Prof Mark Sandler

Mark Sandler
FREng, FIEEE, FIET, FAES

Professor of Signal Processing
Director of The Centre for Digital Music

School of Electronic Engineering and Computer Science
Queen Mary University of London
ORCID Scopus Google Scholar LinkedIn

Research

Music & Audio Signal Processing, Music Informatics, Mathematics of Deep Learning, Sound Synthesis, Musical Source Separation, AI and Creativity

Interests

Digital Signal Processing, Machine Learning and Deep Learning especially for Audio and Music. Topics include: Digital Music & Digital Audio; Audio Segmentation; Harmonic Analysis; Source Separation; Neural Audio; Audio Synthesis; Physics-informed Neural Networks.

In the past I have done research in many areas in audio and music. These include: fractal and chaotic audio modelling, digital audio power amplification, sigma-delta modulation (SDM) for Digital to Analogue Conversion (DACs), immersive and surround sound (including ambisonic to binaural conversion, perceptual evaluation), high order all-pole modelling of musical instruments, drum synthesis, efficient architectures for EQ, music recommendation and play listing, key and chord analysis, vocal imitation for browsing of sound sample collections, linked data for music informatics and music cultural heritage.

I also spent around 10 years working in Computer Vision. Topics included several multi-processor architectures for high throughput processing, edge detection and thinning, Hough Transform for parametric detection of curves and lines in images, optical flow techniques.

Publications

solid heart iconPublications of specific relevance to the Centre for Multimodal AI

2024

bullet iconTECHNIQUES FOR DIGITAL POWER AMPLIFICATION
SANDLER M
Reproduced Sound 1987 5 Nov 1987 - 8 Nov 1987
20-05-2024
bullet iconHIGH ORDER LPC ANALYSIS/SYNTHESIS OF ATONAL PERCUSSION
SANDLER MB
Reproduced Sound 1988 3 Nov 1988 - 6 Nov 1988
09-05-2024
bullet iconNOISE SHAPING AND PWM FOR POWER D/A CONVERSION
GOLDBERG J and SANDLER M
RS 5
02-05-2024
bullet iconFLEXIBLE RESYNTHESIS OF ACOUSTIC DRUMS
SANDLER M
Reproduced Sound 1990
22-04-2024
bullet iconCOMPARISON OF PWM MODULATION TECHNIQUES FOR DIGITAL POWER AMPLIFIERS
GOLDBERG J and SANDLER M
Reproduced Sound 1990
22-04-2024
Relevant PublicationTOWARDS EFFICIENT MODELLING OF STRING DYNAMICS: A COMPARISON OF STATE SPACE AND KOOPMAN BASED DEEP LEARNING METHODS
Diaz R, De La Vega Martin C and Sandler M
Proceedings of the International Conference on Digital Audio Effects, DAFx., 200-207.  
01-01-2024

2023

bullet iconA manifesto for Intelligent Experiences
Hemment D, Simperl E, Sandler M, Kennedy H, Benford S and Manghani S
The New Real, University of Edinburgh vol. 1 (1) 
24-11-2023
Relevant PublicationPolar Manhattan Displacement: measuring tonal distances between chords based on intervallic content
Miller J, Pauwels J and Sandler M
24th International Society for Music Information Retrieval Conference Milan, Italy 5 Nov 2023 - 9 Nov 2023
04-11-2023
Relevant PublicationLeveraging synthetic data for improving chamber ensemble separation
Sarkar S, Thorpe L, Benetos E and Sandler M
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) New Paltz, New York, USA 22 Oct 2023 - 25 Oct 2023
22-10-2023
Relevant PublicationDifferentiable Modelling of Percussive Audio with Transient and Spectral Synthesis
Shier J, Caspe F, Robertson A, Sandler M, Mcpherson A and Saitis C
10th Convention of the European Acoustics Association (Forum Acusticum) 11 Sep 2023 - 15 Sep 2023
11-09-2023
Relevant PublicationPhysical Modelling of Stiff Membrane Vibration using Neural Networks with Spectral Convolution Layers
De La Vega Martin C and Sandler M
Forum Acusticum 2023 Torino, Italy 11 Sep 2023 - 15 Sep 2023
10-09-2023
Relevant PublicationFM Tone Transfer with Envelope Learning
Caspe F, Mcpherson A and Sandler M
AudioMostly 2023 Edinburgh 30 Aug 2023 - 1 Sep 2023
10-08-2023
Relevant PublicationRigid-Body Sound Synthesis with Differentiable Modal Resonators
Diaz R, Hayes B, Saitis C, Fazekas G and Sandler M
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.  
10-06-2023
bullet iconInteractive Neural Resonators
Diaz Fernandez R, Saitis C and Sandler M
International Conference on New Interfaces for Musical Expression
31-05-2023
Relevant PublicationComputing ecosystems: neural networks and embedded hardware platforms
Pelinski Ramos T, Caspe F, Mcpherson A and Sandler M
CHI 2023 Hamburg, Germany 23 May 2023 - 28 May 2023
22-04-2023
Relevant PublicationPreface
Bestagini P, Dixon S, Liang B, Richard G, Sarti A, Antonacci F and Sandler M
24th International Society For Music Information Retrieval Conference, Ismir 2023 - Proceedings, xi-xvi.  
01-01-2023
bullet iconExploring experience and expertise in the context of preference for spatial sound treatment in immersive environments
McArthur A, Johnston A, Sandler M, Ferguson S and Stewart R
International Conference on Spatial and Immersive Audio 2023., 461-468.  
01-01-2023

2022

Relevant PublicationEnsembleSet: A new high-quality synthesised dataset for chamber ensemble separation
Sarkar S, Benetos E and Sandler M
23rd International Society for Music Information Retrieval Conference (ISMIR) Bengaluru, India 5 Dec 2022 - 8 Dec 2022
08-12-2022
Relevant PublicationDDX7: Differentiable FM Synthesis of Musical Instrument Sounds
Caspe F, Mcpherson A and Sandler M
23rd International Society for Music Information Retrieval Conference (ISMIR 2022) Bengaluru, India 4 Dec 2022 - 8 Dec 2022
04-12-2022
Relevant PublicationImproving Balance in Automatic Chord Recognition with Random Forests
Miller J, O'Hanlon K and Sandler MB
2022 30th European Signal Processing Conference (EUSIPCO)., 244-248.  
29-08-2022
Relevant PublicationTransfer Learning for Violinist Identification
Zhao Y, Fazekas G and Sandler M
2022 30th European Signal Processing Conference (EUSIPCO)., 239-243.  
29-08-2022
Relevant PublicationViolinist Identification Using Note-Level Timbre Feature Distributions
Zhao Y, Fazekas G and Sandler M
2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 2022-May, 601-605.  
01-04-2022
Relevant PublicationDeep Embeddings for Robust User-Based Amateur Vocal Percussion Classification
Delgado A, Demirel E, Subramanian V, Saitis C and Sandler M
19th Sound and Music Computing Conferences., 123-130.  
01-01-2022
Relevant PublicationDeveloping an interactive drum model: Using the discrete cosine transform
Kirby T and Sandler M
Proceedings of the International Congress on Acoustics
01-01-2022

2021

Relevant PublicationReal-time binaural room modelling for augmented reality applications
Yeoward C, Shukla R, Stewart R, Sandler M and Reiss J
Journal of The Audio Engineering Society, Audio Engineering Society 
08-11-2021
Relevant PublicationVocal Harmony Separation using Time-domain Neural Networks
Sarkar S, Benetos E and Sandler M
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH) Brno, Czech Republic 30 Aug 2021 - 3 Sep 2021., 3515-3519.  
30-08-2021
Relevant PublicationViolinist identification based on vibrato features
Zhao Y, Wang C, Fazekas G, Benetos E and Sandler M
29th European Signal Processing Conference (EUSIPCO) 23 Aug 2021 - 27 Aug 2021., 381-385.  
23-08-2021
Relevant PublicationDiscovering Common Practice: Using Graph Theory to Compare Harmonic Sequences in Musical Audio Collections
Miller J, Nicosia V and Sandler M
8th International Conference on Digital Libraries for Musicology., 93-97.  
28-07-2021
Relevant PublicationThe evolution of drum modes with strike intensity: Analysis and synthesis using the discrete cosine transforma)
Kirby T and Sandler M
The Journal of The Acoustical Society of America, Acoustical Society of America (Asa) vol. 150 (1), 202-214.  
01-07-2021
Relevant PublicationUser HRTF Selection for 3D Auditory Mixed Reality
Shukla R, Stewart R and Sandler M
Sound and Music Computing Conference Online 29 Jun 2021 - 1 Jul 2021
30-06-2021
Relevant PublicationAnomalous behaviour in loss-gradient based interpretability methods
Subramanian V, Gururani S, Benetos E and Sandler M
RobustML workshop paper at ICLR 2021
07-05-2021
Relevant PublicationFifthNet: Structured Compact Neural Networks for Automatic Chord Recognition
OHanlon K and Sandler MB
Ieee/Acm Transactions On Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (Ieee) vol. 29, 2671-2682.  
09-04-2021
Relevant PublicationPhoneme Mappings for Online Vocal Percussion Transcription
Delgado A, Saitis C and Sandler M
151st Audio Engineering Society Convention 2021., 129-138.  
01-01-2021
Relevant PublicationLearning Models for Query by Vocal Percussion: A Comparative Study
Delgado A, McDonald ST, Xu N, Saitis C and Sandler M
ICMC 2021 - Proceedings of the International Computer Music Conference 2021., 166-171.  
01-01-2021

2020

Relevant PublicationThe Sense of Auditory Presence in a Choir for Virtual Reality
Bryce L, Sandler M, Serafin S and Andersen L
149th Conference of the Audio Engineering Society New York
25-10-2020
Relevant PublicationSpectral and Temporal Timbral Cues of Vocal Imitations of Drum Sounds
Delgado Luezas A, Saitis C and Sandler M
2nd International Conference on Timbre
04-09-2020
Relevant PublicationIdentifying master violinists using note-level audio features
Zhao Y, Fazekas G and Sandler M
17th Sound and Music Computing Conference 24 Jun 2020 - 27 Jun 2020. vol. 2020-June, 185-192.  
24-06-2020
Relevant PublicationThe Fifthnet Chroma Extractor
Hanlon KO and Sandler MB
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 3752-3756.  
08-05-2020
Relevant PublicationA Study on the Transferability of Adversarial Attacks in Sound Event Classification
SUBRAMANIAN V, Pankajakshan A, Benetos E, Xu N, McDonald S and Sandler M
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) Barcelona, Spain 4 May 2020 - 8 May 2020., 301-305.  
04-05-2020
Relevant PublicationClassification of origin with feature selection and network construction for folk tunes
Metzig C, Gould M, Noronha R, Abbey R, Sandler M and Colijn C
Pattern Recognition Letters, Elsevier vol. 133, 356-364.  
01-05-2020
Relevant PublicationOnline visibility graphs: Encoding visibility in a binary search tree
Fano Yela D, Thalmann F, Nicosia V, Stowell D and Sandler M
Physical Review Research, American Physical Society (Aps) vol. 2 (2) 
23-04-2020
Relevant PublicationThe Challenge: From MPEG Intellectual Property Rights Ontologies to Smart Contracts and Blockchains
KUDUMAKIS P, WILMERING T, Sandler M, Rodríguez-Doncel V, Boch L and Delgado J
Ieee: Signal Processing Magazine, Institute of Electrical and Electronics Engineers vol. 37 (2), 89-95.  
26-02-2020
Relevant PublicationA History of Audio Effects
WILMERING T, MOFFAT DJ, Milo A and Sandler M
Applied Sciences, Mdpi Ag vol. 10 (3) 
22-01-2020
Relevant PublicationADVANCED FOURIER DECOMPOSITION FOR REALISTIC DRUM SYNTHESIS
Kirby T and Sandler M
Proceedings of the International Conference on Digital Audio Effects, DAFx. vol. 1, 155-162.  
01-01-2020
Relevant PublicationMULTIDIMENSIONAL SIMILARITY MODELLING OF COMPLEX DRUM LOOPS USING THE GROOVETOOLBOX
Bruford F, Lartillot O, McDonald ST and Sandler M
Proceedings of the 21st International Society for Music Information Retrieval Conference, ISMIR 2020., 717-725.  
01-01-2020
Relevant PublicationA METHOD FOR ANALYSIS OF SHARED STRUCTURE IN LARGE MUSIC COLLECTIONS USING TECHNIQUES FROM GENETIC SEQUENCING AND GRAPH THEORY
Thalmann F, Yoshii K, Wilmering T, Wiggins GA and Sandler MB
Proceedings of the 21st International Society for Music Information Retrieval Conference, ISMIR 2020., 343-350.  
01-01-2020

2019

Relevant PublicationRepresenting 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
Relevant PublicationJoin 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
Relevant Publicationmoodplay.github.io: an online collaborative music player
Thalmann F, Allik A, Metzig C and Sandler M
Web Audio Conference Trondheim
04-12-2019
Relevant Publication20 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
Relevant PublicationRobustness 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
Relevant PublicationAlignment 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
Relevant PublicationApproaches in Intelligent Music Production
Moffat D and Sandler M
Arts, Mdpi Ag vol. 8 (4) 
25-09-2019
Relevant PublicationGuitar String Separation Using Non-Negative Matrix Factorization and Factor Deconvolution
Senvaityte D, Pauwels J and Sandler M
Audio Mostly 2019
18-09-2019
Relevant PublicationA 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
Relevant PublicationModelling 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
Relevant PublicationQuery-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
Relevant PublicationErratum: 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
Relevant PublicationVocal 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
Relevant PublicationTransfer 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
Relevant PublicationMPEG 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
Relevant PublicationFinding 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
Relevant PublicationComparing 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
Relevant PublicationPiano 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
Relevant PublicationA 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
Relevant PublicationReal-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
Relevant PublicationSemantic 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
Relevant PublicationSemantic 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
Relevant PublicationReversible 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
Relevant PublicationSpectral 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
Relevant PublicationGroove 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
Relevant PublicationAccuracy 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
Relevant PublicationAutomatic mixing level balancing enhanced through source interference identification
Moffat D and Sandler MB
AES 146th International Convention
01-01-2019
Relevant PublicationMachine learning multitrack gain mixing of drums
Moffat D and Sandler MB
147th Audio Engineering Society International Convention 2019
01-01-2019
Relevant PublicationAn automated approach to the application of reverberation
Moffat D and Sandler MB
147th Audio Engineering Society International Convention 2019
01-01-2019
Relevant PublicationAlignment 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

2018

Relevant PublicationCultural 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
Relevant PublicationExploration 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
Relevant PublicationA 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
Relevant Publicationpywebaudioplayer: 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
Relevant PublicationSimilarity 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
Relevant PublicationPiano 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
Relevant PublicationTowards 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
Relevant PublicationUser 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
Relevant PublicationRecommending 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
Relevant PublicationMeasurement, 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
Relevant PublicationDoes 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
Relevant PublicationImproved 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
Relevant PublicationShift-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
Relevant PublicationThe 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
Relevant PublicationA 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
Relevant PublicationEnabling Interactive and Interoperable Semantic Music Applications
KUDUMAKIS P, Corral García J, Barbancho I, J. Tardón L and SANDLER M
In Springer Handbook of Systematic Musicology, Springer, Berlin, Heidelberg 911-921. Editors: Bader R. 
01-01-2018
Relevant PublicationMusicLynx
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
Relevant PublicationA 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
Relevant PublicationPerception 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
Relevant PublicationAdaptive 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

2017

Relevant PublicationDynamic temporal behaviour of the keyboard action on the Hammond organ and its perceptual significance
MORO G, MCPHERSON A and SANDLER M
Journal of The Acoustical Society of America, Acoustical Society of America 
10-11-2017
Relevant PublicationTransfer learning for music classification and regression tasks
CHOI K, FAZEKAS G, SANDLER M and Kyunghyun C
The 18th International Society of Music Information Retrieval (ISMIR) Conference
23-10-2017
Relevant PublicationAn Augmented Lagrangian Method for Piano Transcription Using Equal Loudness Thresholding and LSTM-Based Decoding
Ewert S and Sandler MB
2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)., 146-150.  
01-10-2017
Relevant PublicationAn Archival Echo
White B, Mehrabi A and Sandler MB
Proceedings of the 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences., 1-4.  
23-08-2017
Relevant PublicationDistance in audio for VR
McArthur A, Sandler M and Stewart R
Proceedings of the 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences., 1-7.  
23-08-2017
Relevant PublicationTowards a Framework for the Discovery of Collections of Live Music Recordings and Artefacts on the Semantic Web
WILMERING T, THALMANN FLORIAN and SANDLER M
3rd Web Audio Conference Queen Mary University of London
21-08-2017
Relevant PublicationExploring Musical Expression on the Web: Deforming, Exaggerating, and Blending Decomposed Recordings
THALMANN FLORIAN, EWERT SEBASTIAN and SANDLER MARK
3rd Web Audio Conference Queen Mary University of London
21-08-2017
Relevant PublicationTRACKING METRICAL STRUCTURE CHANGES WITH SPARSE-NMF
Quinton E, Dixon S, Sandler M and O'Hanlon KO
2017 IEEE International Conference on Acoustics, Speech and Signal Processing
19-06-2017
Relevant PublicationImproved template-based chord recognition using the CRP feature
O'Hanlon KO, Ewert S, Pauwels J and Sandler M
2017 IEEE Conference on Acoustics, Speech and Signal Processing
19-06-2017
Relevant PublicationStructured dropout for weak label and multi-instance learning and its application to score-informed source separation
Ewert S and Sandler MB
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings., 2277-2281.  
16-06-2017
Relevant PublicationSounds too true to be good: diegetic infidelity–the case for sound in virtual reality
McArthur A, Stewart R and Sandler M
Journal of Media Practice vol. 18 (1), 26-40.  
19-05-2017
Relevant PublicationInterference Reduction in Music Recordings Combining Kernel Additive Modelling and Non-Negative Matrix Factorization
Yela DF, Ewert S, FitzGerald D and Sandler M
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 51-55.  
01-03-2017
Relevant PublicationVocal imitation of synthesised sounds varying in pitch, loudness and spectral centroid
MEHRABI A, Dixon S and Sandler
Journal of The Acoustical Society of America, Acoustical Society of America vol. 141 (2), 783-796.  
13-02-2017
Relevant PublicationOn the importance of temporal context in proximity kernels: A vocal separation case study
Yela DF, Ewert S, Fitzgerald D and Sandler M
Proceedings of the AES International Conference. vol. 22-24-June-2017, 13-20.  
01-01-2017
Relevant PublicationPiano Pedaller: A Measurement System for Classification and Visualisation of Piano Pedalling Techniques
Liang B, Fazekas G, McPherson A and Sandler M
Proc. of the International Conference on New Interfaces for Musical Expression (NIME), May 15-18, Copenhagen, Denmark., 325-329.  
01-01-2017
Relevant PublicationConfidence Measures and Their Applications in Music Labelling Systems Based on Hidden Markov Models
Pauwels J, O hanlon K, Fazekas G and Sandler M
Proc. 18th International Society for Music Information Retrieval Conference (ISMIR), Oct. 23-27, Suzhou, China., 279-279.  
01-01-2017
Relevant PublicationRecognition of Piano Pedalling Techniques Using Gesture Data
Liang B, Fazekas G and Sandler M
Proceeding Proc. of the ACM 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences, Aug. 23-26, London, United Kingdom
01-01-2017
Relevant PublicationBridging Fan Communities and Facilitating Access to Music Archives through Semantic Audio Applications
Wilmering T, Thalmann F, Fazekas G and Sandler M
Proc. 143 Convention of the Audio Engineering Society, (e-Brief) Oct. 18-12, New York, USA
01-01-2017
Relevant PublicationDetection of Piano Pedaling Techniques on the Sustain Pedal
Liang B, Fazekas G and Sandler M
Proc. 143 Convention of the Audio Engineering Society, Oct. 18-12, New York, USA
01-01-2017

2016

Relevant PublicationConvolutional Recurrent Neural Networks for Music Classification
Choi K, Fazekas G, Sandler M and Cho K
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) New Orleans, USA., 2392-2396.  
21-12-2016
Relevant PublicationDMRN+11: Digital Music Research Network Workshop Proceedings 2016
Kudumakis P and Sandler M
DMRN+11: Digital Music Research Network Workshop 2016 Queen Mary University of London, London, UK 20 Dec 2016. Editors: KUDUMAKIS P and Sandler M. 
20-12-2016
Relevant PublicationAutomatic Detection of Metrical Structure Changes
SANDLER MB, quinton E, o'hanlon K and 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
Relevant PublicationClassification of Piano Pedaling Techniques Using Gesture Data from a Non-Intrusive Measurement System
LIANG B, fazekas G, mcpherson A and 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
Relevant PublicationTowards Music Structural Segmentation Across Genres: Features, Structural Hypotheses and Annotation Principles
TIAN M and Sandler MARKB
Acm Transactions On Intelligent Systems and Technology 
02-11-2016
Relevant PublicationTowards a comprehensive dataset of vocal imitations of drum sounds
MEHRABI A, Dixon S and Sandler M
2nd AES Workshop on Intelligent Music Production
12-09-2016
Relevant PublicationPiano Transcription in the Studio Using an Extensible Alternating Directions Framework
Ewert S and Sandler M
Ieee/Acm Transactions On Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (Ieee) vol. 24 (11), 1983-1997.  
18-08-2016
Relevant PublicationCompositional Chroma Estimation Using Powered Euclidean Distance
O'Hanlon K and Sandler MB
2016 24th European Signal Processing Conference (EUSIPCO)., 1237-1241.  
01-08-2016
Relevant PublicationAN ITERATIVE HARD THRESHOLDING APPROACH TO l(0) SPARSE HELLINGER NMF
O'Hanlon K, Sandler MB and IEEE
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 4737-4741.  
19-05-2016
Relevant PublicationText-based LSTM networks for Automatic Music Composition
CHOI K, sandler M and fazekas G
Conference on Computer Simulation of Musical Creativity Huddersfield, UK 17 Jun 2016 - 19 Jun 2016
18-04-2016
Relevant PublicationESTIMATION OF THE RELIABILITY OF MULTIPLE RHYTHM FEATURES EXTRACTION FROM A SINGLE DESCRIPTOR
QUINTON E, Sandler M and Dixon S
IEEE International Conference on Acoustics Speech and Signal Processing
01-04-2016
Relevant PublicationGenre-Adaptive Semantic Computing and Audio-Based Modelling for Music Mood Annotation
Saari P, Fazekas G, Eerola T, Barthet M, Lartillot , O S and M
Ieee Transactions On Affective Computing (Tac) vol. 7, 122-135.  
01-01-2016
Relevant PublicationThe Semantic Music Player: A Smart Mobile Player Based on Ontological Structures and Analytical Feature Metadata
Thalmann F, Perez Carillo A, Fazekas G and Sandler M
Proc. Web Audio Conference WAC-2016, April 4–6, Atlanta, USA
01-01-2016
Relevant PublicationThe Mobile Audio Ontology: Experiencing Dynamic Music Objects on Mobile Devices
Thalmann F, Carrillo G, Wiggins GA and Sandler M
IEEE International Conference on Semantic Computing (ICSC), Feb. 4-6, Laguna Hills, CA, USA., 47-54.  
01-01-2016
Relevant PublicationGeolocation Adaptive Music Player
Carrillo A, Thalmann F, Fazekas G and Sandler M
Proc. Web Audio Conference WAC-2016, April 4–6, Atlanta, USA
01-01-2016
Relevant PublicationmyMoodplay: An interactive mood-based music discovery app
Allik A, Fazekas G, Barthet M and Sandler M
Proc. of the 2nd Web Audio Conference (WAC), April 4–6, Atlanta, Georgia, USA.
01-01-2016
Relevant PublicationA 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 and Sandler M
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
01-01-2016
Relevant PublicationCrossroads: Interactive Music Systems Transforming Performance, Production and Listening
Barthet M, Fazekas G, Thalmann F, Sandler M and Wiggins GA
Proc. ACM Conference on Human Factors in Computing Systems (CHI), May 7–12, San Jose, CA, USA.
01-01-2016
Relevant PublicationMusic structural segmentation across genres with Gammatone features
Tian M and Sandler MB
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016., 561-567.  
01-01-2016
Relevant PublicationAutomatic Tagging Using Deep Convolutional Neural Networks
Choi K, Fazekas G and 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
Relevant PublicationTowards Playlist Generation Algorithms Using RNNs Trained on Within-Track Transitions
Choi K, Fazekas G and 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
Relevant PublicationScore-Informed Identification of Missing and Extra Notes in Piano Recordings
Ewert S, Wang S, Müller M and Sandler M
Proceedings of the International Society for Music Information Retrieval Conference (ISMIR)., 30-36.  
01-01-2016
Relevant PublicationGrateful Live: Mixing Multiple Recordings of a Dead Performance into an Immersive Experience
Wilmering T, Thalmann F and Sandler MB
Proceedings of the Audio Engineering Society Convention 141
01-01-2016
Relevant PublicationCreating, Visualizing, and Analyzing Dynamic Music Objects in the Browser with the Dymo Designer
Thalmann F, Fazekas G, Wiggins GA and Sandler M
Proc. ACM Audio Mostly Conference, Oct. 4-6, Norrköping, Sweden., 39-46.  
01-01-2016
Relevant PublicationFrom interactive to adaptive mood-based music listening experiences in social or personal context
Barthet M, Fazekas G, Allik A, Thalmann F and Sandler M
Journal of The Audio Engineering Society vol. 64, 673-682.  
01-01-2016
Relevant PublicationInterdisciplinary classification of audio effects in the audio effect ontology
Wilmering T and Sandler MB
CEUR Workshop Proceedings. vol. 1690 
01-01-2016
Relevant PublicationProc. Metadata and Semantics Research (MTSR), Nov. 22-25, Göttingen, Germany
Mora-Mcginity M, Allik A, Fazekas G and Sandler M
 
01-01-2016
Relevant PublicationThe Semantic Web, proc. of the 15th International Semantic Web Conference (ISWC), Oct. 17–21, Kobe, Japan
Wilmering T, Fazekas G and Sandler M
 
01-01-2016
Relevant PublicationMusicWeb: Music discovery with open linked semantic metadata
Mora-McGinity M, Allik A, Fazekas G and Sandler M
Communications in Computer and Information Science. vol. 672, 291-296.  
01-01-2016
Relevant PublicationA Higher-Dimensional Expansion of Affective Norms for English Terms for Music Tagging
Buccoli M, Zanoni M, Fazekas G, Sarti A and 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
Relevant PublicationAn Ontology for Audio Features
Allik A, Fazekas G and 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

2015

Relevant PublicationEXTRACTION OF METRICAL STRUCTURE FROM MUSIC RECORDINGS
QUINTON E, Harte C and Sandler M
International Conference On Digital Audio Effects 
06-12-2015
Relevant PublicationAuralisation of Deep Convolutional Neural Networks: Listening to Learned Features
CHOI K, Fazekas G, sandler MARK and Kim J
International Society for Music Information Retrieval Conference Malaga, Spain 26 Oct 2015 - 30 Oct 2015
30-10-2015
Relevant PublicationA concise taxonomy for describing data as an art material.
FREEMAN J, SANDLER M, WIGGINS G and STARKS G
IEEE VIS Chicago, Illinois 25 Oct 2015 - 30 Oct 2015., 22-29.  
26-10-2015
Relevant PublicationGeoLocation-Adaptive Music Player
perez carillo A, THALMANN FS, Wilmering T and sandler M
International Society for Music Information Retrieval Conference (ISMIR)
26-10-2015
Relevant PublicationVOCAL IMITATION OF PITCH, SPECTRAL SHAPE AND LOUDNESS ENVELOPES
MEHRABI A, Dixon S and Sandler M
International Society for Music Information Retrieval Conference Malaga, Spain 25 Oct 2015 - 30 Oct 2015
25-10-2015
Relevant PublicationNon-negative matrix factorisation incorporating greedy Hellinger sparse coding applied to polyphonic music transcription
O'Hanlon K, Sandler M and Plumbley MD
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 2214-2218.  
04-08-2015
Relevant PublicationA Dynamic Programming Variant of Non-Negative Matrix Deconvolution for the Transcription of Struck String Instruments
Ewert S, Plumbley MD and Sandler M
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 569-573.  
01-04-2015
Relevant PublicationOn the Use of the Tempogram to Describe Audio Content and its Application to Music Structural Segmentation
Tian M, Fazekas G, Black DAA and Sandler M
Proc. of the 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), 19-24 April, Brisbane, Australia
01-01-2015
Relevant PublicationMoodplay: an interactive mood-based musical experience
Barthet M, Fazekas G, Allik A and Sandler M
Proc. of the ACM Audio Mostly International Conference, 7-9 Oct. Thessaloniki, Greece.
01-01-2015
Relevant PublicationAudio effects data on the semantic web
Wilmering T, Fazekas G, Allik A and Sandler MB
139th Audio Engineering Society International Convention, AES 2015
01-01-2015
Relevant PublicationSpatially Rendering Decomposed Recordings - Integrating Score-Informed Source Separation and Semantic Playback Technologies
Thalmann F, Ewert S, Sandler M and Wiggins GA
International Society for Music Information Retrieval Conference (ISMIR) - Late-Breaking Session., 2-2.  
01-01-2015
Relevant PublicationUnderstanding Music Playlists
Choi K, Fazekas G and Sandler M
International Conference on Machine Learning (ICML), Machine Learning for Music Discovery Workshop, 6-11 July, Lille, France
01-01-2015
Relevant PublicationNavigating Ontological Structures based on Feature Metadata Using the Semantic Music Player
Thalmann F, Carrillo A, Fazekas G, Wiggins GA and Sandler M
Proc. of the 16th International Society for Music Information Retrieval (ISMIR-15) conference, Late-breaking session, Oct. 26-30, Malaga, Spain
01-01-2015
Relevant PublicationTraining-based Semantic Descriptors modeling for violin quality sound characterization
Zanoni M, Setragno F, Antonacci F, Sarti A, Fazekas G and Sandler M
Proceedings of the 138th Convention of the Audio Engineering Society (AES), 7-10 May, Warsaw, Poland.
01-01-2015
Relevant PublicationOn comparison of phase alignments of harmonic components
Xue W, Xiaoyan L and Sandler M
DAFx 2015 - Proceedings of the 18th International Conference on Digital Audio Effects
01-01-2015
Relevant PublicationON THE USE OF THE TEMPOGRAM TO DESCRIBE AUDIO CONTENT AND ITS APPLICATION TO MUSIC STRUCTURAL SEGMENTATION
Tian M, Fazekas G, Black DAA and Sandler M
2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP)., 419-423.  
01-01-2015
Relevant PublicationNON-NEGATIVE MATRIX FACTORISATION INCORPORATING GREEDY HELLINGER SPARSE CODING APPLIED TO POLYPHONIC MUSIC TRANSCRIPTION
O'Hanlon K, Sandler M and Plumbley MD
2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP)., 2214-2218.  
01-01-2015
Relevant PublicationA DYNAMIC PROGRAMMING VARIANT OF NON-NEGATIVE MATRIX DECONVOLUTION FOR THE TRANSCRIPTION OF STRUCK STRING INSTRUMENTS
Ewert S, Plumbley MD and Sandler M
2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP)., 569-573.  
01-01-2015

2014

Relevant PublicationNovel Methods in Facilitating Audience and Performer Interaction Using the Mood Conductor Framework
Fazekas G, BARTHET M and Sandler MB
Lecture Notes in Computer Science, Springer-Verlag vol. 8905 (Sound, Music, and Motion), 122-147.  
05-12-2014
Relevant PublicationAccounting for phase cancellations in non-negative matrix factorization using weighted distances
Ewert S, PLUMBLEY MD and Sandler M
Acoustics, Speech and Signal Processing (ICASSP) Florence, Italy 4 May 2014 - 9 May 2014., 649-653.  
04-05-2014
Relevant PublicationA Study of Instrument-Wise Onset Detection in Beijing Opera Percussion Ensembles
Tian M, Srinivasamurthy A, Sandler M and Serra X
2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 2159-2163.  
01-05-2014
Relevant PublicationMPEG-M: A digital media ecosystem for interoperable applications
Kudumakis P, Sandler M, Anadiotis ACG, Venieris IS, Difino A, Wang X, Tropea G, Grafl M, Rodríguez-Doncel V, Llorente S and Delgado J
Signal Processing: Image Communication vol. 29 (1), 150-166.  
01-01-2014
Relevant PublicationThe mathematics of mixing
Terrell M, Simpson A and Sandler M
Aes: Journal of The Audio Engineering Society vol. 62 (1-2), 4-13.  
01-01-2014
Relevant PublicationA Semantic Web approach to pattern discovery in data and music
Hargreaves S, Wiggins G and Sandler M
Proceedings of The Aes International Conference, 97-106.  
01-01-2014
Relevant PublicationCreating an audio effects database on the Semantic Web
Wilmering T and Sandler MB
Proceedings of the AES International Conference., 337-338.  
01-01-2014
Relevant PublicationA framework for automatic ontology generation based on semantic audio analysis
Kolozali S, Fazekas G, Barthet M and Sandler M
Proc. of the AES 53rd International Conference on Semantic Audio, Jan, 26-29., London, UK
01-01-2014
Relevant PublicationNovel Methods in Facilitating Audience and Performer Interaction using the Mood Conductor Framework
Fazekas G, Barthet M and Sandler M
Editors: Aramaki M, Kronland-Martinet R and Ystad S. 
01-01-2014
Relevant PublicationSelection of audio features for music emotion recognition using production music
Baume C, Fazekas G, Barthet M, Martson D and Sandler M
Proc. of the AES 53rd International Conference on Semantic Audio, Jan, 26-29., London, UK
01-01-2014
Relevant PublicationEvaluation and Improvement of the Mood Conductor Interactive System
Lou T, Barthet M, Fazekas G and Sandler M
Proc. of the AES 53rd International Conference on Semantic Audio, Jan, 26-29., London, UK
01-01-2014
Relevant PublicationInteractive music applications by MPEG-A support in Sonic Visualiser
García JC, Taglialatela C, Kudumakis P, Tardón LJ, Barbancho I and Sandler M
53rd AES International Conference on "Semantic Audio" London, UK
01-01-2014
Relevant PublicationMetadata features that affect artificial reverberator intensity
Bussey C, Terrell M, Rahman R and Sandler M
Proceedings of the AES International Conference., 271-277.  
01-01-2014
Relevant PublicationDesign and Evaluation of Onset Detectors Using Different Fusion Policies
Tian M, Fazekas G, Black DAA and Sandler M
Presented at the 15th International Society of Music Information Retrieval (ISMIR) Conference, Oct 27-31, 2014, Taipei, Taiwan
01-01-2014

2013

Relevant PublicationAn HTML5 Interactive (MPEG-A IM AF) Music Player
Herrero G, Kudumakis P, Tardon LJ, Barbancho I and Sandler M
10th International Symposium on Computer Music Multidisciplinary Research (CMMR'13) Marseille, France., 562-569.  
01-10-2013
Relevant PublicationA perceptual audio mixing device
Terrell MJ, Simpson AJR and Sandler MT
134th Audio Engineering Society Convention 2013., 408-416.  
09-09-2013
Relevant PublicationFast Additive Sinusoidal Synthesis With a Subband Sinusoidal Method
Wen X and Sandler M
Ieee Signal Processing Letters vol. 20 (5), 467-470.  
01-01-2013
Relevant PublicationSyncopation and the score.
Song C, Simpson AJR, Harte CA, Pearce MT and Sandler MB
Plos One vol. 8 (9) 
01-01-2013
Relevant PublicationAutomatic Ontology Generation for Musical Instruments Based on Audio Analysis
Kolozali S, Barthet M, Fazekas G and Sandler M
Ieee Transactions On Audio Speech and Language Processing vol. 21 (10), 1-14.  
01-01-2013
Relevant PublicationTowards the Representation of Chinese Traditional Music: A State of the Art Review of Music Metadata Standards
Tian M, Fazekas G, Black DAA and Sandler M
Proc. of The Dcmi International Conference On Dublin Core and Metadata Applications (Dc-2013), 2-6, September, Lisbon, Portugal, 71-81.  
01-01-2013
Relevant PublicationMusic Emotion Recognition: From Content- to Context-Based Models
Barthet M, Fazekas G and Sandler M
228-252.  
01-01-2013
Relevant PublicationEFFICIENT DATA ADAPTION FOR MUSICAL SOURCE SEPARATION METHODS BASED ON PARAMETRIC MODELS
Ewert S, Mueller M and Sandler M
2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP)., 46-50.  
01-01-2013
Relevant PublicationAudio Effect Classification Based on Auditory Perceptual Attributes
Wilmering T, Fazekas G and Sandler M
Proc. of the 135th Convention of the Audio Engineering Society, New York, NY, USA.
01-01-2013
Relevant PublicationMood Conductor: Emotion-Driven Interactive Music Performance
Fazekas G, Barthet M and Sandler MB
2013 HUMAINE ASSOCIATION CONFERENCE ON AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION (ACII)., 726-726.  
01-01-2013
Relevant PublicationDEMO PAPER: THE BBC DESKTOP JUKEBOX MUSIC RECOMMENDATION SYSTEM: A LARGE SCALE TRIAL WITH PROFESSIONAL USERS
Fazekas G, Barthet M and Sandler MB
ELECTRONIC PROCEEDINGS OF THE 2013 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO WORKSHOPS (ICMEW)
01-01-2013
Relevant PublicationDESCRIBING AUDIO PRODUCTION WORKFLOWS ON THE SEMANTIC WEB
Fazekas G and Sandler MB
2013 14TH INTERNATIONAL WORKSHOP ON IMAGE ANALYSIS FOR MULTIMEDIA INTERACTIVE SERVICES (WIAMIS)
01-01-2013
Relevant PublicationFacilitating Music Information Research with Shared Open Vocabularies
Allik A, Fazekas G, Dixon S and Sandler M
SEMANTIC WEB: ESWC 2013 SATELLITE EVENTS. vol. 7955, 178-183.  
01-01-2013
Relevant PublicationA Shared Vocabulary for Audio Features
Allik A, Fazekas G, Dixon S and Sandler M
SEMANTIC WEB: ESWC 2013 SATELLITE EVENTS. vol. 7955, 285-286.  
01-01-2013
Relevant PublicationSemantic models of musical mood: Comparison between crowd-sourced and curated editorial tags
Saari P, Barthet M, Fazekas G, Eerola T and Sandler M
Proc. of the IEEE International Conference on Multimedia & Expo (ICME2013) International Workshop on Affective Analysis in Multimedia (AAM), 15-19 July 2013, San Jose, CA, USA
01-01-2013
Relevant PublicationThe Role of Audio and Tags in Music Mood Prediction: a Study Using Semantic Layer Projection
Saari P, Eerola T, Fazekas G, Barthet M, Lartillot O and Sandler M
Proc. of the 14th International Society for Music Information Retrieval Conference, ISMIR’13, November 4-8, Curitiba, Brazil. Editors: Britto ASJ, Gouyon F and Dixon S. 
01-01-2013
Relevant PublicationThe Audio Effects Ontology
Wilmering T, Fazekas G and Sandler M
Proc. of the 14th International Society for Music Information Retrieval Conference, ISMIR’13, November 4-8, Curitiba, Brazil. Editors: Britto ASJ, Gouyon F and Dixon S. 
01-01-2013
Relevant PublicationA Study of Cultural Dependence of Perceived Mood in Greek Music
Kosta K, Song Y, Fazekas G and Sandler M
Proc. of the 14th International Society for Music Information Retrieval Conference, ISMIR’13, November 4-8, Curitiba, Brazil., 317-322. Editors: Britto ASJ, Gouyon F and Dixon S. 
01-01-2013
Relevant PublicationDesign and evaluation of semantic mood models for music recommendation
Barthet M, Marston D, Baume C, Fazekas G and Sandler M
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013., 421-426.  
01-01-2013

2012

Relevant PublicationReal-time implementation of glasberg & moore's loudness model for time-varying sounds
Burdiel E, Vetter L, Simpson AJR, Terrell MJ, Mcpherson A and Sandler M
133rd Audio Engineering Society Convention 2012, AES 2012. vol. 1, 107-115.  
01-12-2012
Relevant PublicationDrumkit transcription via convolutive NMF
Lindsay-Smith H, McDonald S and Sandler M
15th International Conference on Digital Audio Effects, DAFx 2012 Proceedings
01-12-2012
Relevant PublicationTechnology Trends in Auto Engineering A report by the AES Technical Council
Rumsey F, Schulein B, Herre J, Kelly M, Ackerman D, Lacinak C, , Martz S, Someya K, Zurek B, Kelloniemi A, Smith JM, Peltier C, Brixen EB, Hamasaki K, Kamekawa T, Mayo A, Stroud R, Nind T, , et al.
Journal of The Audio Engineering Society vol. 60 (1-2), 90-107.  
01-01-2012
Relevant PublicationAn Offline, Automatic Mixing Method for Live Music, Incorporating Multiple Sources, Loudspeakers, and Room Effects
Terrell M and Sandler M
Computer Music Journal vol. 36 (2), 37-54.  
01-01-2012
Relevant PublicationStructural Segmentation of Multitrack Audio
Sandler M, Hargreaves S and Klapuri A
Ieee Transactions On Audio, Speech and Language Processing vol. 20 (10), 2637-2647.  
01-01-2012
Relevant PublicationSpatial Auditory Display
Stewart R and Sandler M
Journal of The Audio Engineering Society vol. 60 (11), 936-946.  
01-01-2012
Relevant PublicationHigh level semantic metadata for the control of multitrack adaptive audio effects
Wilmering T, Fazekas G and Sandler M
Proc. of the 133rd Convention of the Audio Engineering Society, San Francisco, CA, USA
01-01-2012
Relevant PublicationKnowledge Representation Issues in Audio-Related Metadata Model Design
Fazekas G and Sandler M
Proc. of the 133rd Convention of the Audio Engineering Society, San Francisco, CA, USA
01-01-2012
Relevant PublicationAn offline, automatic mixing method for live music, incorporating multiple sources, loudspeakers, and room effects
Terrell M and Sandler M
Computer Music Journal vol. 36 (2), 37-54.  
01-01-2012
Relevant PublicationEvaluation of the Music Ontology Framework
Raimond Y and Sandler M
Lecture Notes in Computer Science. vol. 7295, 255-269.  
01-01-2012
Relevant PublicationDrumkit transcription via convolutive NMF
Lindsay-Smith H, McDonald S and Sandler M
Proceedings of the International Conference on Digital Audio Effects, DAFx
01-01-2012

2011

Relevant PublicationUser driven, local model, reclassification of drum loop audio slices
Smith HL, McDonald S and Sandler M
130th Audio Engineering Society Convention 2011. vol. 1, 396-402.  
01-12-2011
Relevant PublicationDereverberation of musical instrument recordings for improved note onset detection and instrument recognition
Wilmering T, Barthet M and Sandler MB
131st Audio Engineering Society Convention 2011. vol. 2, 723-732.  
01-12-2011
Relevant PublicationThe studio ontology framework
Fazekas G and Sandler MB
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011., 471-476.  
01-12-2011
Relevant PublicationMPEG-M: Multimedia Service Platform Technologies
Kudumakis P, Wang X, Matone S and Sandler M
Ieee Signal Proc Mag vol. 28 (6), 159-163.  
01-11-2011
Relevant PublicationAnalysis and Exploitation of Musician Social Networks for Recommendation and Discovery
Fields B, Jacobson K, Rhodes C, d'Inverno M, Sandler M and Casey M
Ieee Transactions On Multimedia vol. 13 (4), 674-686.  
01-08-2011
Relevant PublicationInteractive Music Applications and Standards
Stewart R, Kudumakis P and Sandler M
Lecture Notes in Computer Science vol. 6684, 20-30.  
01-08-2011
Relevant PublicationAn Auditory Display in Playlist Generation [Mobile applications]
Stewart R and Sandler M
Ieee Signal Proc Mag vol. 28 (4), 14-23.  
01-07-2011
Relevant PublicationTHE AMBLR: A MOBILE SPATIAL AUDIO MUSIC BROWSER
Stewart R and Sandler M
2011 IEEE International Conference on Multimedia and Expo. vol. 1, 1-6.  
01-07-2011
Relevant PublicationMusicology for the masses: Situating new audio technologies for musicology and music education
Stowell D, Barthet M, Dixon S and Sandler M
Digital Engagement 2011 Newcastle 15 Nov 2011 - 17 Nov 2011
01-01-2011
Relevant PublicationSpeech/Music Discrimination in Audio Podcast Using Structural Segmentation and Timbre Recognition
Barthet M, Hargreaves S and Sandler M
EXPLORING MUSIC CONTENTS. vol. 6684, 138-162.  
01-01-2011
Relevant PublicationTowards ontological representations of digital audio effects
Wilmering T, Fazekas G and Sandler MB
Proceedings of the International Conference on Digital Audio Effects, DAFx., 119-122.  
01-01-2011
Relevant PublicationKnowledge representation issues in musical instrument ontology design
Kolozali S, Fazekas G, Barthet M and Sandler M
Proc. of the 12th International Society for Music Information Retrieval (ISMIR’11) conference, 24-28 Oct., Miami, Florida, USA
01-01-2011
Relevant PublicationTowards the automatic generation of a Semantic Web ontology for musical instruments
Kolozali S, Barthet M, Fazekas G and Sandler M
 
01-01-2011
Relevant PublicationDeep Learning and Its Applications to Signal and Information Processing [Exploratory DSP]
Yu D and Deng L
Ieee Signal Processing Magazine, Institute of Electrical and Electronics Engineers (Ieee) vol. 28 (1), 145-154.  
01-01-2011
Relevant PublicationThe MPEG Interactive Music Application Format Standard
Jang I, Kudumakis P, Sandler M and Kang K
Ieee Signal Proc Mag vol. 28 (1), 150-154.  
01-01-2011

2010

Relevant PublicationOptimising the controls of a homogeneous loudspeaker array
Terrell M and Sandler M
129th Audio Engineering Society Convention 2010. vol. 1, 320-328.  
01-12-2010
Relevant PublicationOn the effect of reverberation on musical instrument automatic recognition
Barthet M and Sandler M
128th Audio Engineering Society Convention 2010. vol. 1, 658-665.  
01-12-2010
Relevant PublicationSonic visualiser
Cannam C, Landone C and Sandler M
Proceedings of the 18th ACM international conference on Multimedia., 1467-1468.  
25-10-2010
Relevant PublicationSource-Filter Modeling in the Sinusoid Domain
Wen X and Sandler M
J Audio Eng Soc vol. 58 (10), 795-808.  
01-10-2010
Relevant PublicationRDFx: Audio Effects Utilising Musical Metadata
Wilmering T and Sandler M
2010 IEEE Fourth International Conference on Semantic Computing. vol. 1, 452-453.  
01-09-2010
Relevant PublicationSegmentation and discovery of podcast content
Hargreaves S, Landone C, Sandler M and Kudumakis P
128th Audio Engineering Society Convention London, UK
01-05-2010
Relevant PublicationTowards a Distributed Research Environment for Music Informatics and Computational Musicology
Dixon S, Sandler M, d'Inverno M and Rhodes C
J New Music Res vol. 39 (4), 291-294.  
01-01-2010
Relevant PublicationAn Overview of Semantic Web Activities in the OMRAS2 Project
Fazekas G, Raimond Y, Jacobson K and Sandler M
J New Music Res vol. 39 (4), 295-311.  
01-01-2010
Relevant PublicationLinked Data and You: Bringing Music Research Software into the Semantic Web
Cannam C, Sandler M, Jewell MO, Rhodes C and d'Inverno M
J New Music Res vol. 39 (4), 313-325.  
01-01-2010
Relevant PublicationDATABASE OF OMNIDIRECTIONAL AND B-FORMAT ROOM IMPULSE RESPONSES
Stewart R and Sandler M
2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING., 165-168.  
01-01-2010
Relevant PublicationDigital Audio Effects
Sarti A, Zoelzer U, Serra X, Sandler M and Godsill S
Eurasip J Adv Sig Pr 
01-01-2010
Relevant PublicationAutomatic Noise Gate Settings for Drum Recordings Containing Bleed from Secondary Sources
Terrell M, Reiss JD and Sandler M
Eurasip J Adv Sig Pr 
01-01-2010
Relevant PublicationThe effects of reverberation on onset detection tasks
Wilmering T, Fazekas G and Sandler M
in Proceedings of the 128th Convention of the Audio Engineering Society, London
01-01-2010
Relevant PublicationOn the Characterization of Slowly Varying Sinusoids
Wen X and Sandler M
Eurasip J Audio Spee 
01-01-2010

2009

Relevant PublicationGenerating a spatial average reverberation tail across multiple impulse responses
Stewart R and Sandler M
Proceedings of the AES International Conference
01-12-2009
Relevant PublicationAdditive and multiplicative reestimation schemes for the sinusoid modeling of audio
Xue W and Sandler M
European Signal Processing Conference., 904-908.  
01-12-2009
Relevant PublicationSource-filter modeling in sinusoid domain
Xue W and Sandler M
126th Audio Engineering Society Convention 2009. vol. 3, 1268-1292.  
01-12-2009
Relevant PublicationAn ecosystem for transparent music similarity in an openworld
Jacobson K, Raimond Y and Sandler M
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009., 33-38.  
01-12-2009
Relevant PublicationMusic Information Retrieval Using Social Tags and Audio
Levy M and Sandler M
Ieee Transactions On Multimedia vol. 11 (3), 383-395.  
01-04-2009
Relevant PublicationInterlinking Music-Related Data on the Web
Raimond Y, Sutton C and Sandler M
Ieee Multimedia vol. 16 (2), 52-63.  
01-04-2009
Relevant PublicationMusically Meaningful or Just Noise? An Analysis of On-line Artist Networks
Jacobson K and Sandler M
COMPUTER MUSIC MODELING AND RETRIEVAL. vol. 5493, 107-118. Editors: Ystad S, KronlandMartinet R and Jensen K. 
01-01-2009
Relevant PublicationPublishing Music Similarity Features on the Semantic Web
Tidhar D, Fazekas G, Kolozali S and Sandler M
Proc. of the 10th International Society for Music Information Retrieval (ISMIR-09) conference, Oct., Kobe, Japan
01-01-2009
Relevant PublicationComposite spectrogram using multiple Fourier transforms
Wen X and Sandler M
Iet Signal Process vol. 3 (1), 51-63.  
01-01-2009
Relevant PublicationNotes on model-based non-stationary sinusoid estimation methods using derivatives
Xue W and Sandler M
Proceedings of the International Conference on Digital Audio Effects, DAFx., 113-120.  
01-01-2009
Relevant PublicationOntology based information management in music production
Fazekas G and Sandler M
Proc. 126th Convention of the Audio Engineering Society, Munich, Germany
01-01-2009
Relevant PublicationNovel methods in information management for advanced audio workflows
Fazekas G and Sandler M
Proc. of the 12th International Conference on Digital Audio Effects (DAFx-09), Como, Italy
01-01-2009
Relevant PublicationInfluences of Signal Processing, Tone Profiles, and Chord Progressions on a Model for Estimating the Musical Key from Audio
Noland K and Sandler M
Comput Music J vol. 33 (1), 42-56.  
01-01-2009

2008

Relevant PublicationUsing audio analysis and network structure to identify communities in on-line social networks of artists
Jacobson K, Sandler M and Fields B
ISMIR 2008 - 9th International Conference on Music Information Retrieval., 269-274.  
01-12-2008
Relevant PublicationThe effects of lossy audio encoding on onset detection tasks
Jacobson K, Davies M and Sandler M
Audio Engineering Society - 125th Audio Engineering Society Convention 2008. vol. 1, 281-288.  
01-12-2008
Relevant PublicationThe effects of lossy audio encoding on genre classification tasks
Jacobson K, Fields B, Sandler M and Casey M
Audio Engineering Society - 124th Audio Engineering Society Convention 2008. vol. 2, 975-977.  
01-12-2008
Relevant PublicationAnalysis and synthesis of audio vibrato using harmonic sinusoids
Xue W and Sandler M
Audio Engineering Society - 124th Audio Engineering Society Convention 2008. vol. 2, 1035-1057.  
01-12-2008
Relevant PublicationAutomatic interlinking of music datasets on the Semantic Web
Raimond Y, Sutton C and Sandler M
CEUR Workshop Proceedings. vol. 369 
01-12-2008
Relevant PublicationA Web of musical information
Raimond Y and Sandler M
ISMIR 2008 - 9th International Conference on Music Information Retrieval., 263-268.  
01-12-2008
Relevant PublicationDetection and Removal of Limit Cycles in Sigma Delta Modulators
Reiss JD and Sandler M
Ieee T Circuits-I vol. 55 (10), 3119-3130.  
01-11-2008
Relevant PublicationStructural segmentation of musical audio by constrained clustering
Levy M and Sandler M
Ieee Transactions On Audio, Speech and Language Processing vol. 16 (2), 318-326.  
01-02-2008
Relevant PublicationIntroduction to the special issue on music information retrieval
Slaney M, Ellis DPW, Sandler M, Goto M and Goodwin MM
Ieee T Audio Speech vol. 16 (2), 253-254.  
01-02-2008
Relevant PublicationLearning Latent Semantic Models for Music from Social Tags
Levy M and Sandler M
J New Music Res vol. 37 (2), 137-150.  
01-01-2008
Relevant Publication3D interactive environment for music collection navigation
Stewart R, Levy M and Sandler M
Proceedings of the International Conference on Digital Audio Effects, DAFx., 13-17.  
01-01-2008
Relevant PublicationDo you sound like your friends? exploring artist similarity via artist social network relationships and audio signal processing
Fields B, Casey M, Jacobson K and Sandler M
International Computer Music Conference, ICMC 2008
01-01-2008
Relevant PublicationEvaluating parameters of time-varying sinusoids by demodulation
Xue W and Sandler M
Proceedings of the International Conference on Digital Audio Effects, DAFx., 51-54.  
01-01-2008
Relevant PublicationA framework for producing rich musical metadata in creative music production
Fazekas G, Raimond Y and Sandler M
Proc. of the 125th Convention of the Audio Engineering Society, San Francisco, USA
01-01-2008

2007

Relevant PublicationReal-time panning convolution reverberation
Stewart R and Sandler M
Audio Engineering Society - 123rd Audio Engineering Society Convention 2007. vol. 3, 1345-1353.  
01-12-2007
Relevant PublicationThe music ontology
Raimond Y, Abdallah S, Sandler M and Giasson F
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007., 417-422.  
01-12-2007
Relevant PublicationTowards textual annotation of rhythmic style in electronic dance music
Jacobson K, Davies M and Sandler M
Audio Engineering Society - 123rd Audio Engineering Society Convention 2007. vol. 2, 1056-1060.  
01-12-2007
Relevant PublicationUsing the Semantic Web for enhanced audio experiences
Raimond Y and Sandler M
Audio Engineering Society - 123rd Audio Engineering Society Convention 2007. vol. 1, 418-429.  
01-12-2007
Relevant PublicationA semantic space for music derived from social tags
Levy M and Sandler M
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007., 411-416.  
01-12-2007
Relevant PublicationCalculation of radix-2 discrete multiresolution Fourier transform
Wen X and Sandler M
Signal Process vol. 87 (10), 2455-2460.  
01-10-2007
Relevant PublicationA distributed data space for music-related information
Raimond Y, Sutton C and Sandler M
Workshop on multimedia information retrieval on The many faces of multimedia semantics., 81-89.  
28-09-2007
Relevant PublicationInteracting with Digital Music
Sandler M
J New Music Res vol. 36 (3), 227-239.  
01-09-2007
Relevant PublicationSignal Processing Parameters for Tonality Estimation
SANDLER MB and Noland K
Proceedings of AES 122nd Convention, Vienna, 2007
05-05-2007
Relevant PublicationAutomatic Rhythm Modification of Drum Loops
SANDLER MB, Bello JP and Ravelli E
Ieee Signal Processing Letters vol. 14 No 4, 228-231.  
01-04-2007
Relevant PublicationIntelligent editing of studio recordings with the help of automatic music structure extraction
Fazekas G and Sandler M
Proc. of the 122nd Convention of the Audio Engineering Society, Vienna, Austria
01-01-2007
Relevant PublicationStatistical measures of early reflections of room impulse responses
Stewart R and Sandler M
Proceedings of the International Conference on Digital Audio Effects, DAFx., 59-62.  
01-01-2007
Relevant PublicationNew Audio Editor Functionality Using Harmonic Sinusoids
SANDLER MB and Wen X
Proceedings of AES 122nd Convention, Vienna 2007
01-01-2007
Relevant PublicationSinusoid modeling in a harmonic context
Xue W and Sandler M
Proceedings of the International Conference on Digital Audio Effects, DAFx., 33-40.  
01-01-2007
Relevant PublicationStructural decomposition of recorded vocal performances and its application to intelligent audio editing
Fazekas G and Sandler M
Proc. of the 123rd Convention of the Audio Engineering Society, New York, USA
01-01-2007
Relevant PublicationSignal-based music searching and browsing
Sandler MB and Levy M
ICCE: 2007 DIGEST OF TECHNICAL PAPERS INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS., 1-2.  
01-01-2007
Relevant PublicationA comparison of timbral and harmonic music segmentation algorithms
Levy M, Noland K and Sandler M
2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol IV, Pts 1-3., 1433-1436.  
01-01-2007

2006

Relevant PublicationInteracting with Digital Music
SANDLER MB
Philips Symposium on Intelligent Applications, Keynote Talk, December 6, 2006
06-12-2006
Relevant PublicationA Scalable Framework for Multimedia Knowledge Managment in Semantic Multimedia
Lalmas M, SANDLER MB, Raimond Y and Abdallah S
Proceedings of the First International Conference on Semantics and Digital Media Technologies, SAMT 2006, Athen, Greece, December 6-8, 2006
06-12-2006
Relevant PublicationUsing duration models to reduce fragmentation in audio segmentation
Abdallah S, Sandler M, Rhodes C and Casey M
Mach Learn vol. 65 (2-3), 485-515.  
01-12-2006
Relevant PublicationAutomatic piano transcription using frequency and time-domain information
Bello JP, Daudet L and Sandler MB
Ieee T Audio Speech vol. 14 (6), 2242-2251.  
01-11-2006
Relevant PublicationThe Sonic Visualiser: A Visualisation Platform for Semantic Descriptors from Musical Signals
SANDLER MB, Bello JP, Landone C and Cannam C
Proceedings of the 7th International Conference on Music Information Retrieval [ISMIR'06], Victoria, Canada, October 2006
01-10-2006
Relevant PublicationLightweight Measures for Timbral Similarity of Musical Audio
SANDLER MB and Levy M
Proceedings of ACM Multimedia, Santa Barbara, October 2006
01-10-2006
Relevant PublicationLouis Blumberg - In memoriam
Sandler M
Samj S Afr Med J vol. 96 (10), 1048-1048.  
01-10-2006
Relevant PublicationDetecting Harmonic Change in Musical Audio
SANDLER MB and Harte C
Proceedings of ACM Multimedia, Santa Barbara, October 2006
01-10-2006
Relevant PublicationKey Estimation Using a Hidden Markov Model
SANDLER MB and Noland K
Proceedings of the 7th International Conference on Music Information Retrieval [ISMIR'06]. Victorica, Canada, October 2006
01-10-2006
Relevant PublicationSource Extraction from Two-Channel Mixtures by Joint Cosine Packet Analysis
Davies ME, PLUMBLEY MD, Sandler MB and Nesbit A
Proceedings of the 14th European Signal Processing Conference (EUSIPCO 2006), Florence, Italy, Septemer 4-8, 2006
04-09-2006
Relevant PublicationScalable audio coding for compression and loss resilient streaming
Sandler M and Black D
Iee P-Vis Image Sign vol. 153 (3), 331-339.  
01-06-2006
Relevant PublicationError Compensation in Modeling Time-Varying Sinusoids
SANDLER MB and Wen X
Proceedings of DAFx'06, Montreal, 2006
01-01-2006
Relevant PublicationA Voicing Decision Driven Forward Error Correction Scheme For Voice Over IP Applications
SANDLER MB and Black D
Proceedings of EUSIPCO 2006
01-01-2006
Relevant PublicationNew Methods in Structural Segmentation of Musical Audio
SANDLER MB and Levy M
Proceedings of EUSIPCO 2006
01-01-2006
Relevant PublicationScalable framework for multimedia knowledge management
Raimond Y, Abdallah SA, Sandler M and Lalmas M
Semantic Multimedia, Proceedings. vol. 4306, 11-25. Editors: Avrithis Y, Kompatsiaris Y, Staab S and OConnor NE. 
01-01-2006
Relevant PublicationA Markov-chain Monte-Carlo approach to musical audio segmentation
Rhodes C, Casey M, Abdallah S and Sandler M
2006 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-13., 5655-5658.  
01-01-2006
Relevant PublicationApplication of Segmentation an dThumbnailing to Music Browsing and Searching
SANDLER MB and Levy M
Proceedings of AES 120th Convention 2006
01-01-2006
Relevant PublicationLinear predictive models for musical instrument identification
Chetry N and Sandler M
2006 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-13., 5083-5086.  
01-01-2006
Relevant PublicationExtraction of high-level musical structure from audio data and its application to thumbnail generation
Levy M, Sandler M and Casey M
2006 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-13., 4871-4874.  
01-01-2006
Relevant PublicationAn Ontology-Based Approach to Information Management for Music Analysis Systems
SANDLER MB, Raimond Y and Abdallah S
Proceedings of the 120th AES Convention 2006
01-01-2006
Relevant PublicationDrum sound analysis for the manipulation of rhythm in drum loops
Bello JP, Ravelli E and Sandler MB
2006 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-13., 5091-5094.  
01-01-2006

2005

Relevant PublicationThe way it sounds: Timbre models for analysis and retrieval of music signals
Aucouturier JJ, Pachet F and Sandler M
Ieee T Multimedia vol. 7 (6), 1028-1035.  
01-12-2005
Relevant PublicationA tutorial on onset detection in music signals
Bello JP, Daudet L, Abdallah S, Duxbury C, Davies M and Sandler MB
Ieee T Speech Audi P vol. 13 (5), 1035-1047.  
01-09-2005
Relevant PublicationIdentification of Monophonic Instrument of Monophonic Instrument Recordings Using K-Means and Support Vector Machines
Davies ME, SANDLER MB and Chetry ND
1st Digital Music Research Network Conference, Glasgow, July 2005
01-07-2005
Relevant PublicationA Mechanism for the Detection and Removal of Limit Cycles in the Operation of Sigma Delta Modulators
Sandler MB and REISS J
Advanced A/D andD/A Conversion Techniques and Their Applications, ADDA. Limerick, July 2005
01-07-2005
Relevant PublicationDescription of limit cycles in sigma-delta modulators
Reefman D, Reiss J, Janssen E and Sandler M
Ieee T Circuits-I vol. 52 (6), 1211-1223.  
01-06-2005
Relevant PublicationAutomatic Chord Identification Using a Quantised Chromagram
SANDLER MB and Harte C
118th AES Convention, Barcelona, 29 May 2005
29-05-2005
Relevant PublicationTranscribing Piano Recordings Using Signal Novelty
SANDLER MB and Xue W
118th AES Convention, Barcelona, 29 May 2005
29-05-2005
Relevant PublicationMusical Instrument Identification Using LSF and K-Means
SANDLER MB and Chetry N
118th AES Convention, Barcelona - 29 May 2005
29-05-2005
Relevant PublicationSymbolic Representation of Musical Chords: A Proposed Syntax for Text Annotation
SANDLER MB, Abdallah S, Harte C and Gomez E
Proceedings of 6th International Conference on Music Information Retrieval, ISMIR 2005
01-01-2005
Relevant PublicationTheory and Evaluation of a Bayesian Music Structure Extractor
SANDLER MB, Abdallah S, Noland K, Rhodes C and Casey M
Proceedings of 6th International Conference on Music Information Retrieval, ISMIR 2005
01-01-2005
Relevant PublicationOn learning mixtures of heavy-tailed distributions
Dasgupta A, Hopcroft J, Kleinberg J and Sandler M
46th Annual IEEE Symposium on Foundations of Computer Science, Proceedings., 491-500.  
01-01-2005
Relevant PublicationFast Implementation for Non-Linear Time-Scaling of Stereo Signals
SANDLER MB, Bello JP and Ravelli E
Proceedings 8th International Conference on Digital Audio Effects, DAFx 2005
01-01-2005
Relevant PublicationA Partial Searching Algorithm and Its Application for Polyphonic Music Transcription
SANDLER MB and Xue W
Proceedings of 6th International Conference on Music Information Retrieval, ISMIR 2005
01-01-2005
Relevant PublicationSimac: Sematic Interaction with Music Audio Contents
SANDLER MB, Bello JP, Serra X, Pauws S, Herrera P, Cano P, Pampalk E, Vignoli F, Celma O and Widmer G
Proceedings of the 2nd European Workshop on the Integration of Knowledge, Semantic and Digital Media Technologies, Savoy Place, London, 2005
01-01-2005

2004

Relevant PublicationCentre for Digital Music: Studio Report
SANDLER MB and Bello JP
ICMC'04, Miami, USA 2004
01-11-2004
Relevant PublicationLoss Resilient Scalable Audio Compression and Streaming
SANDLER MB and Black D
EWIMT, November 2004
01-11-2004
Relevant PublicationDescription of Limit Cycles in Feedback Sigma Delta Modulators
Sandler MB, REISS J, Reefman D and Jannsen E
117th Convention of the Audio Engineering Society, San Francisco, October 28-31, 2004
28-10-2004
Relevant PublicationA Comparison Between Fixed and Multiresolution analysis for Onset Detection in Musical Signals
Davies ME, SANDLER MB, Duxbury C and Bello JP
DAFx'04, Naples, Italy, October 2004
01-10-2004
Relevant PublicationOn the use of phase and energy for musical onset detection in the complex domain
Bello JP, Duxbury C, Davies M and Sandler M
Ieee Signal Proc Let vol. 11 (6), 553-556.  
01-06-2004
Relevant PublicationFeature Extractors for Music Information Retrieval: Noise Robustness
Davies ME, SANDLER MB and Paul-Taiwo A
116th Convention of the Audio Engineering Society, Berlin, May 8-11, 2004
08-05-2004
Relevant PublicationMDCT analysis of sinusoids: Exact results and applications to coding artifacts reduction
Daudet L and Sandler M
Ieee T Speech Audi P vol. 12 (3), 302-312.  
01-05-2004
Relevant PublicationAudio Issues in MIR Evaluation
Sandler MB and REISS J
Proceedings of the 5th International Conference on Music Information Retrieval, Barcelona, Spain, 2004
01-01-2004
Relevant PublicationThe way it sounds: Timbre Models for Analysis and Retrieval of Polyphomic Music Signals
SANDLER MB and Aucouturier JJ
Ieee Trans Multimedia 
01-01-2004
Relevant PublicationAn Efficient Two-Stage Implementation of Harmonic Matching Pursuit
Davies ME, SANDLER MB, Chetry N and Duxbury C
EUSIPCO-04
01-01-2004
Relevant PublicationDigital Audio Effects Applied Directly on a DSD Bitstream
Sandler MB and REISS J
Proceedings of the 7th International Conference on Digital Audio Effects [DAFX-04], Napoli, Italy 2004
01-01-2004
Relevant PublicationThe Harmonic Content of a Limit Cycle in a DSD Bitstream
Sandler MB and REISS J
Proceedings of the Audio Engineering Society 116th Convention, Berlin, Germany, 2004
01-01-2004

2003

Relevant PublicationMatching Live Sources with Physical Models
PLUMBLEY MD, Sandler MB and Brossier P
Proceedings of the 6th Intenrtional Conference on Digital Audio Effects (DAFx-03), 8-11 September 2003
08-09-2003
Relevant PublicationThe Pitfalls in Benchmarking and Evaluation of Music Information Retrieval Systems
Sandler MB and REISS J
The 26th Annual Internaitonal ACM SIGIR Conference, Toronto, Canada, July 28 to August 1 2003
28-07-2003
Relevant PublicationPolyphonic score retrieval using polyphonic audio queries: A harmonic modeling approach
Pickens J, Bello JP, Monti G, Sandler M, Crawford T, Dovey M and Byrd D
JOURNAL OF NEW MUSIC RESEARCH. vol. 32 (2), 223-236.  
01-06-2003
Relevant PublicationA Combined Phase and Amplitude Based Approach to onset Detection for Audio Segmentation
Davies ME, SANDLER MB, Bello JP and Duxbury C
Proceedings of the 4th European Workshop on Image Analysis for Multimedia Interactive Services [WIAMIS-03], London, UK, April 9-11, 2003
09-04-2003
Relevant PublicationPhase-based Note Onset Detection for Music Signals
SANDLER MB and Bello JP
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing [ICASSP-03], Hong Kong, April 6-10, 2003
06-04-2003
Relevant PublicationThey Exist: Limit Cycles in High Order Sigma Delta Modulators
Sandler MB and REISS J
Presented at 114th Convention of the Audio Engineering Society, Amsterdam, The Netherlands, March 22-25, 2003
22-03-2003
Relevant PublicationReal-time Object-Based Coding
PLUMBLEY MD, Sandler MB and Brossier P
Proceedings of the 114th AES Convention, Amsterdam, March 2003
01-03-2003
Relevant PublicationTemporal Segmentation and Pre-Analysis for Non-Linear Time-Scaling of Audio
Davies ME, SANDLER MB and Duxbury C
Proceedings of AES 114th Convention in Amsterdam March 2003
01-03-2003
Relevant PublicationOptimised kd-tree indexing of multimedia data
Reiss JD, Selbie J and Sandler MB
Digital Media: Processing Multimedia Interactive Services., 47-52. Editors: Izquierdo E. 
01-01-2003
Relevant PublicationDither and Noise Modulation in Sigma Delta Modulators
Sandler M and REISS J
115th Convention of Audio Engineering Society
01-01-2003
Relevant PublicationFlip phenomena and co-existing attractors in an incremental actuator
Reiss J, Robert B, Alin F and Sandler M
2003 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY, VOLS 1 AND 2, PROCEEDINGS., 866-870.  
01-01-2003
Relevant PublicationPhase-based note onset detection for music signals
Bello JP and Sandler M
2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL V, PROCEEDINGS., 441-444.  
01-01-2003
Relevant PublicationPolyphonic Score Retrieval using Polyphonic Audio Queries: A Harmonic Modelling Approach
SANDLER MB, Monti G, Bello JP, Byrd D, Dovey M, Crawford T and Pickens J
Journal of New Music Research, 2003 vol. 2, 223-236.  
01-01-2003
Relevant PublicationA combined phase and amplitude based approach to onset detection for audio segmentation
Duxbury C, Bello JP, Davies M and Sandler M
Digital Media: Processing Multimedia Interactive Services., 275-280. Editors: Izquierdo E. 
01-01-2003
Relevant PublicationComplex domain onset detection for musical signals
Duxbury C, Bello JP, Davies M and Sandler M
DAFX-03: 6TH INTERNATIONAL CONFERENCE ON DIGITAL AUDIO EFFECTS, PROCEEDINGS., 90-93. Editors: Davies M. 
01-01-2003
Relevant PublicationEstimation of short term prediction parameters under lossy conditions
Black D and Sandler M
PROCEEDINGS OF THE 3RD IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY., 118-121.  
01-01-2003
Relevant PublicationNonlinear time series analysis of musical signals
Reiss JD and Sandler MB
DAFX-03: 6TH INTERNATIONAL CONFERENCE ON DIGITAL AUDIO EFFECTS, PROCEEDINGS., 24-28. Editors: Davies M. 
01-01-2003
Relevant PublicationAnalysis of the Nonlinear Dynamics of the Electric Step Motor
SANDLER MB, Reiss J, Robert B and Alin F
IEEE ICIT [International Conference on Industrial Technology] 2003
01-01-2003
Relevant PublicationIssues in Audio: Representations and File Formats for Music Digital Libraries [invited]
SANDLER MB and Reiss J
4th Annual International Conference on Music Information Retrieval [ISMIR 2003]
01-01-2003

2002

Relevant PublicationMusic Analysis and Recognition
SANDLER MB
MPCA Workshop, Leuven, Belgium 15 November 2002
15-11-2002
Relevant PublicationBeyond Recall and Precision: A Full Framework for MIR System Evaluation
Sandler MB and REISS J
Presented at the 3rd Annual International Symposium on Music Information Retrieval, Paris, France, October 17, 2002
17-10-2002
Relevant PublicationImplementation of Digital Audio Effects on Wavelet-Coded Signals
SANDLER MB, Daudet L and Darlington D
5th International Workshop on Digital Audio Effects, DAFx 02, Hamburg, September 26-8, 2002
26-09-2002
Relevant PublicationAutomatic Polyphonic Piano Note Extraction using Fuzzy Logic in a Blackboard System
SANDLER MB and Monti G
5th International Workshop on Digital Audio Effects, DAFx 02, Hamburg, September 26-8 2002
26-09-2002
Relevant PublicationA Hybrid Approach to Musical Note Onset Detection
Davies ME, SANDLER MB and Duxbury C
5th International Workshop on Digital Audio Effects, DAFx 02, Hamburg, September 26-8, 2002
26-09-2002
Relevant PublicationLinear Filtering in the Wavelet Domain
SANDLER MB, Daudet L and Darlington D
Second International Workshop on Spectral Methods and Multirate Signal Processing (SMMSP) September 7-8, 2002, Toulouse, France
07-09-2002
Relevant PublicationAutomatic music transcription and audio source separation
Plumbley MD, Abdallah SA, Bello JP, Davies ME, Monti G and Sandler MB
CYBERNETICS AND SYSTEMS. vol. 33 (6), 603-627.  
01-09-2002
Relevant PublicationSystolic multiple-output multipliers for digital signal processing and computer vision
da Fontoura Costa L and Sandler MB
1991 IEEE International Symposium on Circuits and Systems (ISCAS)
06-08-2002
Relevant PublicationA fast thinning algorithm based on image compression
Hayat L, Naqvi A and Sandler MB
1991 IEEE International Symposium on Circuits and Systems (ISCAS)
06-08-2002
Relevant PublicationBenchmarking Music Information Retrieval Systems
Sandler MB and REISS J
Presented at the JCDL Workshop on the Creation of Standardized Test Collections, Tasks and Metrics for Music Informational Retrieval [MIR] and Music Digital Library [MDL] Evaluation, Portland, Oregon, July 18, 2002
18-07-2002
Relevant PublicationPolyphonic Score Retrieval Using Polyphonic Audio Queries: A Harmonic Modeling Approach
SANDLER MB, Bello JP, Monti G, Pickens J, Crawford T, Byrd D and Dovey M
Journal of New Music Research vol. 31 (1), 223-236.  
01-06-2002
Relevant PublicationImproved Compression of DSD for Super Audio CD
Sandler MB, REISS J, Janssen E and Reefman D
Presented at 112th Convention of the Audio Engineering Society, Munich, Germany, May 10-13, 2002
10-05-2002
Relevant PublicationPitch Locking Monophonic Music Analysis
SANDLER MB and Monti G
112th Convention of the Audio Engineering Society, Munich, May 2002
01-05-2002
Relevant PublicationInternet Signal Processing a New Paradigm
SANDLER MB
IEEE ICASSP, Orlando, USA - May 2002
01-05-2002
Relevant PublicationImproved Time-Scaling of Musical Audio Using Phase Locking of Transients
Davies ME, SANDLER MB and Duxbury C
112th Convention of the Audio Engineering Society, Munich, May 2002
01-05-2002
Relevant PublicationTime-Domain Polyphonic Piano Transcription Using a Self-Generating Database
SANDLER MB, Daudet L and Bello-Correa JP
112th Convention of the Audio Engineering Society, Munich, May 2002
01-05-2002
Relevant PublicationScalable Audio Compression
SANDLER MB
EPSRC Theme Day, Institute of Acoustics Conference, Salford - 26th March 2002
26-03-2002
Relevant PublicationA detailed analysis of the nonlinear dynamics of the electric step motor
Reiss J, Alin F, Sandler M and Robert B
IEEE ICIT' 02: 2002 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY, VOLS I AND II, PROCEEDINGS., 1078-1083.  
01-01-2002
Relevant PublicationFinding repeating patterns in acoustic musical signals: Applications for audio thumbnailing.
Aucouturier JJ and Sandler M
VIRTUAL, SYNTHETIC, AND ENTERTAINMENT AUDIO., 412-421.  
01-01-2002
Relevant PublicationBitstream Signal Processing
SANDLER MB and Zoelzer U
In Dafx: Digital Audi Effects Ed. U. Zoelzer, Wiley 
01-01-2002
Relevant PublicationAudio representations on overcomplete sets
Daudet L, Sandler M and Torresani B
DSP 2002: 14TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING PROCEEDINGS, VOLS 1 AND 2., 583-586. Editors: Skodras AN and Constantinides AG. 
01-01-2002
Relevant PublicationApplications of Nonuniform Sampling to nonuniform Modulation
SANDLER MB and Marvasti F
In A/D and D/a Techniques in Nonuniform Sampling, Ed. F. Marvasti, Plenum Press 
01-01-2002
Relevant PublicationDIGITAL AUDIO EFFECTS IN THE WAVELET DOMAIN
Darlington D, Daudet L and Sandler M
Proceedings of the International Conference on Digital Audio Effects, DAFx., 7-12.  
01-01-2002

2001

Relevant PublicationSeparation of Transient Information in Musical Audio Using Multiresolution Analysis Techniques
Davies ME, SANDLER MB and Duxbury C
DAFx 2001, Limerick - 6-8 December 2001
06-12-2001
Relevant PublicationEfficient Compression of Oversampled 1-Bit Audio Signals
Sandler MB and REISS J
Presented at 111th Convention of the Audio Engineering Society, New York, NY, USA, 2001
01-11-2001
Relevant PublicationEfficient Multidimensional Searching Routines for Music Information Retrieval
Sandler MB, REISS J and Aucouturier J-J
Presented at 2nd Annual International Symposium on Music Information Retrieval, Bloomington, Indiana, USA, 2001
01-10-2001
Relevant PublicationUsing Long-Term Structure to Retrieve Music: Representation and Matching
SANDLER MB and Aucouturier JJ
2nd International Conference on Music Information Retrieval ISMIR 2001, Indiana, October 2001
01-10-2001
Relevant PublicationSpecial issue: Musical applications of digital signal processing - Introduction
Sandler M
J New Music Res vol. 30 (3), 201-202.  
01-09-2001
Relevant PublicationICA and Related Models Applied to Audio Analysis and Separation
Davies ME, PLUMBLEY MD, Sandler MB, Bello JP, Abdallah SA, Monti G and Klingseisen J
Proceedings of the Fourth International ICSC Symposium on Soft Computing and Intelligent Systems for Industry, Paisley, Scotland, June 26-29, 2001
26-06-2001
Relevant PublicationMultibit Chaotic Sigma Delta Modulation
Sandler MB and REISS J
Presented at Nonlinear Dynamics of Electronic Systems, Delft, The Netherlands, 2001
21-06-2001
Relevant PublicationThe benefits of multibit chaotic sigma delta modulation.
Reiss JD and Sandler MB
Chaos vol. 11 (2), 377-383.  
01-06-2001
Relevant PublicationSegmentation of Musical Signals using Hidden Markov Models
SANDLER MB and Aucouturier J
110th Convention of AES, Amsterdam, 12-15 May 2001
12-05-2001
Relevant PublicationSurround Sound Impact over Large Areas
SANDLER MB and Landone C
110th Convention of AES, Amsterdam 12-15 May 2001
12-05-2001
Relevant PublicationExploiting Chaos in Multibit Sigma Delta Modulation
Sandler MB and REISS J
Presented at European Conference on Circuit Theory and Design, Espoo, Finland, 2001
01-01-2001
Relevant PublicationPacket loss resilient, scalable audio compression and streaming for IP networks
Leslie B and Sandler M
SECOND INTERNATIONAL CONFERENCE ON 3G MOBILE COMMUNICATION TECHNOLOGIES., 119-123.  
01-01-2001
Relevant PublicationComputation of Generalized Mutual Information from Multichannel Audio Data
Sandler MB, REISS J and Mitianoudis N
Presented at 110th Convention of the Audio Engineering Society, Amsterdam, The Netherlands, 2001
01-01-2001
Relevant PublicationApplications of Nonuniform Sampling to Nonlinear Modulation, A/D and D/A Techniques
Marvasti F and Sandler M
In Nonuniform Sampling, Springer Nature 647-687.  
01-01-2001

2000

Relevant PublicationDigital amplification for consumer audio
Sandler M
Digest of Technical Papers - IEEE International Conference on Consumer Electronics., 402-403.  
03-12-2000
Relevant PublicationRegularized CDWT optical flow applied to moving-target detection in IR imagery
Castellano G, Boyce J and Sandler M
Machine Vision and Applications, Springer Nature vol. 11 (6), 277-288.  
01-05-2000
bullet iconLinear time-invariant systems in the wavelet domain
Sandier M
IEE Colloquium (Digest). (19), 117-122.  
29-02-2000
Relevant PublicationTECHNIQUES FOR AUTOMATIC MUSIC TRANSCRIPTION
Bello JP, Monti G and Sandler M
International Symposium on Music Information Retrieval, ISMIR 2000
01-01-2000
Relevant PublicationTime Domain Extraction of Vibrato from Monophonic Instruments
Bendor D and Sandler M
International Symposium on Music Information Retrieval, ISMIR 2000
01-01-2000
Relevant PublicationDigital music in the 21st century
Sandler M
Digest of Technical Papers - IEEE International Conference on Consumer Electronics., 412-413.  
01-01-2000
Relevant PublicationApplications of binaural processing to surround sound reproduction in large spaces
Landone C and Sandler M
2000 IEEE International Symposium on Circuits and Systems. Emerging Technologies for the 21st Century. Proceedings (IEEE Cat No.00CH36353). vol. 3 
01-01-2000
Relevant PublicationMONOPHONIC TRANSCRIPTION WITH AUTOCORRELATION
Monti G and Sandler M
Proceedings of the International Conference on Digital Audio Effects, DAFx
01-01-2000
Relevant PublicationBLACKBOARD SYSTEM AND TOP-DOWN PROCESSING FOR THE TRANSCRIPTION OF SIMPLE POLYPHONIC MUSIC
Bello JP and Sandler M
Proceedings of the International Conference on Digital Audio Effects, DAFx
01-01-2000

1999

Relevant PublicationInformation‐theoretic constraints on noise shaping networks with minimum noise power gain
Nawrocki R, Goldberg JM and Sandler MB
International Journal of Circuit Theory and Applications, Wiley vol. 27 (4), 437-441.  
01-07-1999
Relevant PublicationRe-optimisation of LPC filters for multi-pulsecoded excitation
Palomar DP, Price M and Sandler M
Electronics Letters, Institution of Engineering and Technology (Iet) vol. 35 (13), 1058-1059.  
24-06-1999
Relevant PublicationDigital-domain dithering of sigma-delta modulators using bit flipping
Magrath AJ and Sandler MB
Computer Standards & Interfaces, Elsevier vol. 21 (2) 
01-06-1999
Relevant PublicationInvestigation of a least squares method for high order filter synthesis
Price M and Sandler M
Proceedings - Ieee International Symposium On Circuits and Systems vol. 3 
01-01-1999
Relevant PublicationWavelet packet algorithm for 1-D data with no block end effects
Leslie B and Sandler M
Proceedings - Ieee International Symposium On Circuits and Systems vol. 3 
01-01-1999
Relevant PublicationMoving target detection in infrared imagery using a regularized CDWT optical flow
Castellano G, Boyce J and Sandler M
Proceedings IEEE Workshop on Computer Vision Beyond the Visible Spectrum: Methods and Applications (CVBVS'99)., 13-22.  
01-01-1999
Relevant Publication16 High Quality Audio Coding for Mobile Multimedia Communications
Sandler MB, Magrath AJ and Kudumakis P
In Insights Into Mobile Multimedia Communications, Elsevier 251-269.  
01-01-1999
Relevant PublicationISSUES IN PERFORMANCE PREDICTION OF SURROUND SYSTEMS IN SOUND REINFORCEMENT APPLICATIONS
Landone C and Sandler M
Proceedings of the International Conference on Digital Audio Effects, DAFx
01-01-1999

1998

Relevant PublicationAudio compression using wavelets
Leslie B and Sandler M
Iee Colloquium (Digest) (470) 
01-12-1998
Relevant Publication3-D sound systems: A computationally efficient binaural processor
Landone C and Sandler MB
Iee Colloquium (Digest) (470) 
01-12-1998
Relevant PublicationSynthesis and performance of a new class of implementation for high-order recursive digital filters
Price M, Waters M and Sandler M
Iee Proceedings - Vision Image and Signal Processing, Institution of Engineering and Technology (Iet) vol. 145 (2) 
01-01-1998
Relevant PublicationAudio compression using wavelets
Leslie B and Sandler M
IEE Colloquium on Audio and Music Technology: the Challenge of Creative DSP. vol. 1998, 2-2.  
01-01-1998
Relevant PublicationEncoding hidden data channels in sigma-delta bitstreams
Magrath AJ and Sandler MB
ISCAS '98. Proceedings of the 1998 IEEE International Symposium on Circuits and Systems (Cat. No.98CH36187). vol. 1 
01-01-1998
Relevant PublicationEfficient coding of linear predictive coefficients for wideband speech
Magrath AJ and Sandler MB
ISCAS '98. Proceedings of the 1998 IEEE International Symposium on Circuits and Systems (Cat. No.98CH36187). vol. 4 
01-01-1998
Relevant PublicationClassification of audio signals using statistical features on time and wavelet transform domains
Lambrou T, Kudumakis P, Speller R, Sandler M and Linney A
Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181). vol. 6 
01-01-1998
Relevant PublicationParametric Encoding of Line Spectral Pairs for Wideband Speech
Magrath AJ and Sandler MB
Applied Signal Processing, Springer Nature vol. 5 (4) 
01-01-1998
Relevant PublicationDigital filtering for 3D binaural sound
Landone C and Sandler MB
, Institution of Engineering and Technology (Iet) vol. 1998, 9-9.  
01-01-1998
Relevant Publication3-D sound systems: a computationally efficient binaural processor
Landone C and Sandler MB
IEE Colloquium on Audio and Music Technology: the Challenge of Creative DSP. vol. 1998, 6-6.  
01-01-1998

1997

Relevant PublicationWavelets versus conventional filters for low bit rate audio coding
Kudumakis P and Sandler M
IEE Conference Publication. (447), 320-324.  
01-12-1997
Relevant PublicationUsage of short wavelets for scaleable audio coding
Kudumakis P and Sandler MB
Wavelet Applications in Signal and Image Processing V. vol. 3169, 171-178.  
30-10-1997
Relevant PublicationA use of sigma‐delta modulation in power digital‐to‐analogue conversion
Magrath AJ and Sandler MB
International Journal of Circuit Theory and Applications, Wiley vol. 25 (5), 439-455.  
01-09-1997
Relevant PublicationDigital power amplification using sigma-delta modulation and bit flipping
Magrath AJ and Sandler MB
Aes: Journal of The Audio Engineering Society vol. 45 (6), 476-487.  
01-06-1997
Relevant PublicationDigital-domain dithering of sigma-delta modulators using bit flipping
Magrath AJ and Sandler MB
Aes: Journal of The Audio Engineering Society vol. 45 (6), 467-475.  
01-06-1997
Relevant PublicationPsychoacoustically optimal sigma-delta modulation
Dunn C and Sandler M
Aes: Journal of The Audio Engineering Society vol. 45 (4), 212-223.  
01-04-1997
Relevant PublicationParallel interconnection of cascaded subfilters: improved performance at high order
Waters M, Price M, Sandler MB and Magrath AJ
Proceedings of 1997 IEEE International Symposium on Circuits and Systems. Circuits and Systems in the Information Age ISCAS '97. vol. 4 
01-01-1997
Relevant PublicationDesign and implementation of a FPGA sigma-delta power DAC
Magrath AJ, Clark IG and Sandler MB
1997 IEEE Workshop on Signal Processing Systems. SiPS 97 Design and Implementation formerly VLSI Signal Processing., 511-521.  
01-01-1997
Relevant PublicationA sigma-delta modulator topology with high linearity
Magrath AJ and Sandler MB
Proceedings of 1997 IEEE International Symposium on Circuits and Systems. Circuits and Systems in the Information Age ISCAS '97. vol. 1 
01-01-1997

1996

Relevant PublicationOn using mathematica to implement the zero set technique
Sandler M and Zeheb E
Iee Colloquium (Digest) (78) 
01-12-1996
Relevant PublicationOn using Mathematica to implement the zero set technique
Sandler M and Zeheb E
Iee Colloquium (Digest) (78) 
01-12-1996
Relevant PublicationAudio coding for mobile multimedia communications
Sandler MB, Kudumakis P and Magrath AJ
Iee Colloquium (Digest) (248) 
01-12-1996
Relevant PublicationFixed and adaptive sigma-delta modulators with multibit quantisers
Dunn C and Sandler M
Applied Signal Processing vol. 3 (4), 212-222.  
01-12-1996
Relevant PublicationAccurate parallel form filter synthesis
Price M, Holden S and Sandler M
Electronics Letters, Institution of Engineering and Technology (Iet) vol. 32 (22), 2066-2067.  
24-10-1996
Relevant PublicationOn the compression obtainable with four-tap wavelets
Kudumakis PE and Sandler MB
Ieee Signal Processing Letters, Institute of Electrical and Electronics Engineers (Ieee) vol. 3 (8), 231-233.  
01-08-1996
Relevant PublicationAdaptive sigma-delta modulation for use in DACs
Dunn C and Sandler M
Electronics Letters, Institution of Engineering and Technology (Iet) vol. 32 (10), 867-868.  
09-05-1996
Relevant PublicationA comparison of dithered and chaotic sigma-delta modulators
Dunn C and Sandler M
Aes: Journal of The Audio Engineering Society vol. 44 (4), 227-244.  
01-04-1996
Relevant PublicationWavelet packet based scalable audio coding
Kudumakis PE and Sandler MB
Proceedings - IEEE International Symposium on Circuits and Systems. vol. 2, 41-44.  
01-01-1996
Relevant PublicationVLSI implementation of a Sigma-Delta bitstream FIR filter
Summerfield S, Anderson M, Kershaw S and Sandler M
Proceedings - IEEE International Symposium on Circuits and Systems. vol. 2, 273-276.  
01-01-1996
Relevant PublicationHybrid pulse width modulation/sigma–delta modulation power digital-to-analogue converter
Magrath AJ and Sandler MB
Iee Proceedings - Circuits Devices and Systems, Institution of Engineering and Technology (Iet) vol. 143 (3) 
01-01-1996
Relevant PublicationPerformance enhancement of sigma-delta modulator D-A converters using non-linear techniques
Magrath AJ and Sandler MB
1996 IEEE International Symposium on Circuits and Systems. Circuits and Systems Connecting the World. ISCAS 96. vol. 2 
01-01-1996
Relevant PublicationHandwritten digits recognition using Hough transform and neural networks
Castellano G and Sandler MB
Proceedings - IEEE International Symposium on Circuits and Systems. vol. 3, 313-316.  
01-01-1996

1995

Relevant PublicationNon-linear deterministic dithering of sigma-delta modulators
Magrath AJ and Sandler MB
IEE Colloquium (Digest). (217) 
01-12-1995
Relevant PublicationPerformance advantage of hybrid cascade/parallelhigh order recursive filters
Waters M, Price M and Sandler MB
Electronics Letters, Institution of Engineering and Technology (Iet) vol. 31 (23), 1983-1985.  
09-11-1995
Relevant PublicationResolution enhancement and dither of sigma-deltamodulator digital-to-analogue converters
Magrath AJ and Sandler MB
Electronics Letters, Institution of Engineering and Technology (Iet) vol. 31 (18), 1540-1542.  
31-08-1995
Relevant PublicationEfficient linearisation of sigma-delta modulatorsusing single-bit dither
Dunn C and Sandler M
Electronics Letters, Institution of Engineering and Technology (Iet) vol. 31 (12), 941-942.  
08-06-1995
Relevant PublicationEfficient dithering of sigma-delta modulators withadaptive bitflipping
Magrath AJ and Sandler MB
Electronics Letters, Institution of Engineering and Technology (Iet) vol. 31 (11), 846-847.  
25-05-1995
Relevant PublicationPower digital-to-analogue conversion using a sigma-deltamodulatorwith controlled limit cycles
Magrath AJ and Sandler MB
Electronics Letters, Institution of Engineering and Technology (Iet) vol. 31 (4), 251-253.  
16-02-1995
Relevant PublicationOn the performance of wavelets for low bit rate coding of audio signals
Kudumakis PE and Sandler MB
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. vol. 5, 3087-3090.  
01-01-1995
Relevant PublicationLinearising sigma-delta modulators using dither and chaos
Dunn C and Sandler M
Proceedings of ISCAS'95 - International Symposium on Circuits and Systems. vol. 1 
01-01-1995
Relevant PublicationOn Σ Δ signal processing remodulator complexity
Kershaw SM, Summerfield S and Sandler MB
Proceedings - IEEE International Symposium on Circuits and Systems. vol. 2, 881-884.  
01-01-1995

1994

Relevant PublicationSigma-delta bitstream filtering in VLSI
Summerfield S, Kershaw SM and Sandler MB
Midwest Symposium on Circuits and Systems. vol. 2, 1200-1203.  
01-12-1994
Relevant PublicationUsing chaos to model sound
Mackenzie J and Sandler M
IEE Colloquium (Digest). (143) 
01-12-1994
Relevant PublicationUse of clipping in sigma-delta modulators
Dunn C and Sandler M
IEE Colloquium (Digest). (83) 
01-03-1994
Relevant PublicationDigital signal processing on a sigma-delta bitstream
Kershaw SM and Sandler MB
IEE Colloquium (Digest). (83) 
01-03-1994
Relevant PublicationNew high accuracy pulse width modulation based digital-to-analogue convertor/power amplifier
Goldberg JM and Sandler MB
Iee Proceedings - Circuits Devices and Systems, Institution of Engineering and Technology (Iet) vol. 141 (4) 
01-01-1994
Relevant PublicationModelling sound with chaos
Mackenzie J and Sandler M
Proceedings of IEEE International Symposium on Circuits and Systems - ISCAS '94. vol. 6 
01-01-1994
Relevant PublicationImplementation of the IPFE algorithm for synthesis of high order recursive filters
Price M and Sandler M
Proceedings of IEEE International Symposium on Circuits and Systems - ISCAS '94. vol. 2 
01-01-1994
Relevant PublicationMeasurement of nonlinearity in high-resolution sigma-delta converters
Dunn C
Second International Conference on `Advanced A-D and D-A Conversion Techniques and their Applications'. vol. 1994, 175-180.  
01-01-1994
Relevant PublicationA counter-based Hough transform system
Hanif T and Sandler M
Microprocessors and Microsystems, Elsevier vol. 18 (1), 19-26.  
01-01-1994

1993

Relevant PublicationEffective Detection of Digital Bar Segments with Hough Transform
Costa LD and Sandler MB
Graphical Models, Elsevier vol. 55 (3), 180-191.  
01-05-1993
Relevant PublicationLeast squares IIR filter design on a logarithmic frequency scale
Waters M and Sandler MB
1993 IEEE International Symposium on Circuits and Systems
01-01-1993
Relevant PublicationGeneral test framework for straight-line detection by Hough transforms
Hare AR and Sandler MB
Proceedings - IEEE International Symposium on Circuits and Systems. vol. 1, 239-242.  
01-01-1993
Relevant PublicationImplementation of high order recursive filters as sub-filters
Sandler MB
1993 IEEE International Symposium on Circuits and Systems
01-01-1993
Relevant PublicationDigital-to-analogue conversion using pulse width modulation
Sandler MB
Electronics & Communications Engineering Journal, Institution of Engineering and Technology (Iet) vol. 5 (6) 
01-01-1993

1992

Relevant PublicationImproved-performance ‘randomised’ Hough transform
Hare AR and Sandler MB
Electronics Letters, Institution of Engineering and Technology (Iet) vol. 28 (18), 1678-1680.  
27-08-1992
Relevant PublicationComparative evaluation of fast thinning algorithms on a multiprocessor architecture
Hayat L, Naqvi A and Sandler M
Image and Vision Computing, Elsevier vol. 10 (4), 210-218.  
01-05-1992
Relevant PublicationAdaptive quantisation for one-bit sigma-delta modulation
Yu J, Sandler MB and Hawken RE
Iee Proceedings G Circuits Devices and Systems, Institution of Engineering and Technology (Iet) vol. 139 (1) 
01-01-1992
Relevant PublicationNew synthesis techniques for high order all-pole filters
Sandler M
Iee Proceedings G Circuits Devices and Systems, Institution of Engineering and Technology (Iet) vol. 139 (1) 
01-01-1992
Relevant PublicationA complete shape recognition system using the Hough transform and neural network
Chan CK and Sandler MB
Proceedings., 11th IAPR International Conference on Pattern Recognition. Vol.II. Conference B: Pattern Recognition Methodology and Systems., 21-24.  
01-01-1992
Relevant PublicationDetecting Digital Straight Line Segments in O(N2)
da F. Costa L and Sandler MB
In Visual Form, Springer Nature 165-174.  
01-01-1992

1991

Relevant PublicationImproved high precision formant analysis procedure
Townsend MA and Sandler MB
IEE Conference Publication., 246-250.  
01-12-1991
Relevant PublicationPWM DAC for digital audio power conversion. From theory to performance
Hiorns RE, Bowman RG and Sandler MB
IEE Conference Publication. (343), 142-147.  
01-12-1991
Relevant PublicationEfficient multidimensional/multidirectional parallel pipelined architecture for image processing
Hayat L and Sandler MB
IEE Conference Publication., 105-110.  
01-12-1991
Relevant PublicationApplication of the binary hough transform to image compression
Costa LDF and Sandler MB
IEE Conference Publication., 56-60.  
01-12-1991
Relevant PublicationA switched memory decoding system for a multiple processor system
Zhou S, Sandler M and Bergman G
Microprocessors and Microsystems, Elsevier vol. 15 (9), 481-487.  
01-11-1991
Relevant PublicationSemiautomated analysis of clay samples
da F. Costa L, Leng X, Sandler MB and Smart P
Review of Scientific Instruments, Aip Publishing vol. 62 (9), 2163-2166.  
01-09-1991
Relevant PublicationPseudo-natural pulse width modulation for high accuracy digital-to-analogue conversion
Goldberg JM and Sandler MB
Electronics Letters, Institution of Engineering and Technology (Iet) vol. 27 (16), 1491-1492.  
01-08-1991
Relevant PublicationNoise shaping and pulse-width modulation for an all-digital audio power amplifier
Goldberg JM and Sandler MB
Aes: Journal of The Audio Engineering Society vol. 39 (6), 449-460.  
01-06-1991
Relevant PublicationApplication of nonlinear dynamics to digital effects for musical instruments
Waters M and Sandler MB
Audio Engineering Society Preprint
01-01-1991
Relevant PublicationAnalogue implementation of the Hough transform
Ben-Tzvi D and Sandler M
Iee Proceedings G Circuits Devices and Systems, Institution of Engineering and Technology (Iet) vol. 138 (4) 
01-01-1991
Relevant PublicationDevelopments in realising an all digital power amplifier
Hiorns RE, Bowman RG, Goldberg JM and Sandler MB
Audio Engineering Society Preprint
01-01-1991
Relevant PublicationFractal interpolation functions for sound synthesis
Mackenzie JP and Sandler MB
Audio Engineering Society Preprint
01-01-1991
Relevant PublicationParallel implementation of a fast thinning algorithm using image compression
Hayat L, Naqvi A and Sandler MB
Iee Proceedings I Communications Speech and Vision, Institution of Engineering and Technology (Iet) vol. 138 (6) 
01-01-1991
Relevant PublicationAlgorithm for high precision root finding from high order LPC models
Sandler M
Iee Proceedings I Communications Speech and Vision, Institution of Engineering and Technology (Iet) vol. 138 (6) 
01-01-1991

1990

Relevant PublicationOn the VLSI implementation of the Binary Hough Transform
da Fontoura Costa L, Tzionas P and Sandler MB
IEE Colloquium (Digest). (95) 
01-12-1990
Relevant PublicationSynchronous multiprocessor implementation of the Hough transform
Ben-Tzvi D, Naqvi A and Sandler M
Computer Vision Graphics and Image Processing, Elsevier vol. 52 (3), 437-446.  
01-12-1990
Relevant PublicationPartitioning strategies for high order recursive filters
Sandler M
IEE Colloquium (Digest). (91) 
01-12-1990
Relevant PublicationBenchmarking processors for image processing
Sandler M, Hayat L and Costa L
Microprocessors and Microsystems, Elsevier vol. 14 (9), 583-588.  
01-11-1990
Relevant PublicationEfficient parallel implementation of the hough transform on a distributed memory system
Ben-Tzvi D, Naqui A and Sandler M
Computer Vision Graphics and Image Processing, Elsevier vol. 52 (2) 
01-11-1990
Relevant PublicationComparative precision analysis of chain-coding families for line-drawing encoding
Choo CY and Freeman H
Curves and Surfaces in Computer Vision and Graphics. vol. 1251, 194-206.  
01-08-1990
Relevant PublicationBinary Hough transform and its implementation
da Fontoura Costa L and Sandler MB
Curves and Surfaces in Computer Vision and Graphics. vol. 1251, 183-193.  
01-08-1990
Relevant PublicationImage compression algorithm for fast parallel thinning of binary images
Hayat L and Sandler MB
Electronics Letters, Institution of Engineering and Technology (Iet) vol. 26 (14), 1056-1058.  
05-07-1990
Relevant PublicationCounter-based Hough transform
Ben-Tzvi D and Sandler MB
Electronics Letters, Institution of Engineering and Technology (Iet) vol. 26 (11), 751-753.  
24-05-1990
Relevant PublicationA combinatorial Hough transform
Ben-Tzvi D and Sandler MB
Pattern Recognition Letters, Elsevier vol. 11 (3), 167-174.  
01-03-1990
Relevant PublicationPerformance improvements to the Hough transform
da Fontoura Costa L, Ben-Tzvi D and Sandler M
IEE Conference Publication. (316), 98-103.  
01-01-1990
Relevant PublicationAnalog implementation of the Hough transform suitable for single chip VLSI implementation
Ben-Tzvi D and Sandler M
IEEE International Symposium on Circuits and Systems
01-01-1990
Relevant PublicationA complete and efficient real time system for line segment detection based on the binary Hough transform
da Fontoura Costa L and Sandler MB
Proceedings. EUROMICRO '90 Workshop on Real Time., 205-213.  
01-01-1990
Relevant PublicationAnalysis and synthesis of atonal percussion using high order linear predictive coding
Sandler MB
Applied Acoustics, Elsevier vol. 30 (2-3), 247-264.  
01-01-1990

1989

Relevant PublicationNeural networks and Hough transform for pattern recognition
Costa LDF and Sandler MB
IEE Conference Publication. (313), 81-85.  
01-12-1989
Relevant PublicationA binary Hough transform and its efficient implementation in a systolic array architecture
Da Fontoura Costa L and Sandler MB
Pattern Recognition Letters, Elsevier vol. 10 (5), 329-334.  
01-11-1989
Relevant PublicationAnalogue implementation of Hough transform
Ben-Tzvi D and Sandler M
Electronics Letters, Institution of Engineering and Technology (Iet) vol. 25 (18), 1216-1217.  
31-08-1989
Relevant PublicationImplementation strategy for high-order recursive filters
Sandler M
Electronics Letters, Institution of Engineering and Technology (Iet) vol. 25 (16), 1058-1060.  
03-08-1989
Relevant PublicationHigh complexity resonator structures for formant synthesis of musical instruments
Sandler M
Microprocessing and Microprogramming, Elsevier vol. 27 (1-5), 557-562.  
01-08-1989
Relevant PublicationEfficient parallel implementation of the hough transform on a distributed memory system
Ben-Tzvi D and Sandler M
Microprocessing and Microprogramming, Elsevier vol. 27 (1-5), 147-152.  
01-08-1989
Relevant PublicationEfficient parallel implementation of the Hough transform on a distributed memory system
Ben-Tzvi D, Naqvi A and Sandler M
Image and Vision Computing, Elsevier vol. 7 (3), 167-172.  
01-08-1989
Relevant PublicationImplementation of the Hough transform for intermediate-level vision on a transputer network
Eghtesadi S and Sandler M
Microprocessors and Microsystems, Elsevier vol. 13 (3), 212-218.  
01-04-1989
Relevant PublicationImproving parameter space for Hough transform
Da Fontoura Costa L and Sandler MB
Electronics Letters, Institution of Engineering and Technology (Iet) vol. 25 (2), 134-136.  
19-01-1989
Relevant PublicationA comparative evaluation of DSPs, microprocessors and the transputer for image processing
Sandler MB, Hayat L, Costa L and Naqvi A
International Conference on Acoustics, Speech, and Signal Processing
01-01-1989

1988

Relevant PublicationInterfacing the transputer to the TMS320 in an image processing environment
Sandler M
Microprocessors and Microsystems, Elsevier vol. 12 (9), 490-496.  
01-11-1988
Relevant PublicationTransputer based implementations of the hough transform for computer vision
Sandler MB and Eghtesadi S
Microprocessing and Microprogramming, Elsevier vol. 24 (1-5), 403-408.  
01-08-1988
Relevant PublicationAn efflcient Radon transform
Leavers VF and Sandler MB
Lecture Notes in Computer Science. vol. 301, 380-389.  
01-01-1988

1987

Relevant PublicationIMAGE PROCESSING WITH MULTIPLE DSPs.
Naqvi AA and Sandler MB
IEE Colloquium (Digest). (1987 /41) 
01-12-1987
Relevant PublicationLOW COST MULTIPROCESSOR ARCHITECTURE FOR REAL-TIME IMAGE PROCESSING.
Naqvi AA and Sandler MB
IEE Colloquium (Digest). (1987 /14) 
01-12-1987

1986

Relevant PublicationPROGRESS TOWARDS A DIGITAL POWER AMPLIFIER.
Sandler M
Audio Engineering Society Preprint
01-12-1986

1985

Relevant PublicationALL DIGITAL AUDIO POWER AMPLIFIER.
Sandler MB and Nathwani M
IEE Colloquium (Digest). (1985 /115) 
01-12-1985

Grants

solid heart iconGrants of specific relevance to the Centre for Multimodal AI
solid heart iconArtificial Neuroscience: metrology and engineering for Deep Learning using Linear Algebra
Mark Sandler and Boris Khoruzhenko
£238,701 EPSRC Engineering and Physical Sciences Research Council
01-11-2024 - 30-04-2026
solid heart iconCo-Creator for songwriters & producers: generative AI Creator tools to boost efficiency of the creative process
Mark Sandler, Haim Dubossarsky and Mathieu Barthet
£320,887 Innovate UK
01-04-2024 - 31-03-2025
solid heart iconFine-grained music source separation with deep-learning models
Lin Wang and Mark Sandler
£48,144 Innovate UK
01-04-2024 - 31-03-2025
solid heart iconStudioSync: AI productivity tools for record labels in the management of musical recordings and creator metadata
Mark Sandler and Mathieu Barthet
£304,918 Innovate UK
01-04-2024 - 31-03-2025
solid heart iconEPSRC DTP Mobility 2020
Eram Rizvi, Mark Sandler, Nicholas Bryan-Kinns and Jun Chen
£1,705,691 EPSRC Engineering and Physical Sciences Research Council
01-10-2020 - 30-04-2028
solid heart iconUKRI Centre for Doctoral Training in Artificial Intelligence and Music
Simon Dixon, Emmanouil Benetos, Nicholas Bryan-Kinns, Mark Sandler, Andrew Mcpherson, Mathieu Barthet, George Fazekas, Ekaterina Ivanova, Anna Xambo Sedo and Charalampos Saitis
£6,519,934 EPSRC Engineering and Physical Sciences Research Council
01-07-2019 - 31-08-2028


solid heart iconSemantic recommendation and curation aids for music
Mark Sandler
£27,800 BBC British Broadcasting Corporation
01-09-2018 - 31-08-2022
solid heart iconExtraction of Musical Features from Digital Audio
Mark Sandler
£30,819 ROLI ROLI
03-10-2017 - 02-04-2021
solid heart iconEPSRC Industrial CASE Award 2017
Mark Sandler
£83,296 EPSRC Engineering and Physical Sciences Research Council
01-10-2017 - 30-09-2022
solid heart iconAudioCommons - An Ecosystem for Creative Reuse of Audio Content
George Fazekas, Mark Sandler and Mathieu Barthet
£541,481 EU Commission - Horizon 2020
01-02-2016 - 31-01-2019
solid heart iconWolfson Merit Award
Mark Sandler
£25,000 Royal Society
01-01-2015 - 31-12-2019
solid heart iconProgramme Grant: FAST (Fusing Semantic and Audio)
Mark Sandler and Josh Reiss
£2,918,466 EPSRC Engineering and Physical Sciences Research Council
16-06-2014 - 31-12-2019
solid heart iconCDT in Media & Arts
Mathieu Barthet, Pat Healey and Mark Sandler
£3,782,384 EPSRC Engineering and Physical Sciences Research Council
01-05-2014 - 31-12-2023