHOURDAKIS ET REISS JOSHUAD
    15th Sound and Music Computing Conference Limassol, Cyprus 4 Jul 2018 - 8 Jul 2018
    04-07-2018
  • Long-term, patient-centered outcomes of lower-extremity vascular trauma
    Perkins ZB Yet B Glasgow S Marsh DWR Tai NRM Rasmussen TE
    Journal of Trauma and Acute Care Surgery, Wolters Kluwer vol. 85 (1S), s104-s111.  
    01-07-2018
  • A systematic approach to normalization in probabilistic models.
    Lipani A Roelleke T
    Inf Retr Boston, Springer vol. 21 (6), 565-596.  
    30-06-2018
  • Applications of Cross-Adaptive Audio Effects: Automatic Mixing, Live Performance and Everything in Between
    Reiss JD Brandtsegg Ø
    Frontiers in Digital Humanities, Frontiers vol. 5 
    28-06-2018
  • Measurement, recognition, and visualization of piano pedaling gestures and techniques
    Liang B Fazekas G Sandler M
    Aes: Journal of The Audio Engineering Society vol. 66 (6), 448-456.  
    18-06-2018
  • Towards A Model-Based Asset Deterioration Framework Represented by Probabilistic Relational Models
    ZHANG H MARSH DWR
    European Safety and Reliability Conference ESREL 2018 Trondheim, Norway 17 Jun 2018 - 21 Jun 2018
    17-06-2018
  • The Heimdall framework for supporting characterisation of learning health systems
    MCLACHLAN S Potts HWW Dube K Buchanan D Lean S Gallagher T Johnson O DALEY B et al.
    Bcs Journal of Innovation in Health Informatics vol. 25 (2) 
    15-06-2018
  • Opening the Black Box: Hierarchical Sampling Optimization for Hand Pose Estimation
    Tang D Ye Q Yuan S Taylor J Kohli P Keskin C Kim T-K Shotton J
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (IEEE) vol. 41 (9), 2161-2175.  
    15-06-2018
  • A generative model for natural sounds based on latent force modelling
    Wilkinson WJ Reiss JD Stowell D
    LVA-ICA. vol. 10891 LNCS, 259-269.  
    06-06-2018
  • Jointly detecting and separating singing voice: a multi-task approach
    STOLLER D Ewert S DIXON S
    14th International Conference on Latent Variable Analysis and Signal Separation
    06-06-2018
  • Does K matter? k-NN hubness analysis for kernel additive modelling vocal separation
    Fano Yela D Stowell D Sandler M
    LVA-ICA. vol. 10891 LNCS, 280-289.  
    06-06-2018
  • HGG-24. MOLECULAR, PATHOLOGICAL, RADIOLOGICAL AND IMMUNE PROFILING OF NON-BRAINSTEM PAEDIATRIC HIGH GRADE GLIOMA FROM THE HERBY PHASE II RANDOMISED TRIAL
    Mackay A Burford A Molinari V Jones D Izquierdo E Brouwer-Visser J Giangaspero F Haberler C et al.
    Neuro-Oncology vol. 20 (Suppl 2), i94-i94.  
    01-06-2018
  • HGG-25. INFANT GLIOMAS COMPRISE MULTIPLE BIOLOGICAL AND CLINICOPATHOLOGICAL SUBGROUPS
    Clarke MT Jones DTW Mackay A Carvalho D Izquierdo E Hiddingh L Temelso S Burford A et al.
    Neuro-Oncology vol. 20 (Suppl 2), i94-i94.  
    01-06-2018
  • HGG-23. DRUG SCREENING LINKED TO MOLECULAR PROFILING IDENTIFIES NOVEL DEPENDENCIES IN PATIENT-DERIVED PRIMARY CULTURES OF PAEDIATRIC HIGH GRADE GLIOMA AND DIPG
    Mackay A Molinari V Carvalho D Pemberton H Temelso S Burford A Clarke M Fofana M et al.
    Neuro-Oncology vol. 20 (Suppl 2), i93-i94.  
    01-06-2018
  • EAPH-05. MOLECULAR PROFILING AND IDENTIFICATION OF TARGETED THERAPIES FOR CHILDREN AND YOUNG ADULTS WITH PRIMARY CENTRAL NERVOUS SYSTEM TUMOURS IN THE UNITED KINGDOM
    Wasti A Carceller F George S Koutroumanidou E Izquierdo E Guerra P Zarowiecki M Campbell J et al.
    Neuro-Oncology vol. 20 (Suppl 2), i66-i66.  
    01-06-2018
  • DIPG-49. STAT3 AS A THERAPEUTIC TARGET IN DIPG
    Olaciregui NG Carvalho D Mackay A Pascual-Pasto G Clarke M Molinari V Izquierdo E Goncalves J et al.
    Neuro-Oncology vol. 20 (Suppl 2), i58-i59.  
    01-06-2018
  • Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals
    Yuan S Hernando GG Stenger B Moon G Chang JY Lee KM Molchanov P Kautz J et al.
    2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition., 2636-2645.  
    01-06-2018
  • CRAN-20. THE TEN-YEAR EVOLUTIONARY TRAJECTORY OF A HIGHLY RECURRENT PAEDIATRIC HIGH GRADE NEUROEPITHELIAL TUMOUR WITH MN1:BEND2 FUSION
    Burford A Mackay A Popov S Vinci M Carvalho D Clarke M Izquierdo E Avery A et al.
    Neuro-Oncology vol. 20 (Suppl 2), i40-i40.  
    01-06-2018
  • First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations
    Garcia-Hernando G Yuan S Baek S Kim T-K
    2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition., 409-419.  
    01-06-2018
  • Dolores: A model that predicts football match outcomes from all over the world
    CONSTANTINOU AC
    Machine Learning, Springer Verlag 
    03-05-2018
  • Machine Learning for Neurodegenerative Disorder Diagnosis — Survey of Practices and Launch of Benchmark Dataset
    Tagaris A Kollias D Stafylopatis A
    International Journal of Artificial Intelligence Tools, World Scientific Publishing vol. 27 (03) 
    01-05-2018
  • Things to know about Bayesian networks
    CONSTANTINOU AC FENTON N
    Significance, Royal Statistical Society 
    16-04-2018
  • Improved Detection of Semi-Percussive Onsets in Audio Using Temporal Reassignment
    O'Hanlon K Sandler MB
    2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 611-615.  
    15-04-2018
  • Towards Complete Polyphonic Music Transcription: Integrating Multi-Pitch Detection and Rhythm Quantization
    Nakamura E BENETOS E Yoshii K DIXON S
    IEEE International Conference on Acoustics, Speech and Signal Processing Calgary, Canada 15 Apr 2018 - 20 Apr 2018., 101-105.  
    15-04-2018
  • Shift-Invariant Kernel Additive Modelling for Audio Source Separation
    Yela DF Ewert S O'Hanlon K Sandler MB
    2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 616-620.  
    15-04-2018
  • Perceptual Evaluation of Synthesized Sound Effects
    MOFFAT DJ REISS JD
    Acm Transactions on Applied Perception (Tap), Acm vol. 15 (2) 
    03-04-2018
  • An Improved Method for Solving Hybrid Influence Diagrams
    YET B NEIL M FENTON N CONSTANTINOU AC DEMENTIEV E
    International Journal of Approximate Reasoning, Elsevier 
    01-04-2018
  • The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging
    Choi K Fazekas G Sandler M Cho K
    IEEE Transactions on Emerging Topics in Computational Intelligence, IEEE vol. 2 (2), 139-149.  
    23-03-2018
  • Investigating style evolution of Western classical music: A computational approach
    Weiß C Mauch M Dixon S Müller M
    Musicae Scientiae vol. 23 (4), 486-507.  
    07-03-2018
  • The Caviar software package for the astrometric reduction of Cassini ISS images: description and examples
    Cooper NJ Lainey V Meunier L-E Murray CD Zhang Q-F Baillie K Evans MW Thuillot W et al.
    Astronomy &Amp; Astrophysics, Edp Sciences vol. 610, A2-A2.  
    01-02-2018
  • A Concise Taxonomy for Describing Data as an Art Material
    Freeman J Wiggins G Starks G Sandler M
    Leonardo. vol. 51 (1), 75-79.  
    01-02-2018
  • A review of manual and computational approaches for the study of world music corpora
    PANTELI M BENETOS E DIXON S
    Journal of New Music Research, Taylor & Francis (Routledge) vol. 47 (2), 176-189.  
    08-01-2018
  • “What are You Listening to?” Explaining Predictions of Deep Machine Listening Systems
    Mishra S Sturm BL Dixon S
    2018 26th European Signal Processing Conference (EUSIPCO). vol. 00, 2260-2264.  
    03-01-2018
  • Investigation into the effects of subjective test interface choice on the validity of results
    Jillings N De Man B Stables R Reiss JD
    145th Audio Engineering Society International Convention AES 2018
    01-01-2018
  • Improving the frequency response magnitude and phase of analogue-matched digital filters
    Flynn J Reiss JD
    144th Audio Engineering Society Convention 2018
    01-01-2018
  • General Win Prediction from Agent Experience
    Gaina RD Lucas SM Perez-Liebana D
    PROCEEDINGS OF THE 2018 IEEE CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND GAMES (CIG'18)., 62-69.  
    01-01-2018
  • Guitarset: A dataset for guitar transcription
    Xi Q Bittner RM Pauwels J Ye X Bello JP
    International Society for Music Information Retrieval Conference., 453-460.  
    01-01-2018
  • A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging
    Choi K Fazekas G Sandler M Cho K
    Proc. of the 26th European Signal Processing Conference (EUSIPCO 2018), 3-7 Sept, Rome, Italy
    01-01-2018
  • Expected Value of Partial Perfect Information in Hybrid Models Using Dynamic Discretization
    Yet B Constantinou A Fenton N Neil M
    IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 6, 7802-7817.  
    01-01-2018
  • Editorial: Introducing the Transactions of the International Society for Music Information Retrieval
    Dixon S Gómez E Volk A
    Transactions of The International Society For Music Information Retrieval, Ubiquity Press vol. 1 (1), 1-3.  
    01-01-2018
  • Deep Reinforcement Learning for General Video Game AI
    Tornado RR Bontrager P Perez-Liebana D
    PROCEEDINGS OF THE 2018 IEEE CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND GAMES (CIG'18)., 316-323.  
    01-01-2018
  • Adaptive ballistics control of dynamic range compression for percussive tracks
    Moffat D Sandler MB
    145th Audio Engineering Society International Convention AES 2018
    01-01-2018
  • Learning Health Systems: The research community awareness challenge.
    McLachlan S Dube K Buchanan D Lean S Johnson O Potts H Gallagher T Marsh W et al.
    Bmj Health & Care Informatics, Bmj vol. 25 (1) 
    01-01-2018
  • Jam with Jamendo: Querying a Large Music Collection by Chords from a Learner's Perspective
    Xambo A Pauwels J Roma G Barthet M Fazekas G
    2018 CONFERENCE ON INTERACTION WITH SOUND (AUDIO MOSTLY): SOUND IN IMMERSION AND EMOTION (AM'18)
    01-01-2018
  • Using a Team of General AI Algorithms to Assist Game Design and Testing
    Guerrero-Romero C Lucas SM Perez-Liebana D
    PROCEEDINGS OF THE 2018 IEEE CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND GAMES (CIG'18)., 466-473.  
    01-01-2018
  • LikeNet: A Siamese motion estimation network trained in an unsupervised way
    Ahmadi A Marras I Patras I
    British Machine Vision Conference 2018 Bmvc 2018
    01-01-2018
  • Linear Maximum Margin Classifier for Learning from Uncertain Data.
    Tzelepis C Mezaris V Patras I
    IEEE Trans. Pattern Anal. Mach. Intell. vol. 40, 2948-2962.  
    01-01-2018
  • MusicLynx
    Allik A Thalmann F Sandler M
    Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18., 167-170.  
    01-01-2018
  • Perception of mismatched auditory distance - Cinematic VR
    McArthur A Sandler M Stewart R
    Proceedings of the AES International Conference. vol. 2018-August, 24-33.  
    01-01-2018
  • Physically derived synthesis model of an edge tone
    Selfridge R Reiss JD Avital EJ
    144th Audio Engineering Society Convention 2018
    01-01-2018
  • Self-adaptive MCTS for General Video Game Playing
    Sironi CF Liu J Perez-Liebana D Gaina RD Bravi I Lucas SM Winands MHM
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 10784 LNCS, 358-375.  
    01-01-2018
  • Towards an Evidence-Based Decision Support Tool for Management of Musculoskeletal Conditions.
    Yet B Marsh W Morrissey D
    vol. 255, 175-179.  
    01-01-2018
  • Two web applications for exploring melodic patterns in jazz solos
    Frieler K Höger F Pfleiderer M Dixon S
    Proceedings of the 19th International Society for Music Information Retrieval Conference Ismir 2018., 777-783.  
    01-01-2018
  • Understanding a deep machine listening model through feature inversion
    Mishra S Sturm BL Dixon S
    Proceedings of the 19th International Society for Music Information Retrieval Conference Ismir 2018., 755-762.  
    01-01-2018
  • Why can you hear a difference between pouring hot and cold water? An investigation of temperature dependence in psychoacoustics
    Peng H Reiss JD
    145th Audio Engineering Society International Convention AES 2018
    01-01-2018
  • A case study of cultural influences on mixing practices
    Pras A De Man B Reiss JD
    144th Audio Engineering Society Convention 2018
    01-01-2018