Publications
- Representing Modifiable and Reusable Musical Content on the Web with Constrained Multi-Hierarchical Structures
Thalmann F, Wiggins G and Sandler M
Ieee Transactions On Multimedia, Institute of Electrical and Electronics Engineers
20-12-2019 - DMRN+14: Digital Music Research Network Workshop Proceedings 2019
KUDUMAKIS P and Dixon S
DMRN+14: Digital Music Research Network Workshop 2019 Centre for Digital Music, Queen Mary University of London 1 Jan 1970 - 17 Dec 2019. Editors: KUDUMAKIS P and Dixon S.
17-12-2019 - moodplay.github.io: an online collaborative music player
Thalmann F, Allik A, Metzig C and Sandler M
Web Audio Conference Trondheim.
04-12-2019 - Real-Time Multi-Target Multi-Camera Tracking with Spatial-Temporal Information
Zhang X and Izquierdo E
2019 IEEE Visual Communications and Image Processing (VCIP). vol. 00, 1-4.
04-12-2019 - Join my party! How can we enhance social interactions in music streaming?
Allik A, Thalmann F, Metzig C and Sandler M
Web Audio Conference Trondheim.
04-12-2019 - A Framework for Real-Time Face-Recognition
Arachchilage SW and Izquierdo E
2019 IEEE Visual Communications and Image Processing (VCIP). vol. 00, 1-4.
04-12-2019 - A Dataset and Evaluation Framework for Deep Learning Based Video Stabilization Systems
Ito MS and Izquierdo E
2019 IEEE Visual Communications and Image Processing (VCIP). vol. 00, 1-4.
04-12-2019 - CNN Accelerated Intra Video Coding, Where Is the Upper Bound?
Huang Y, Song L and Izquierdo E
2019 Picture Coding Symposium (PCS). vol. 00, 1-5.
15-11-2019 - Don’t hide in the frames: Note- and pattern-based evaluation of automated melody extraction algorithms
Frieler K, Basaran D, Höger F, Crayencour H-C, Peeters G and Dixon S
6th International Conference on Digital Libraries for Musicology., 25-32.
09-11-2019 - IntelligentMusic Production
De Man B, Stables R and Reiss JD
07-11-2019 - 20 Years of Automatic Chord Recognition from Audio
Pauwels J, O'Hanlon K, Gómez E and Sandler M
Proceedings of the 20th Conference of the International Society for Music Information Retrieval (ISMIR) Delft, Netherlands 4 Nov 2019 - 8 Nov 2019.
07-11-2019 - Dense and Small Object Detection in UAV Vision based on Cascade Network
Zhang X, Izquierdo E and Chandramouli K
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). vol. 00, 118-126.
27-10-2019 - AIM 2019 Challenge on Image Demoireing: Methods and Results
Yuan S, Timofte R, Slabaugh G, Leonardis A, Zheng B, Ye X, Tian X, Chen Y, Cheng X, Fu Z, Yang J, Hong M, Lin W, Yang W, Qu Y, Shin H-K, Kim J-Y, Ko S-J, Dong H, Guo Y, et al.
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). vol. 00, 3534-3545.
27-10-2019 - AIM 2019 Challenge on Image Demoireing: Dataset and Study
Yuan S, Timofte R, Slabaugh G and Leonardis A
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). vol. 00, 3526-3533.
27-10-2019 - 3D Hand Pose Estimation from RGB Using Privileged Learning with Depth Data
Yuan S, Stenger B and Kim T-K
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). vol. 00, 2866-2873.
27-10-2019 - Robustness of Adversarial Attacks in Sound Event Classification
SUBRAMANIAN V, Benetos E and Sandler M
4th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2019) New York, USA 25 Oct 2019 - 26 Oct 2019., 239-243.
25-10-2019 - Human Interaction Proofs (HIPs) based on Emerging Images and Topological Data Analysis (TDA) Techniques
Angarita MAO, Izquierdo E and Cañadas AM
2019 3rd Cyber Security in Networking Conference (CSNet). vol. 00, 73-79.
25-10-2019 - Investigating kernel shapes and skip connections for deep learning-based harmonic-percussive separation
Vianna Lordelo C, Benetos E, Dixon S and Ahlbäck S
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics New Paltz, NY, USA 20 Oct 2019 - 23 Oct 2019., 40-44.
20-10-2019 - An Automated Text Mining Approach for Classifying Mental-Ill Health Incidents from Police Incident Logs for Data-Driven Intelligence
Haleem MS, Han L, Harding PJ and Ellison M
2019 IEEE International Conference on Systems, Man and Cybernetics (SMC). vol. 00, 2279-2284.
09-10-2019 - General Video Game Artificial Intelligence
Lié, bana DPXR, Lucas SM, Gaina RD, Togelius J, Khalifa A, Liu J and Ashlock D
08-10-2019 - Analysis of Statistical Forward Planning Methods in Pommerman
Perez-Liebana D, Gaina RD, Drageset O, İlhan E, Balla M and Lucas SM
Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. vol. 15 (1), 66-72.
08-10-2019 - Alignment and Timeline Construction for Incomplete Analogue Audience Recordings of Historical Live Music Concerts
Wilmering T, Thalmann F and Sandler MB
147th Audio Engineering Society International Convention 2019.
08-10-2019 - Approaches in Intelligent Music Production
Moffat D and Sandler M
Arts, Mdpi Ag vol. 8 (4)
25-09-2019 - Modelling Musical Similarity for Drum Patterns
Bruford F, Barthet M, McDonald S and Sandler M
Proceedings of the 14th International Audio Mostly Conference: A Journey in Sound., 131-138.
18-09-2019 - Guitar String Separation Using Non-Negative Matrix Factorization and Factor Deconvolution
Senvaityte D, Pauwels J and Sandler M
Audio Mostly 2019.
18-09-2019 - A New Dataset for Amateur Vocal Percussion Analysis
Delgado A, McDonald S, Xu N and Sandler M
Proceedings of the 14th International Audio Mostly Conference: A Journey in Sound., 17-23.
18-09-2019 - Modelling Experts’ Decisions on Assigning Narrative Importances of Objects in a Radio Drama Mix
Chourdakis E, Ward L, Paradis M and Reiss JD
22nd International Conference on Digital Audio Effects Birmigham, UK 2 Sep 2019 - 6 Sep 2019.
02-09-2019 - A general-purpose deep learning approach to model time-varying audio effects
Martinez Ramirez M, Benetos E and Reiss J
International Conference on Digital Audio Effects (DAFx-19) Birmingham, UK 2 Sep 2019 - 6 Sep 2019.
02-09-2019 - Guest Editorial Special Issue on Game Competition Frameworks for Research and Education
Ieee Transactions On Games, Institute of Electrical and Electronics Engineers (Ieee) vol. 11 (3), 192-194.
01-09-2019 - Query-based Mashups of Historical Live Music Recordings
Thalmann F, WILMERING T and Sandler M
9th Conference of Japanese Association for Digital Humanities (JADH2019).
29-08-2019 - Teaching on a Budget in Multi-Agent Deep Reinforcement Learning
İlhan E, Gow J and Perez-Liebana D
2019 IEEE Conference on Games (CoG). vol. 00, 1-8.
23-08-2019 - Rinascimento: Optimising Statistical Forward Planning Agents for Playing Splendor
Bravi I, Perez-Liebana D, Lucas SM and Liu J
2019 IEEE Conference on Games (CoG). vol. 00, 1-8.
23-08-2019 - Evolving Game State Evaluation Functions for a Hybrid Planning Approach
Neufeld X, Mostaghim S and Perez-Liebana D
2019 IEEE Conference on Games (CoG). vol. 00, 1-8.
23-08-2019 - Erratum: Vocal imitation of percussion sounds: On the perceptual similarity between imitations and imitated sounds (PLOS ONE (2019)14:8 (e0221722) DOI:10.1371/journal.pone.0219955)
Mehrabi A, Dixon S and Sandler M
Plos One, Public Library of Science (Plos) vol. 14 (8)
22-08-2019 - Characterising Confounding Effects in Music Classification Experiments through Interventions
Rodríguez-Algarra F, Sturm BL and Dixon S
Transactions of The International Society For Music Information Retrieval, Ubiquity Press, Ltd. vol. 2 (1), 52-66.
21-08-2019 - Project Thyia: A Forever Gameplayer
GAINA RALUCA, Lucas S and Perez-Liebana D
IEEE Conference on Games (COG).
20-08-2019 - Optimising Level Generators for General Video Game AI
Drageset O, GAINA RALUCA, Perez-Liebana D and Winands M
IEEE Conference on Games (COG).
20-08-2019 - Learning Local Forward Models on Unforgiving Games
Dockhorn A, Lucas S, Volz V, Bravi I, GAINA RALUCA and Perez-Liebana D
IEEE Conference on Games (COG).
20-08-2019 - A Local Approach to Forward Model Learning: Results on the Game of Life Game
Lucas S, Dockhorn A, Volz V, Bamford C, GAINA RALUCA, Bravi I, Perez-Liebana D, Mostaghim S and Kruse R
IEEE Conference on Games (COG).
20-08-2019 - 'Did You Hear That?' Learning to Play Video Games from Audio Cues
GAINA RALUCA and Stephenson M
IEEE Conference on Games (COG).
20-08-2019 - Intonation trajectories within tones in unaccompanied soprano, alto, tenor, bass quartet singing.
Dai J and Dixon S
J Acoust Soc Am vol. 146 (2), 1005-1005.
08-08-2019 - Ensemble decision systems for general video game playing
Anderson D, Rodgers P, Levine J, Guerrero-Romero C and Perez-Liebana D
2019 IEEE Conference on Games (CoG). vol. 2019-August
01-08-2019 - Vocal imitation of percussion sounds: On the perceptual similarity between imitations and imitated sounds.
Mehrabi A, Dixon S and Sandler M
Plos One vol. 14 (7), e0219955-e0219955.
25-07-2019 - Transfer Learning for Piano Sustain-Pedal Detection
Liang B, Fazekas G and Sandler M
2019 International Joint Conference on Neural Networks (IJCNN). vol. 00, 1-6.
19-07-2019 - Tackling Sparse Rewards in Real-Time Games with Statistical Forward Planning Methods
Gaina RD, Lucas SM and Pérez-Liébana D
Proceedings of the AAAI Conference on Artificial Intelligence. vol. 33 (01), 1691-1698.
17-07-2019 - MPEG IPR ontologies for media trading and personalization
Kudumakis P, Wilmering T, Sandler M and Foss J
1st International Workshop on Data-driven Personalization of Television (DataTV’19) held as part of the ACM International Conference on Interactive Experiences for Television and Online Video (TVX’19) Manchester, UK. vol. 2423
05-06-2019 - Finding new practice material through chord-based exploration of a large music catalogue
Pauwels J and Sandler M
Proceedings of the 16th Sound and Music Conference Málaga, Spain 28 May 2019 - 31 May 2019.
31-05-2019 - Alone versus In-a-group
Mou W, Gunes H and Patras I
Acm Transactions On Multimedia Computing Communications and Applications, Association For Computing Machinery (Acm) vol. 15 (2), 1-23.
31-05-2019 - A Hybrid Approach to Audio-to-Score Alignment
Agrawal R and Dixon S
Machine Learning for Music Discovery Workshop at International Conference on Machine Learning (ICML).
30-05-2019 - Comparing Cqt and Reassignment Based Chroma Features for Template-based Automatic Chord Recognition
O’Hanlon K and Sandler MB
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 860-864.
17-05-2019 - Modeling nonlinear audio effects with end-to-end deep neural networks
Martinez Ramirez M and Reiss J
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
16-05-2019 - GAN-based Generation and Automatic Selection of Explanations for Neural Networks
MISHRA S, STOLLER D, BENETOS E, STURM B and DIXON S
SafeML ICLR 2019 Workshop New Orleans, USA 6 May 2019.
06-05-2019 - Registration-free Face-SSD: Single shot analysis of smiles, facial attributes, and affect in the wild
Jang Y, Gunes H and Patras I
Computer Vision and Image Understanding, Elsevier vol. 182, 17-29.
01-05-2019 - Piano Sustain-pedal Detection Using Convolutional Neural Networks
Liang B, Fazekas G and Sandler M
IEEE International Conference on Acoustics, Speech and Signal Processing. vol. 2019-May, 241-245.
01-05-2019 - Unifying Probabilistic Models for Time-frequency Analysis
Wilkinson WJ, Riis Andersen M, Reiss JD, Stowell D and Solin A
2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 2019-May, 3352-3356.
17-04-2019 - SchiNet: Automatic Estimation of Symptoms of Schizophrenia from Facial Behaviour Analysis.
Bishay M, PALASEK P, PRIEBE S and Patras I
Ieee Transactions On Affective Computing
26-03-2019 - A web-based system for suggesting new practice material to music learners based on chord content
Pauwels J and Sandler MB
2nd Workshop on Intelligent Music Interfaces for Listening and Creation 20 Mar 2019. vol. 2327
20-03-2019 - FIVR: Fine-grained Incident Video Retrieval.
Kordopatis-Zilos G, Papadopoulos S, Patras I and Kompatsiaris I
Ieee Transactions On Multimedia, Institute of Electrical and Electronics Engineers vol. 21 (10), 2638-2652.
18-03-2019 - Real-time binaural rendering with virtual vector base amplitude panning
SHUKLA R, Radu IT, SANDLER M and STEWART R
Audio Engineering Society Conference on Immersive and Interactive Audio York, United Kingdom 27 Mar 2019 - 29 Mar 2019.
17-03-2019 - Semantic Web Technology for New Experiences Throughout the Music Production-Consumption Chain
Sandler M, De Roure D, Benford S and Page K
2019 International Workshop on Multilayer Music Representation and Processing (MMRP)., 49-55.
14-03-2019 - General Video Game AI: a Multi-Track Framework for Evaluating Agents, Games and Content Generation Algorithms
Perez D, Liu J, Abdel Samea Khalifa A, Gaina RD, Togelius J and Lucas SM
Ieee Transactions On Games, Institute of Electrical and Electronics Engineers (Ieee), 1-1.
11-03-2019 - Probabilistic Sequential Patterns for Singing Transcription
Nakamura E, Nishikimi R, Dixon S and Yoshii K
2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference., 1905-1912.
07-03-2019 - Comparative Evaluation of Hand-Crafted Image Descriptors vs. Off-the-Shelf CNN-Based Features for Colour Texture Classification under Ideal and Realistic Conditions
Bello-Cerezo R, Bianconi F, Di Maria F, Napoletano P and Smeraldi F
Applied Sciences, Mdpi vol. 9 (4)
20-02-2019 - Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond
Kollias D, Tzirakis P, Nicolaou MA, Papaioannou A, Zhao G, Schuller B, Kotsia I and Zafeiriou S
International Journal of Computer Vision, Springer Nature vol. 127 (6-7), 907-929.
13-02-2019 - Singing together: Pitch accuracy and interaction in unaccompanied unison and duet singing.
Dai J and Dixon S
J Acoust Soc Am vol. 145 (2), 663-663.
04-02-2019 - Efficient Evolutionary Methods for Game Agent Optimisation: Model-Based is Best
Lucas S, Liu J, Bravi I, GAINA RALUCA, Woodward J, Volz V and Perez-Liebana D
Game Simulations Workshop (AAAI).
04-02-2019 - Engaging With Contemporary Dance: What Can Body Movements Tell us About Audience Responses?
Theodorou L, Healey PGT and Smeraldi F
Front Psychol vol. 10, 71-71.
01-02-2019 - Semantic Web Technology for New Experiences Throughout the Music Production-Consumption Chain
Sandler M, De Roure D, Benford S and Page K
2019 International Workshop on Multilayer Music Representation and Processing (MMRP). vol. 00, 49-55.
23-01-2019 - Spectral Visibility Graphs: Application to Similarity of Harmonic Signals
Yela DF, Stowell D and Sandler M
2019 27th European Signal Processing Conference (EUSIPCO). vol. 00, 1-5.
06-01-2019 - Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing
Yamaç M, Ahishali M, Passalis N, Raitoharju J, Sankur B and Gabbouj M
2019 27th European Signal Processing Conference (EUSIPCO). vol. 00, 1-5.
06-01-2019 - Early SKIP Mode Decision Method in HEVC Based on Perceptual Distortion Measure
Kim J and Izquierdo E
2019 27th European Signal Processing Conference (EUSIPCO). vol. 00, 1-5.
06-01-2019 - Your Fellows Matter: Affect Analysis across Subjects in Group Videos.
Mou W, Gunes H and Patras I
FG., 1-5.
01-01-2019 - Visually representing and interpreting multivariate data for audio mixing
Mycroft J, Reiss JD and Stockman T
SMC 2016 - 13th Sound and Music Computing Conference, Proceedings., 332-337.
01-01-2019 - Universal Foreground Segmentation Based on Deep Feature Fusion Network for Multi-Scene Videos
Tao Y, Ling Z and Patras I
Ieee Access, Institute of Electrical and Electronics Engineers (Ieee) vol. 7, 158326-158337.
01-01-2019 - Tagging and retrieval of room impulse responses using semantic word vectors and perceptual measures of reverberation
Chourdakis ET and Reiss JD
AES 146th International Convention.
01-01-2019 - TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition.
Bishay M, Zoumpourlis G and Patras I
BMVC., 154-154.
01-01-2019 - Reproducing bass guitar performances using descriptor driven synthesis
Foster D and Reiss JD
AES 146th International Convention.
01-01-2019 - Registration-free Face-SSD: Single shot analysis of smiles, facial attributes, and affect in the wild.
Jang Y, Gunes H and Patras I
Corr vol. abs/1902.04042
01-01-2019 - Realistic procedural sound synthesis of bird song using particle swarm optimisation
Zúñiga J and Reiss JD
147th Audio Engineering Society International Convention 2019.
01-01-2019 - Realistic procedural sound synthesis of bird song using particle swarm optimisation
Zúñiga J and Reiss JD
147th Audio Engineering Society International Convention 2019.
01-01-2019 - Real-time synthesis of sound effects caused by the interaction between two solids
Sánchez P and Reiss JD
AES 146th International Convention.
01-01-2019 - Photorealistic Facial Synthesis in the Dimensional Affect Space
Kollias D, Cheng S, Pantic M and Zafeiriou S
Lecture Notes in Computer Science. vol. 11130, 475-491.
01-01-2019 - Perceptually motivated hearing loss simulation for audio mixing reference
Mourgela A, Agus T and Reiss JD
147th Audio Engineering Society International Convention 2019.
01-01-2019 - Perceptually motivated hearing loss simulation for audio mixing reference
Mourgela A, Agus T and Reiss JD
147th Audio Engineering Society International Convention 2019.
01-01-2019 - Modelling the Impact of AI for Clinical Decision Support
Neves MR and Marsh DWR
Lecture Notes in Computer Science. vol. 11526, 292-297.
01-01-2019 - Machine learning multitrack gain mixing of drums
Moffat D and Sandler MB
147th Audio Engineering Society International Convention 2019.
01-01-2019 - LikeNet: A Siamese motion estimation network trained in an unsupervised way
Ahmadi A, Marras I and Patras I
British Machine Vision Conference 2018, BMVC 2018.
01-01-2019 - Human Interaction Proofs (HIPs) Based on Multistable Images and Brauer Configuration Algebras (BCA)
Angarita MAO, Izquierdo E and Canadas AM
9th International Conference on Imaging for Crime Detection and Prevention (ICDP-2019).
01-01-2019 - Groove explorer: An intelligent visual interface for drum loop library navigation
Bruford F, McDonald ST, Barthet M and Sandler M
CEUR Workshop Proceedings. vol. 2327
01-01-2019 - FIVR: Fine-Grained Incident Video Retrieval.
Kordopatis-Zilos G, Papadopoulos S, Patras I and Kompatsiaris I
Ieee Trans. Multim. vol. 21, 2638-2652.
01-01-2019 - Exploring preference for multitrack mixes using statistical analysis of MIR and textual features
Colonel J and Reiss J
147th Audio Engineering Society International Convention 2019.
01-01-2019 - Exploring preference for multitrack mixes using statistical analysis of MIR and textual features
Colonel J and Reiss J
147th Audio Engineering Society International Convention 2019.
01-01-2019 - Exploring Feature Representation and Training strategies in Temporal Action Localization.
Xie T, Yang X, Zhang T, Xu C and Patras I
Corr vol. abs/1905.10608
01-01-2019 - Evaluating structure learning algorithms with a balanced scoring function.
Constantinou AC
Corr vol. abs/1905.12666
01-01-2019 - End-to-end probabilistic inference for nonstationary audio analysis
Wilkinson WJ, Andersen MR, Reiss JD, Stowell D and Solin A
36th International Conference on Machine Learning, ICML 2019. vol. 2019-June, 11751-11760.
01-01-2019 - Designing spaces and soundscapes. Integrating sonic previews in architectural modelling applications
Milo A and Reiss JD
Proceedings of the International Congress on Acoustics. vol. 2019-September, 4138-4145.
01-01-2019 - Deep Mixture of MRFs for Human Pose Estimation
Marras I, Palasek P and Patras I
Lecture Notes in Computer Science. vol. 11363, 717-733.
01-01-2019 - Automatic mixing level balancing enhanced through source interference identification
Moffat D and Sandler MB
AES 146th International Convention.
01-01-2019 - Automatic Music Transcription: An Overview
BENETOS E, DIXON S, Duan Z and EWERT S
Ieee Signal Processing Magazine, Institute of Electrical and Electronics Engineers vol. 36 (1), 20-30.
01-01-2019 - An automatic mixing system for multitrack spatialization for stereo based on unmasking and best panning practices
Tom A, Reiss J and Depalle P
AES 146th International Convention.
01-01-2019 - An automated approach to the application of reverberation
Moffat D and Sandler MB
147th Audio Engineering Society International Convention 2019.
01-01-2019 - Alone versus In-a-group: A Multi-modal Framework for Automatic Affect Recognition.
Mou W, Gunes H and Patras I
Acm Trans. Multim. Comput. Commun. Appl. vol. 15, 47:1-47:1.
01-01-2019 - Alignment and timeline construction for incomplete analogue audience recordings of historical live music concerts
Wilmering T, Thalmann F and Sandler MB
147th Audio Engineering Society International Convention 2019.
01-01-2019 - Accuracy of perceived distance in VR using verbal descriptors
McArthur A, Stewart R and Sandler M
Proceedings of the AES International Conference. vol. 2019-March
01-01-2019