Publications
- DMRN+13: Digital Music Research Network Workshop Proceedings 2018
KUDUMAKIS P and 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. Editors: KUDUMAKIS P and DIXON S.
18-12-2018 - Understanding Intonation Trajectories and Patterns of Vocal Notes
Dai J and 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, Cascianelli S, Bellocchio E, Costante G, Ciarfuglia TA, Bianconi F, SMERALDI F and Fravolini ML
European Signal Processing Conference.
03-12-2018 - Identifying Potential Regulatory Elements by Transcription Factor Binding Site Alignment Using Partial Order Graphs
Abdollahyan M, Elgar G and Smeraldi F
International Journal of Foundations of Computer Science, World Scientific Publishing vol. 29 (08), 1345-1354.
01-12-2018 - AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups
Miranda Correa JA, Abadi MK, Sebe N and 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 and Reiss J
International Journal of Parallel Emergent and Distributed Systems, Taylor & Francis vol. 35 (3), 396-411.
20-11-2018 - Detection of cut-points for automatic music rearrangement
Stoller D, Akkermans V and 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 and 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 and Sandler MB
International Semantic Web Conference Monterey, CA. vol. 2180
08-10-2018 - Generic Bayesian network models for making maintenance decisions from available data and expert knowledge
Zhang H and Marsh DWR
Proceedings of The Institution of Mechanical Engineers Part O Journal of Risk and Reliability, Sage Publications vol. 232 (5), 505-523.
01-10-2018 - Development of a major incident triage tool: the importance of evidence from implementation studies
Marsden MER, Mossadegh S, Marsh W and Tai N
Bmj Military Health, Bmj vol. 166 (3), 204-204.
26-09-2018 - VERTIGØ: Visualisation of Rolling Horizon Evolutionary Algorithms in GVGAI
Gaina R, Lucas S and Pérez-Liébana D
Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. vol. 14 (1), 265-267.
25-09-2018 - Modeling Player Experience with the N-Tuple Bandit Evolutionary Algorithm
Kunanusont K, Lucas S and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Sandler M
4th Workshop on Intelligent Music Production (WIMP) Huddersfield, UK.
06-09-2018 - Objective Evaluations of Synthesised Environmental Sounds
Moffat D and Reiss J
21th International Conference on Digital Audio Effects (DAFx-18) Aveiro, Portugal 4 Sep 2018 - 8 Sep 2018.
04-09-2018 - Toward General Mathematical Game Playing Agents
Ashlock D, Kim E-Y and Perez-Lebana D
2018 IEEE Conference on Computational Intelligence and Games (CIG). vol. 00, 1-7.
17-08-2018 - Shallow Decision-Making Analysis in General Video Game Playing
Bravi I, Perez-Liebana D, Lucas SM and Liu J
2018 IEEE Conference on Computational Intelligence and Games (CIG). vol. 00, 1-8.
17-08-2018 - General Win Prediction from Agent Experience
Gaina RD, Lucas SM and Perez-Liebana D
2018 IEEE Conference on Computational Intelligence and Games (CIG). vol. 00, 1-8.
17-08-2018 - Deep Reinforcement Learning for General Video Game AI
Torrado RR, Bontrager P, Togelius J, Liu J and Perez-Liebana D
2018 IEEE Conference on Computational Intelligence and Games (CIG). vol. 00, 1-8.
17-08-2018 - Using a Team of General AI Algorithms to Assist Game Design and Testing
Guerrero-Romero C, LUCAS S and 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 and 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 and Pérez-Liébana D
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 and 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 and 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 and 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 and Zafeiriou S
2018 International Joint Conference on Neural Networks (IJCNN). vol. 00, 1-8.
13-07-2018 - The N-Tuple Bandit Evolutionary Algorithm for Game Agent Optimisation
Lucas SM, Liu J and Perez-Liebana D
2018 IEEE Congress on Evolutionary Computation (CEC). vol. 00, 1-9.
08-07-2018 - From my pen to your ears: automatic production of radio plays from unstructured story text
CHOURDAKIS ET and 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 and 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, Lupu M and Hanbury A
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 and 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 and 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 and 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, Marsh W and FENTON N
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 and 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 - Jointly detecting and separating singing voice: a multi-task approach
STOLLER D, Ewert S and 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 and Sandler M
LVA-ICA. vol. 10891 LNCS, 280-289.
06-06-2018 - A generative model for natural sounds based on latent force modelling
Wilkinson WJ, Reiss JD and Stowell D
LVA-ICA. vol. 10891 LNCS, 259-269.
06-06-2018 - 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, Molinari V, Boult JKR, Virasami A, Carceller F, Marshall LV, Zebian B, Chandler C, Al-Sarraj S, Lowis S, Knipstein J, Bailey S, Crosier S, et al.
Neuro-Oncology vol. 20 (Suppl 2), i94-i94.
01-06-2018 - 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, Pietsch T, Jacques T, Figarella-Branger D, Rodriguez D, Morgan P, Raman P, Waanders A, Resnick A, Massimino M, Garre ML, Smith H, Capper D, 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, Boult J, Izquierdo E, Taylor K, Bjerke L, Salom JF, Kessler K, Rogers R, Chandler C, Zebian B, Martin A, Stapleton S, Hettige S, et al.
Neuro-Oncology vol. 20 (Suppl 2), i93-i94.
01-06-2018 - First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations
Garcia-Hernando G, Yuan S, Baek S and Kim T-K
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition., 409-419.
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, Al-Lazikani B, Marshall L, Jones C, Clarke M, Powell K, Crowe T, Rogers T, Chisholm J, Vaidya S, Mandeville H, Saran F, Zebian B, et al.
Neuro-Oncology vol. 20 (Suppl 2), i66-i66.
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, Honari S, Ge L, Yuan J, Chen X, Wang G, Yang F, Akiyama K, Wu Y, Wan Q, Madadi M, Escalera S, Li S, et al.
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition., 2636-2645.
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, Courbebaisse Y, La Madrid AM, Suñol M, Cruz O, Mora J, Jones C and Carcaboso AM
Neuro-Oncology vol. 20 (Suppl 2), i58-i59.
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, Jacques TS, Ingram WJ, Moore AS, Frawley K, Hassall TE and Robertson T
Neuro-Oncology vol. 20 (Suppl 2), i40-i40.
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, Tagaris G and Kollias S
International Journal of Artificial Intelligence Tools, World Scientific Publishing vol. 27 (03)
01-05-2018 - Things to know about Bayesian networks
CONSTANTINOU AC and FENTON N
Significance, Royal Statistical Society
16-04-2018 - Towards Complete Polyphonic Music Transcription: Integrating Multi-Pitch Detection and Rhythm Quantization
Nakamura E, BENETOS E, Yoshii K and 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 and Sandler MB
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 616-620.
15-04-2018 - Improved Detection of Semi-Percussive Onsets in Audio Using Temporal Reassignment
O'Hanlon K and Sandler MB
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 611-615.
15-04-2018 - Perceptual Evaluation of Synthesized Sound Effects
MOFFAT DJ and 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 and 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 and 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 and Müller M
Musicae Scientiae vol. 23 (4), 486-507.
07-03-2018 - A Concise Taxonomy for Describing Data as an Art Material
Freeman J, Wiggins G, Starks G and 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 and 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 and Dixon S
2018 26th European Signal Processing Conference (EUSIPCO). vol. 00, 2260-2264.
03-01-2018 - Why can you hear a difference between pouring hot and cold water? An investigation of temperature dependence in psychoacoustics
Peng H and Reiss JD
145th Audio Engineering Society International Convention, AES 2018.
01-01-2018 - Wave-U-Net: A multi-scale neural network for end-to-end audio source separation
Stoller D, Ewert S and Dixon S
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018., 334-340.
01-01-2018 - Visualising the topological structure of health-elated message board user networks
Abdollahyan M, Mondragón RJ, Bessant C and Smeraldi F
Frontiers in Artificial Intelligence and Applications. vol. 310, 274-279.
01-01-2018 - Using a Team of General AI Algorithms to Assist Game Design and Testing
Guerrero-Romero C, Lucas SM and Perez-Liebana D
PROCEEDINGS OF THE 2018 IEEE CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND GAMES (CIG'18)., 466-473.
01-01-2018 - Understanding a deep machine listening model through feature inversion
Mishra S, Sturm BL and Dixon S
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018., 755-762.
01-01-2018 - Two web applications for exploring melodic patterns in jazz solos
Frieler K, Höger F, Pfleiderer M and Dixon S
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018., 777-783.
01-01-2018 - Towards an Evidence-Based Decision Support Tool for Management of Musculoskeletal Conditions.
Yet B, Marsh W and Morrissey D
vol. 255, 175-179.
01-01-2018 - Self-adaptive MCTS for General Video Game Playing
Sironi CF, Liu J, Perez-Liebana D, Gaina RD, Bravi I, Lucas SM and 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 - Physically derived synthesis model of an edge tone
Selfridge R, Reiss JD and Avital EJ
144th Audio Engineering Society Convention 2018.
01-01-2018 - Perception of mismatched auditory distance - Cinematic VR
McArthur A, Sandler M and Stewart R
Proceedings of the AES International Conference. vol. 2018-August, 24-33.
01-01-2018 - MusicLynx
Allik A, Thalmann F and Sandler M
Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18., 167-170.
01-01-2018 - Modeling player experience with the n-tuple bandit evolutionary algorithm
Kunanusont K, Lucas SM and Pérez-Lébana D
Proceedings of the 14th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE 2018., 180-186.
01-01-2018 - Linear Maximum Margin Classifier for Learning from Uncertain Data.
Tzelepis C, Mezaris V and Patras I
Ieee Trans. Pattern Anal. Mach. Intell. vol. 40, 2948-2962.
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 and Fenton N
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 and Fazekas G
2018 CONFERENCE ON INTERACTION WITH SOUND (AUDIO MOSTLY): SOUND IN IMMERSION AND EMOTION (AM'18).
01-01-2018 - Investigation into the effects of subjective test interface choice on the validity of results
Jillings N, De Man B, Stables R and 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 and Reiss JD
144th Audio Engineering Society Convention 2018.
01-01-2018 - Guitarset: A dataset for guitar transcription
Xi Q, Bittner RM, Pauwels J, Ye X and Bello JP
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018., 453-460.
01-01-2018 - General Win Prediction from Agent Experience
Gaina RD, Lucas SM and Perez-Liebana D
PROCEEDINGS OF THE 2018 IEEE CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND GAMES (CIG'18)., 62-69.
01-01-2018 - Expected Value of Partial Perfect Information in Hybrid Models Using Dynamic Discretization
Yet B, Constantinou A, Fenton N and 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 and 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, Togelius J, Liu J and 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 and Sandler MB
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 and Reiss JD
144th Audio Engineering Society Convention 2018.
01-01-2018 - A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging
Choi K, Fazekas G, Sandler M and Cho K
Proc. of the 26th European Signal Processing Conference (EUSIPCO 2018), 3-7 Sept, Rome, Italy.
01-01-2018