Prof Mark Sandler
Professor of Signal Processing
Director of Centre for Digital Music
School of Electronic Engineering and Computer Science
Queen Mary University of London
Queen Mary University of London
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
Publications of specific relevance to the Centre for Multimodal AI2024
GOLDBERG J and SANDLER M (2024). COMPARISON OF PWM MODULATION TECHNIQUES FOR DIGITAL POWER AMPLIFIERS. Reproduced Sound 1990. 22-04-2024
2023
Hemment D, Simperl E, Sandler M, Kennedy H, Benford S and Manghani S (2023). A manifesto for Intelligent Experiences. The New RE view, University of Edinburgh vol. 1 (1) 24-11-2023
Sarkar S, Thorpe L, Benetos E and Sandler M (2023). Leveraging synthetic data for improving chamber ensemble separation. 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
Shier J, Caspe F, Robertson A, Sandler M, Mcpherson A and Saitis C (2023). Differentiable Modelling of Percussive Audio with Transient and Spectral Synthesis. 10th Convention of the European Acoustics Association (Forum Acusticum) 11 Sep 2023 - 15 Sep 2023. 11-09-2023
De La Vega Martin C and Sandler M (2023). Physical Modelling of Stiff Membrane Vibration using Neural Networks with Spectral Convolution Layers. Forum Acusticum 2023 Torino, Italy 11 Sep 2023 - 15 Sep 2023. 10-09-2023
Caspe F, Mcpherson A and Sandler M (2023). FM Tone Transfer with Envelope Learning. AudioMostly 2023 Edinburgh 30 Aug 2023 - 1 Sep 2023. 10-08-2023
Diaz R, Hayes B, Saitis C, Fazekas G and Sandler M (2023). Rigid-Body Sound Synthesis with Differentiable Modal Resonators. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 10-06-2023
Diaz Fernandez R, Saitis C and Sandler M (2023). Interactive Neural Resonators. International Conference on New Interfaces for Musical Expression. 31-05-2023
Pelinski Ramos T, Caspe F, Mcpherson A and Sandler M (2023). Computing ecosystems: neural networks and embedded hardware platforms. CHI 2023 Hamburg, Germany 23 May 2023 - 28 May 2023. 22-04-2023
McArthur A, Johnston A, Sandler M, Ferguson S and Stewart R (2023). Exploring experience and expertise in the context of preference for spatial sound treatment in immersive environments. 01-01-2023
2022
Sarkar S, Benetos E and Sandler M (2022). EnsembleSet: A new high-quality synthesised dataset for chamber ensemble separation. 23rd International Society for Music Information Retrieval Conference (ISMIR) Bengaluru, India 5 Dec 2022 - 8 Dec 2022. 08-12-2022
Caspe F, Mcpherson A and Sandler M (2022). DDX7: Differentiable FM Synthesis of Musical Instrument Sounds. 23rd International Society for Music Information Retrieval Conference (ISMIR 2022) Bengaluru, India 4 Dec 2022 - 8 Dec 2022. 04-12-2022
Miller J, O'Hanlon K and Sandler MB (2022). Improving Balance in Automatic Chord Recognition with Random Forests. 2022 30th European Signal Processing Conference (EUSIPCO). 29-08-2022
Zhao Y, Fazekas G and Sandler M (2022). Transfer Learning for Violinist Identification. 2022 30th European Signal Processing Conference (EUSIPCO). 29-08-2022
Zhao Y, Fazekas G and Sandler M (2022). Violinist Identification Using Note-Level Timbre Feature Distributions. 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 01-04-2022
Delgado A, Demirel E, Subramanian V, Saitis C and Sandler M (2022). Deep Embeddings for Robust User-Based Amateur Vocal Percussion Classification. 19th Sound and Music Computing Conferences. 01-01-2022
Kirby T and Sandler M (2022). Developing an interactive drum model: Using the discrete cosine transform. 01-01-2022
2021
Yeoward C, Shukla R, Stewart R, Sandler M and Reiss J (2021). Real-time binaural room modelling for augmented reality applications. Journal of the Audio Engineering Society, Audio Engineering Society 08-11-2021
Sarkar S, Benetos E and Sandler M (2021). Vocal Harmony Separation using Time-domain Neural Networks. 22nd Annual Conference of the International Speech Communication Association (INTERSPEECH) Brno, Czech Republic 30 Aug 2021 - 3 Sep 2021. 30-08-2021
Zhao Y, Wang C, Fazekas G, Benetos E and Sandler M (2021). Violinist identification based on vibrato features. 29th European Signal Processing Conference (EUSIPCO) 23 Aug 2021 - 27 Aug 2021. 23-08-2021
Miller J, Nicosia V and Sandler M (2021). Discovering Common Practice: Using Graph Theory to Compare Harmonic Sequences in Musical Audio Collections. 8th International Conference on Digital Libraries for Musicology. 28-07-2021
Kirby T and Sandler M (2021). The evolution of drum modes with strike intensity: Analysis and synthesis using the discrete cosine transforma). The Journal of the Acoustical Society of America, Acoustical Society of America (ASA) vol. 150 (1), 202-214. 01-07-2021
Shukla R, Stewart R and Sandler M (2021). User HRTF Selection for 3D Auditory Mixed Reality. Sound and Music Computing Conference Online 29 Jun 2021 - 1 Jul 2021. 30-06-2021
Subramanian V, Gururani S, Benetos E and Sandler M (2021). Anomalous behaviour in loss-gradient based interpretability methods. RobustML workshop paper at ICLR 2021. 07-05-2021
OHanlon K and Sandler MB (2021). FifthNet: Structured Compact Neural Networks for Automatic Chord Recognition. IEEE/ACM Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 29, 2671-2682. 09-04-2021
Delgado A, Saitis C and Sandler M (2021). Phoneme Mappings for Online Vocal Percussion Transcription. 01-01-2021
Delgado A, McDonald ST, Xu N, Saitis C and Sandler M (2021). Learning Models for Query by Vocal Percussion: A Comparative Study. 01-01-2021
2020
Bryce L, Sandler M, Serafin S and Andersen L (2020). The Sense of Auditory Presence in a Choir for Virtual Reality. 149th Conference of the Audio Engineering Society New York. 25-10-2020
Delgado Luezas A, Saitis C and Sandler M (2020). Spectral and Temporal Timbral Cues of Vocal Imitations of Drum Sounds. 2nd International Conference on Timbre. 04-09-2020
Zhao Y, Fazekas G and Sandler M (2020). Identifying master violinists using note-level audio features. 17th Sound and Music Computing Conference 24 Jun 2020 - 27 Jun 2020. 24-06-2020
Hanlon KO and Sandler MB (2020). The Fifthnet Chroma Extractor. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 08-05-2020
SUBRAMANIAN V, Pankajakshan A, Benetos E, Xu N, McDonald S and Sandler M (2020). A Study on the Transferability of Adversarial Attacks in Sound Event Classification. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) Barcelona, Spain 4 May 2020 - 8 May 2020. 04-05-2020
Metzig C, Gould M, Noronha R, Abbey R, Sandler M and Colijn C (2020). Classification of origin with feature selection and network construction for folk tunes. Pattern Recognition Letters, Elsevier vol. 133, 356-364. 01-05-2020
Fano Yela D, Thalmann F, Nicosia V, Stowell D and Sandler M (2020). Online visibility graphs: Encoding visibility in a binary search tree. Physical Review Research, American Physical Society (APS) vol. 2 (2) 23-04-2020
KUDUMAKIS P, WILMERING T, Sandler M, Rodríguez-Doncel V, Boch L and Delgado J (2020). The Challenge: From MPEG Intellectual Property Rights Ontologies to Smart Contracts and Blockchains. IEEE: Signal Processing Magazine, Institute of Electrical and Electronics Engineers vol. 37 (2), 89-95. 26-02-2020
WILMERING T, MOFFAT DJ, Milo A and Sandler M (2020). A History of Audio Effects. Applied Sciences, MDPI AG vol. 10 (3) 22-01-2020
Kirby T and Sandler M (2020). ADVANCED FOURIER DECOMPOSITION FOR REALISTIC DRUM SYNTHESIS. 01-01-2020
Thalmann F, Yoshii K, Wilmering T, Wiggins GA and Sandler MB (2020). A METHOD FOR ANALYSIS OF SHARED STRUCTURE IN LARGE MUSIC COLLECTIONS USING TECHNIQUES FROM GENETIC SEQUENCING AND GRAPH THEORY. 01-01-2020
Bruford F, Lartillot O, McDonald ST and Sandler M (2020). MULTIDIMENSIONAL SIMILARITY MODELLING OF COMPLEX DRUM LOOPS USING THE GROOVETOOLBOX. 01-01-2020
2019
Thalmann F, Wiggins G and Sandler M (2019). Representing Modifiable and Reusable Musical Content on the Web with Constrained Multi-Hierarchical Structures. IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers 20-12-2019
Allik A, Thalmann F, Metzig C and Sandler M (2019). Join my party! How can we enhance social interactions in music streaming? Web Audio Conference Trondheim. 04-12-2019
Thalmann F, Allik A, Metzig C and Sandler M (2019). moodplay.github.io: an online collaborative music player. Web Audio Conference Trondheim. 04-12-2019
Pauwels J, O'Hanlon K, Gómez E and Sandler M (2019). 20 Years of Automatic Chord Recognition from Audio. 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
SUBRAMANIAN V, Benetos E and Sandler M (2019). Robustness of Adversarial Attacks in Sound Event Classification. 4th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2019) New York, USA 25 Oct 2019 - 26 Oct 2019. 25-10-2019
Wilmering T, Thalmann F and Sandler MB (2019). Alignment and Timeline Construction for Incomplete Analogue Audience Recordings of Historical Live Music Concerts. 147th Audio Engineering Society International Convention 2019. 08-10-2019
Moffat D and Sandler M (2019). Approaches in Intelligent Music Production. Arts, MDPI AG vol. 8 (4) 25-09-2019
Senvaityte D, Pauwels J and Sandler M (2019). Guitar String Separation Using Non-Negative Matrix Factorization and Factor Deconvolution. Audio Mostly 2019. 18-09-2019
Delgado A, McDonald S, Xu N and Sandler M (2019). A New Dataset for Amateur Vocal Percussion Analysis. Proceedings of the 14th International Audio Mostly Conference: A Journey in Sound. 18-09-2019
Bruford F, Barthet M, McDonald S and Sandler M (2019). Modelling Musical Similarity for Drum Patterns. Proceedings of the 14th International Audio Mostly Conference: A Journey in Sound. 18-09-2019
Thalmann F, WILMERING T and Sandler M (2019). Query-based Mashups of Historical Live Music Recordings. 9th Conference of Japanese Association for Digital Humanities (JADH2019). 29-08-2019
Mehrabi A, Dixon S and Sandler M (2019). Erratum: Vocal imitation of percussion sounds: On the perceptual similarity between imitations and imitated sounds (PLOS ONE (2019)14:8 (e0221722) DOI:10.1371/journal.pone.0219955). PLoS One, Public Library of Science (PLoS) vol. 14 (8) 22-08-2019
Mehrabi A, Dixon S and Sandler M (2019). Vocal imitation of percussion sounds: On the perceptual similarity between imitations and imitated sounds. PLoS One vol. 14 (7), e0219955-e0219955. 25-07-2019
Liang B, Fazekas G and Sandler M (2019). Transfer Learning for Piano Sustain-Pedal Detection. 2019 International Joint Conference on Neural Networks (IJCNN). 19-07-2019
Kudumakis P, Wilmering T, Sandler M and Foss J (2019). MPEG IPR ontologies for media trading and personalization. 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. 05-06-2019
Pauwels J and Sandler M (2019). Finding new practice material through chord-based exploration of a large music catalogue. Proceedings of the 16th Sound and Music Conference Málaga, Spain 28 May 2019 - 31 May 2019. 31-05-2019
O’Hanlon K and Sandler MB (2019). Comparing Cqt and Reassignment Based Chroma Features for Template-based Automatic Chord Recognition. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 17-05-2019
Liang B, Fazekas G and Sandler M (2019). Piano Sustain-pedal Detection Using Convolutional Neural Networks. IEEE International Conference on Acoustics, Speech and Signal Processing. 01-05-2019
Pauwels J and Sandler MB (2019). A web-based system for suggesting new practice material to music learners based on chord content. 2nd Workshop on Intelligent Music Interfaces for Listening and Creation 20 Mar 2019. 20-03-2019
SHUKLA R, Radu IT, SANDLER M and STEWART R (2019). Real-time binaural rendering with virtual vector base amplitude panning. Audio Engineering Society Conference on Immersive and Interactive Audio York, United Kingdom 27 Mar 2019 - 29 Mar 2019. 17-03-2019
Sandler M, De Roure D, Benford S and Page K (2019). Semantic Web Technology for New Experiences Throughout the Music Production-Consumption Chain. 2019 International Workshop on Multilayer Music Representation and Processing (MMRP). 14-03-2019
Sandler M, De Roure D, Benford S and Page K (2019). Semantic Web Technology for New Experiences Throughout the Music Production-Consumption Chain. 2019 International Workshop on Multilayer Music Representation and Processing (MMRP). 23-01-2019
Yamaç M, Ahishali M, Passalis N, Raitoharju J, Sankur B and Gabbouj M (2019). Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing. 2019 27th European Signal Processing Conference (EUSIPCO). 06-01-2019
Yela DF, Stowell D and Sandler M (2019). Spectral Visibility Graphs: Application to Similarity of Harmonic Signals. 2019 27th European Signal Processing Conference (EUSIPCO). 06-01-2019
Bruford F, McDonald ST, Barthet M and Sandler M (2019). Groove explorer: An intelligent visual interface for drum loop library navigation. 01-01-2019
McArthur A, Stewart R and Sandler M (2019). Accuracy of perceived distance in VR using verbal descriptors. 01-01-2019
Moffat D and Sandler MB (2019). Automatic mixing level balancing enhanced through source interference identification. 01-01-2019
Moffat D and Sandler MB (2019). An automated approach to the application of reverberation. 01-01-2019
Wilmering T, Thalmann F and Sandler MB (2019). Alignment and timeline construction for incomplete analogue audience recordings of historical live music concerts. 01-01-2019
2018
Thalmann F, Wilmering T and Sandler MB (2018). Cultural Heritage Documentation and Exploration of Live Music Events with Linked Data. Proceedings of the 1st International Workshop on Semantic Applications for Audio and Music. 09-10-2018
Wilmering T, Thalmann F and Sandler MB (2018). Exploration of grateful dead concerts and memorabilia on the semantic Web. International Semantic Web Conference Monterey, CA. 08-10-2018
THALMANN FLORIAN, THOMPSON L and SANDLER M (2018). A User-Adaptive Automated DJ Web App with Object-Based Audio and Crowd-Sourced Decision Trees. 4th Web Audio Conference Berlin. 19-09-2018
Pauwels J and Sandler M (2018). pywebaudioplayer: Bridging the gap between audio processing code and attractive visualisations based on web technology. 4th Web Audio Conference (WAC) Berlin, Germany 19 Sep 2018 - 21 Sep 2018. 19-09-2018
Mehrabi A, Choi K, Dixon S and Sandler M (2018). Similarity Measures for Vocal-Based Drum Sample Retrieval Using Deep Convolutional Auto-Encoders. ICASSP 2018. 10-09-2018
Liang B, Fazekas G and Sandler M (2018). Piano Legato-Pedal Onset Detection Based on a Sympathetic Resonance Measure. 26th European Signal Processing Conference (EUSIPCO) Rome 3 Sep 2018 - 7 Sep 2018. 07-09-2018
Moffat D, Thalmann F and Sandler M (2018). Towards a Semantic Web Representation and Application of Audio Mixing Rules. 4th Workshop on Intelligent Music Production (WIMP) Huddersfield, UK. 06-09-2018
SHUKLA RC, STEWART RL, Roginska A and SANDLER MB (2018). User Selection of Optimal HRTF Sets via Holistic Comparative Evaluation. Audio Engineering Society Conference on Audio for Virtual and Augmented Reality Redmond, WA, USA 20 Aug 2018 - 22 Aug 2018. 11-08-2018
Pauwels J, Fazekas G and Sandler M (2018). Recommending songs to music learners based on chord content. 2018 Joint Workshop on Machine Learning for Music Stockholm, Sweden 14 Jul 2018. 14-07-2018
Liang B, Fazekas G and Sandler M (2018). Measurement, recognition, and visualization of piano pedaling gestures and techniques. AES: Journal of the Audio Engineering Society vol. 66 (6), 448-456. 18-06-2018
Fano Yela D, Stowell D and Sandler M (2018). Does K matter? k-NN hubness analysis for kernel additive modelling vocal separation. LVA-ICA. 06-06-2018
O'Hanlon K and Sandler MB (2018). Improved Detection of Semi-Percussive Onsets in Audio Using Temporal Reassignment. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 15-04-2018
Yela DF, Ewert S, O'Hanlon K and Sandler MB (2018). Shift-Invariant Kernel Additive Modelling for Audio Source Separation. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 15-04-2018
Choi K, Fazekas G, Sandler M and Cho K (2018). The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging. IEEE Transactions on Emerging Topics in Computational Intelligence, IEEE vol. 2 (2), 139-149. 23-03-2018
Freeman J, Wiggins G, Starks G and Sandler M (2018). A Concise Taxonomy for Describing Data as an Art Material. 01-02-2018
KUDUMAKIS P, Corral García J, Barbancho I, J. Tardón L and SANDLER M (2018). Enabling Interactive and Interoperable Semantic Music Applications. Springer Handbook of Systematic Musicology , Editors: Bader R. 911-921. 01-01-2018
Allik A, Thalmann F and Sandler M (2018). MusicLynx. Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18. 01-01-2018
Choi K, Fazekas G, Sandler M and Cho K (2018). A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging. 01-01-2018
McArthur A, Sandler M and Stewart R (2018). Perception of mismatched auditory distance - Cinematic VR. 01-01-2018
Moffat D and Sandler MB (2018). Adaptive ballistics control of dynamic range compression for percussive tracks. 01-01-2018
2017
MORO G, MCPHERSON A and SANDLER M (2017). Dynamic temporal behaviour of the keyboard action on the Hammond organ and its perceptual significance. Journal of the Acoustical Society of America, Acoustical Society of America 10-11-2017
CHOI K, FAZEKAS G, SANDLER M and Kyunghyun C (2017). Transfer learning for music classification and regression tasks. The 18th International Society of Music Information Retrieval (ISMIR) Conference. 23-10-2017
Ewert S and Sandler MB (2017). An Augmented Lagrangian Method for Piano Transcription Using Equal Loudness Thresholding and LSTM-Based Decoding. 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). 01-10-2017
White B, Mehrabi A and Sandler MB (2017). An Archival Echo. Proceedings of the 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences. 23-08-2017
McArthur A, Sandler M and Stewart R (2017). Distance in audio for VR. Proceedings of the 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences. 23-08-2017
WILMERING T, THALMANN FLORIAN and SANDLER M (2017). Towards a Framework for the Discovery of Collections of Live Music Recordings and Artefacts on the Semantic Web. 3rd Web Audio Conference Queen Mary University of London. 21-08-2017
THALMANN FLORIAN, EWERT SEBASTIAN and SANDLER MARK (2017). Exploring Musical Expression on the Web: Deforming, Exaggerating, and Blending Decomposed Recordings. 3rd Web Audio Conference Queen Mary University of London. 21-08-2017
Quinton E, Dixon S, Sandler M and O'Hanlon KO (2017). TRACKING METRICAL STRUCTURE CHANGES WITH SPARSE-NMF. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing. 19-06-2017
O'Hanlon KO, Ewert S, Pauwels J and Sandler M (2017). Improved template-based chord recognition using the CRP feature. 2017 IEEE Conference on Acoustics, Speech and Signal Processing. 19-06-2017
Ewert S and Sandler MB (2017). Structured dropout for weak label and multi-instance learning and its application to score-informed source separation. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 16-06-2017
McArthur A, Stewart R and Sandler M (2017). Sounds too true to be good: diegetic infidelity–the case for sound in virtual reality. Journal of Media Practice vol. 18 (1), 26-40. 19-05-2017
Yela DF, Ewert S, FitzGerald D and Sandler M (2017). Interference Reduction in Music Recordings Combining Kernel Additive Modelling and Non-Negative Matrix Factorization. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 01-03-2017
MEHRABI A, Dixon S and Sandler (2017). Vocal imitation of synthesised sounds varying in pitch, loudness and spectral centroid. Journal of the Acoustical Society of America, Acoustical Society of America vol. 141 (2), 783-796. 13-02-2017
Yela DF, Ewert S, Fitzgerald D and Sandler M (2017). On the importance of temporal context in proximity kernels: A vocal separation case study. 01-01-2017
Liang B, Fazekas G, McPherson A and Sandler M (2017). Piano Pedaller: A Measurement System for Classification and Visualisation of Piano Pedalling Techniques. 01-01-2017
Pauwels J, O hanlon K, Fazekas G and Sandler M (2017). Confidence Measures and Their Applications in Music Labelling Systems Based on Hidden Markov Models. 01-01-2017
Liang B, Fazekas G and Sandler M (2017). Recognition of Piano Pedalling Techniques Using Gesture Data. 01-01-2017
Wilmering T, Thalmann F, Fazekas G and Sandler M (2017). Bridging Fan Communities and Facilitating Access to Music Archives through Semantic Audio Applications. 01-01-2017
Liang B, Fazekas G and Sandler M (2017). Detection of Piano Pedaling Techniques on the Sustain Pedal. 01-01-2017
2016
Choi K, Fazekas G, Sandler M and Cho K (2016). Convolutional Recurrent Neural Networks for Music Classification. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) New Orleans, USA. 21-12-2016
Kudumakis P and Sandler M (2016). DMRN+11: Digital Music Research Network Workshop Proceedings 2016., Editors: KUDUMAKIS P and Sandler M. DMRN+11: Digital Music Research Network Workshop 2016 Queen Mary University of London, London, UK 20 Dec 2016. 20-12-2016
SANDLER MB, quinton E, o'hanlon K and dixon S (2016). Automatic Detection of Metrical Structure Changes. 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
LIANG B, fazekas G, mcpherson A and sandler M (2016). Classification of Piano Pedaling Techniques Using Gesture Data from a Non-Intrusive Measurement System. 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
TIAN M and Sandler MARKB (2016). Towards Music Structural Segmentation Across Genres: Features, Structural Hypotheses and Annotation Principles. ACM Transactions on Intelligent Systems and Technology 02-11-2016
MEHRABI A, Dixon S and Sandler M (2016). Towards a comprehensive dataset of vocal imitations of drum sounds. 2nd AES Workshop on Intelligent Music Production. 12-09-2016
Ewert S and Sandler M (2016). Piano Transcription in the Studio Using an Extensible Alternating Directions Framework. IEEE/ACM Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 24 (11), 1983-1997. 18-08-2016
O'Hanlon K and Sandler MB (2016). Compositional Chroma Estimation Using Powered Euclidean Distance. 2016 24th European Signal Processing Conference (EUSIPCO). 01-08-2016
O'Hanlon K, Sandler MB and IEEE (2016). AN ITERATIVE HARD THRESHOLDING APPROACH TO l(0) SPARSE HELLINGER NMF. 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 19-05-2016
CHOI K, sandler M and fazekas G (2016). Text-based LSTM networks for Automatic Music Composition. Conference on Computer Simulation of Musical Creativity Huddersfield, UK 17 Jun 2016 - 19 Jun 2016. 18-04-2016
QUINTON E, Sandler M and Dixon S (2016). ESTIMATION OF THE RELIABILITY OF MULTIPLE RHYTHM FEATURES EXTRACTION FROM A SINGLE DESCRIPTOR. 01-04-2016
Saari P, Fazekas G, Eerola T, Barthet M, Lartillot , O S and M (2016). Genre-Adaptive Semantic Computing and Audio-Based Modelling for Music Mood Annotation. IEEE Transactions on Affective Computing (TAC) vol. 7, 122-135. 01-01-2016
Thalmann F, Perez Carillo A, Fazekas G and Sandler M (2016). The Semantic Music Player: A Smart Mobile Player Based on Ontological Structures and Analytical Feature Metadata. 01-01-2016
Thalmann F, Carrillo G, Wiggins GA and Sandler M (2016). The Mobile Audio Ontology: Experiencing Dynamic Music Objects on Mobile Devices. 01-01-2016
Carrillo A, Thalmann F, Fazekas G and Sandler M (2016). Geolocation Adaptive Music Player. 01-01-2016
Allik A, Fazekas G, Barthet M and Sandler M (2016). myMoodplay: An interactive mood-based music discovery app. 01-01-2016
Rodriguez-Serrano FJ, Ewert S, Vera-Candeas P and Sandler M (2016). A Score-Informed Shift-Invariant Extension of Complex Matrix Factorization for Improving the Separation of Overlapped Partials in Music Recordings. 01-01-2016
Barthet M, Fazekas G, Thalmann F, Sandler M and Wiggins GA (2016). Crossroads: Interactive Music Systems Transforming Performance, Production and Listening. 01-01-2016
Tian M and Sandler MB (2016). Music structural segmentation across genres with Gammatone features. 01-01-2016
Choi K, Fazekas G and Sandler M (2016). Automatic Tagging Using Deep Convolutional Neural Networks. 01-01-2016
Choi K, Fazekas G and Sandler M (2016). Towards Playlist Generation Algorithms Using RNNs Trained on Within-Track Transitions. 01-01-2016
Ewert S, Wang S, Müller M and Sandler M (2016). Score-Informed Identification of Missing and Extra Notes in Piano Recordings. 01-01-2016
Wilmering T, Thalmann F and Sandler MB (2016). Grateful Live: Mixing Multiple Recordings of a Dead Performance into an Immersive Experience. 01-01-2016
Thalmann F, Fazekas G, Wiggins GA and Sandler M (2016). Creating, Visualizing, and Analyzing Dynamic Music Objects in the Browser with the Dymo Designer. 01-01-2016
Barthet M, Fazekas G, Allik A, Thalmann F and Sandler M (2016). From interactive to adaptive mood-based music listening experiences in social or personal context. Journal of the Audio Engineering Society vol. 64, 673-682. 01-01-2016
Wilmering T and Sandler MB (2016). Interdisciplinary classification of audio effects in the audio effect ontology. 01-01-2016
Mora-McGinity M, Allik A, Fazekas G and Sandler M (2016). MusicWeb: Music discovery with open linked semantic metadata. 01-01-2016
Mora-Mcginity M, Allik A, Fazekas G and Sandler M (2016). Proc. Metadata and Semantics Research (MTSR), Nov. 22-25, Göttingen, Germany. 01-01-2016
Wilmering T, Fazekas G and Sandler M (2016). The Semantic Web, proc. of the 15th International Semantic Web Conference (ISWC), Oct. 17–21, Kobe, Japan. 01-01-2016
Buccoli M, Zanoni M, Fazekas G, Sarti A and Sandler M (2016). A Higher-Dimensional Expansion of Affective Norms for English Terms for Music Tagging. 01-01-2016
2015
QUINTON E, Harte C and Sandler M (2015). EXTRACTION OF METRICAL STRUCTURE FROM MUSIC RECORDINGS. International conference on Digital Audio Effects 06-12-2015
CHOI K, Fazekas G, sandler MARK and Kim J (2015). Auralisation of Deep Convolutional Neural Networks: Listening to Learned Features. International Society for Music Information Retrieval Conference Malaga, Spain 26 Oct 2015 - 30 Oct 2015. 30-10-2015
FREEMAN J, SANDLER M, WIGGINS G and STARKS G (2015). A concise taxonomy for describing data as an art material. IEEE VIS Chicago, Illinois 25 Oct 2015 - 30 Oct 2015. 26-10-2015
perez carillo A, THALMANN FS, Wilmering T and sandler M (2015). GeoLocation-Adaptive Music Player. International Society for Music Information Retrieval Conference (ISMIR). 26-10-2015
MEHRABI A, Dixon S and Sandler M (2015). VOCAL IMITATION OF PITCH, SPECTRAL SHAPE AND LOUDNESS
ENVELOPES. International Society for Music Information Retrieval Conference Malaga, Spain 25 Oct 2015 - 30 Oct 2015. 25-10-2015
O'Hanlon K, Sandler M and Plumbley MD (2015). Non-negative matrix factorisation incorporating greedy Hellinger sparse coding applied to polyphonic music transcription. 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 04-08-2015
Ewert S, Plumbley MD and Sandler M (2015). A Dynamic Programming Variant of Non-Negative Matrix Deconvolution for the Transcription of Struck String Instruments. 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 01-04-2015
Tian M, Fazekas G, Black DAA and Sandler M (2015). On the Use of the Tempogram to Describe Audio Content and its Application to Music Structural Segmentation. 01-01-2015
Wilmering T, Fazekas G, Allik A and Sandler MB (2015). Audio effects data on the semantic web. 01-01-2015
Barthet M, Fazekas G, Allik A and Sandler M (2015). Moodplay: an interactive mood-based musical experience. 01-01-2015
Thalmann F, Ewert S, Sandler M and Wiggins GA (2015). Spatially Rendering Decomposed Recordings - Integrating Score-Informed Source Separation and Semantic Playback Technologies. 01-01-2015
Thalmann F, Carrillo A, Fazekas G, Wiggins GA and Sandler M (2015). Navigating Ontological Structures based on Feature Metadata Using the Semantic Music Player. 01-01-2015
Zanoni M, Setragno F, Antonacci F, Sarti A, Fazekas G and Sandler M (2015). Training-based Semantic Descriptors modeling for violin quality sound characterization. 01-01-2015
Xue W, Xiaoyan L and Sandler M (2015). On comparison of phase alignments of harmonic components. 01-01-2015
Tian M, Fazekas G, Black DAA and Sandler M (2015). ON THE USE OF THE TEMPOGRAM TO DESCRIBE AUDIO CONTENT AND ITS APPLICATION TO MUSIC STRUCTURAL SEGMENTATION. 01-01-2015
O'Hanlon K, Sandler M and Plumbley MD (2015). NON-NEGATIVE MATRIX FACTORISATION INCORPORATING GREEDY HELLINGER SPARSE CODING APPLIED TO POLYPHONIC MUSIC TRANSCRIPTION. 01-01-2015
Ewert S, Plumbley MD and Sandler M (2015). A DYNAMIC PROGRAMMING VARIANT OF NON-NEGATIVE MATRIX DECONVOLUTION FOR THE TRANSCRIPTION OF STRUCK STRING INSTRUMENTS. 01-01-2015
2014
Fazekas G, BARTHET M and Sandler MB (2014). Novel Methods in Facilitating Audience and Performer Interaction Using the Mood Conductor Framework. Lecture Notes in Computer Science, Springer-Verlag vol. 8905 (Sound, Music, and Motion), 122-147. 05-12-2014
Ewert S, PLUMBLEY MD and Sandler M (2014). Accounting for phase cancellations in non-negative matrix factorization using weighted distances. Acoustics, Speech and Signal Processing (ICASSP) Florence, Italy 4 May 2014 - 9 May 2014. 04-05-2014
Tian M, Srinivasamurthy A, Sandler M and Serra X (2014). A Study of Instrument-Wise Onset Detection in Beijing Opera Percussion Ensembles. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 01-05-2014
Kudumakis P, Sandler M, Anadiotis ACG, Venieris IS, Difino A, Wang X, Tropea G, Grafl M, Rodríguez-Doncel V, Llorente S and Delgado J (2014). MPEG-M: A digital media ecosystem for interoperable applications. Signal Processing: Image Communication vol. 29 (1), 150-166. 01-01-2014
Terrell M, Simpson A and Sandler M (2014). The mathematics of mixing. AES: Journal of the Audio Engineering Society vol. 62 (1-2), 4-13. 01-01-2014
Hargreaves S, Wiggins G and Sandler M (2014). A Semantic Web approach to pattern discovery in data and music. Proceedings of the AES International Conference, 97-106. 01-01-2014
Wilmering T and Sandler MB (2014). Creating an audio effects database on the Semantic Web. 01-01-2014
Kolozali S, Fazekas G, Barthet M and Sandler M (2014). A framework for automatic ontology generation based on semantic audio analysis. 01-01-2014
Fazekas G, Barthet M and Sandler M (2014). Novel Methods in Facilitating Audience and Performer Interaction using the Mood Conductor Framework., Editors: Aramaki M, Kronland-Martinet R and Ystad S. 01-01-2014
Baume C, Fazekas G, Barthet M, Martson D and Sandler M (2014). Selection of audio features for music emotion recognition using production music. 01-01-2014
Lou T, Barthet M, Fazekas G and Sandler M (2014). Evaluation and Improvement of the Mood Conductor Interactive System. 01-01-2014
García JC, Taglialatela C, Kudumakis P, Tardón LJ, Barbancho I and Sandler M (2014). Interactive music applications by MPEG-A support in Sonic Visualiser. 53rd AES International Conference on "Semantic Audio" London, UK. 01-01-2014
Bussey C, Terrell M, Rahman R and Sandler M (2014). Metadata features that affect artificial reverberator intensity. 01-01-2014
Tian M, Fazekas G, Black DAA and Sandler M (2014). Design and Evaluation of Onset Detectors Using Different Fusion Policies. 01-01-2014
2013
Herrero G, Kudumakis P, Tardon LJ, Barbancho I and Sandler M (2013). An HTML5 Interactive (MPEG-A IM AF) Music Player. 10th International Symposium on Computer Music Multidisciplinary Research (CMMR'13) Marseille, France. 01-10-2013
Wen X and Sandler M (2013). Fast Additive Sinusoidal Synthesis With a Subband Sinusoidal Method. IEEE SIGNAL PROCESSING LETTERS vol. 20 (5), 467-470. 01-01-2013
Song C, Simpson AJR, Harte CA, Pearce MT and Sandler MB (2013). Syncopation and the score. PLoS One vol. 8 (9) 01-01-2013
Kolozali S, Barthet M, Fazekas G and Sandler M (2013). Automatic Ontology Generation for Musical Instruments Based on Audio Analysis. IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING vol. 21 (10), 1-14. 01-01-2013
Tian M, Fazekas G, Black DAA and Sandler M (2013). Towards the Representation of Chinese Traditional Music: A State of the Art Review of Music Metadata Standards. Proc. of the DCMI International Conference on Dublin Core and Metadata Applications (DC-2013), 2-6, September, Lisbon, Portugal, 71-81. 01-01-2013
Barthet M, Fazekas G and Sandler M (2013). Music Emotion Recognition: From Content- to Context-Based Models. 228-252. 01-01-2013
Ewert S, Mueller M and Sandler M (2013). EFFICIENT DATA ADAPTION FOR MUSICAL SOURCE SEPARATION METHODS BASED ON PARAMETRIC MODELS. 01-01-2013
Wilmering T, Fazekas G and Sandler M (2013). Audio Effect Classification Based on Auditory Perceptual Attributes. 01-01-2013
Fazekas G, Barthet M and Sandler MB (2013). Mood Conductor: Emotion-Driven Interactive Music Performance. 01-01-2013
Fazekas G, Barthet M and Sandler MB (2013). DEMO PAPER: THE BBC DESKTOP JUKEBOX MUSIC RECOMMENDATION SYSTEM: A LARGE SCALE TRIAL WITH PROFESSIONAL USERS. 01-01-2013
Fazekas G and Sandler MB (2013). DESCRIBING AUDIO PRODUCTION WORKFLOWS ON THE SEMANTIC WEB. 01-01-2013
Allik A, Fazekas G, Dixon S and Sandler M (2013). Facilitating Music Information Research with Shared Open Vocabularies. 01-01-2013
Allik A, Fazekas G, Dixon S and Sandler M (2013). A Shared Vocabulary for Audio Features. 01-01-2013
Saari P, Barthet M, Fazekas G, Eerola T and Sandler M (2013). Semantic models of musical mood: Comparison between crowd-sourced and curated editorial tags. 01-01-2013
Saari P, Eerola T, Fazekas G, Barthet M, Lartillot O and Sandler M (2013). The Role of Audio and Tags in Music Mood Prediction: a Study Using Semantic Layer Projection., Editors: Britto ASJ, Gouyon F and Dixon S. 01-01-2013
Wilmering T, Fazekas G and Sandler M (2013). The Audio Effects Ontology., Editors: Britto ASJ, Gouyon F and Dixon S. 01-01-2013
Kosta K, Song Y, Fazekas G and Sandler M (2013). A Study of Cultural Dependence of Perceived Mood in Greek Music., Editors: Britto ASJ, Gouyon F and Dixon S. 01-01-2013
Barthet M, Marston D, Baume C, Fazekas G and Sandler M (2013). Design and evaluation of semantic mood models for music recommendation. 01-01-2013
2012
Burdiel E, Vetter L, Simpson AJR, Terrell MJ, Mcpherson A and Sandler M (2012). Real-time implementation of glasberg & moore's loudness model for time-varying sounds. 01-12-2012
Lindsay-Smith H, McDonald S and Sandler M (2012). Drumkit transcription via convolutive NMF. 01-12-2012
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. (2012). Technology Trends in Auto Engineering A report by the AES Technical Council. JOURNAL OF THE AUDIO ENGINEERING SOCIETY vol. 60 (1-2), 90-107. 01-01-2012
Terrell M and Sandler M (2012). An Offline, Automatic Mixing Method for Live Music, Incorporating Multiple Sources, Loudspeakers, and Room Effects. COMPUTER MUSIC JOURNAL vol. 36 (2), 37-54. 01-01-2012
Sandler M, Hargreaves S and Klapuri A (2012). Structural Segmentation of Multitrack Audio. IEEE Transactions on Audio, Speech and Language Processing vol. 20 (10), 2637-2647. 01-01-2012
Stewart R and Sandler M (2012). Spatial Auditory Display. JOURNAL OF THE AUDIO ENGINEERING SOCIETY vol. 60 (11), 936-946. 01-01-2012
Wilmering T, Fazekas G and Sandler M (2012). High level semantic metadata for the control of multitrack adaptive audio effects. 01-01-2012
Fazekas G and Sandler M (2012). Knowledge Representation Issues in Audio-Related Metadata Model Design. 01-01-2012
Terrell M and Sandler M (2012). An offline, automatic mixing method for live music, incorporating multiple sources, loudspeakers, and room effects. Computer Music Journal vol. 36 (2), 37-54. 01-01-2012
Lindsay-Smith H, McDonald S and Sandler M (2012). Drumkit transcription via convolutive NMF. 01-01-2012
2011
Smith HL, McDonald S and Sandler M (2011). User driven, local model, reclassification of drum loop audio slices. 01-12-2011
Wilmering T, Barthet M and Sandler MB (2011). Dereverberation of musical instrument recordings for improved note onset detection and instrument recognition. 01-12-2011
Kudumakis P, Wang X, Matone S and Sandler M (2011). MPEG-M: Multimedia Service Platform Technologies. IEEE SIGNAL PROC MAG vol. 28 (6), 159-163. 01-11-2011
Fields B, Jacobson K, Rhodes C, d'Inverno M, Sandler M and Casey M (2011). Analysis and Exploitation of Musician Social Networks for Recommendation and Discovery. IEEE Transactions on Multimedia vol. 13 (4), 674-686. 01-08-2011
Stewart R, Kudumakis P and Sandler M (2011). Interactive Music Applications and Standards. Lecture Notes in Computer Science vol. 6684, 20-30. 01-08-2011
Stewart R and Sandler M (2011). An Auditory Display in Playlist Generation [Mobile applications]. IEEE SIGNAL PROC MAG vol. 28 (4), 14-23. 01-07-2011
Stewart R and Sandler M (2011). THE AMBLR: A MOBILE SPATIAL AUDIO MUSIC BROWSER. 2011 IEEE International Conference on Multimedia and Expo. 01-07-2011
Stowell D, Barthet M, Dixon S and Sandler M (2011). Musicology for the masses: Situating new audio technologies for musicology and music education. Digital Engagement 2011 Newcastle 15 Nov 2011 - 17 Nov 2011. 01-01-2011
Barthet M, Hargreaves S and Sandler M (2011). Speech/Music Discrimination in Audio Podcast Using Structural Segmentation and Timbre Recognition. 01-01-2011
Wilmering T, Fazekas G and Sandler MB (2011). Towards ontological representations of digital audio effects. 01-01-2011
Kolozali S, Fazekas G, Barthet M and Sandler M (2011). Knowledge representation issues in musical instrument ontology design. 01-01-2011
Kolozali S, Barthet M, Fazekas G and Sandler M (2011). Towards the automatic generation of a Semantic Web ontology for musical instruments. 01-01-2011
Yu D and Deng L (2011). Deep Learning and Its Applications to Signal and Information Processing [Exploratory DSP]. IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers (IEEE) vol. 28 (1), 145-154. 01-01-2011
Jang I, Kudumakis P, Sandler M and Kang K (2011). The MPEG Interactive Music Application Format Standard. IEEE SIGNAL PROC MAG vol. 28 (1), 150-154. 01-01-2011
2010
Terrell M and Sandler M (2010). Optimising the controls of a homogeneous loudspeaker array. 01-12-2010
Barthet M and Sandler M (2010). On the effect of reverberation on musical instrument automatic recognition. 01-12-2010
Cannam C, Landone C and Sandler M (2010). Sonic visualiser. Proceedings of the 18th ACM international conference on Multimedia. 25-10-2010
Wen X and Sandler M (2010). Source-Filter Modeling in the Sinusoid Domain. J AUDIO ENG SOC vol. 58 (10), 795-808. 01-10-2010
Wilmering T and Sandler M (2010). RDFx: Audio Effects Utilising Musical Metadata. 2010 IEEE Fourth International Conference on Semantic Computing. 01-09-2010
Hargreaves S, Landone C, Sandler M and Kudumakis P (2010). Segmentation and discovery of podcast content. 128th Audio Engineering Society Convention London, UK. 01-05-2010
Dixon S, Sandler M, d'Inverno M and Rhodes C (2010). Towards a Distributed Research Environment for Music Informatics and Computational Musicology. J NEW MUSIC RES vol. 39 (4), 291-294. 01-01-2010
Fazekas G, Raimond Y, Jacobson K and Sandler M (2010). An Overview of Semantic Web Activities in the OMRAS2 Project. J NEW MUSIC RES vol. 39 (4), 295-311. 01-01-2010
Cannam C, Sandler M, Jewell MO, Rhodes C and d'Inverno M (2010). Linked Data and You: Bringing Music Research Software into the Semantic Web. J NEW MUSIC RES vol. 39 (4), 313-325. 01-01-2010
Stewart R and Sandler M (2010). DATABASE OF OMNIDIRECTIONAL AND B-FORMAT ROOM IMPULSE RESPONSES. 01-01-2010
Sarti A, Zoelzer U, Serra X, Sandler M and Godsill S (2010). Digital Audio Effects. EURASIP J ADV SIG PR 01-01-2010
Terrell M, Reiss JD and Sandler M (2010). Automatic Noise Gate Settings for Drum Recordings Containing Bleed from Secondary Sources. EURASIP J ADV SIG PR 01-01-2010
Wilmering T, Fazekas G and Sandler M (2010). The effects of reverberation on onset detection tasks. 01-01-2010
Wen X and Sandler M (2010). On the Characterization of Slowly Varying Sinusoids. EURASIP J AUDIO SPEE 01-01-2010
2009
Stewart R and Sandler M (2009). Generating a spatial average reverberation tail across multiple impulse responses. 01-12-2009
Xue W and Sandler M (2009). Additive and multiplicative reestimation schemes for the sinusoid modeling of audio. 01-12-2009
Jacobson K, Raimond Y and Sandler M (2009). An ecosystem for transparent music similarity in an openworld. 01-12-2009
Levy M and Sandler M (2009). Music Information Retrieval Using Social Tags and Audio. IEEE Transactions on Multimedia vol. 11 (3), 383-395. 01-04-2009
Raimond Y, Sutton C and Sandler M (2009). Interlinking Music-Related Data on the Web. IEEE MULTIMEDIA vol. 16 (2), 52-63. 01-04-2009
Jacobson K and Sandler M (2009). Musically Meaningful or Just Noise? An Analysis of On-line Artist Networks., Editors: Ystad S, KronlandMartinet R and Jensen K. 01-01-2009
Tidhar D, Fazekas G, Kolozali S and Sandler M (2009). Publishing Music Similarity Features on the Semantic Web. 01-01-2009
Wen X and Sandler M (2009). Composite spectrogram using multiple Fourier transforms. IET SIGNAL PROCESS vol. 3 (1), 51-63. 01-01-2009
Xue W and Sandler M (2009). Notes on model-based non-stationary sinusoid estimation methods using derivatives. 01-01-2009
Fazekas G and Sandler M (2009). Ontology based information management in music production. 01-01-2009
Fazekas G and Sandler M (2009). Novel methods in information management for advanced audio workflows. 01-01-2009
Noland K and Sandler M (2009). Influences of Signal Processing, Tone Profiles, and Chord Progressions on a Model for Estimating the Musical Key from Audio. COMPUT MUSIC J vol. 33 (1), 42-56. 01-01-2009
2008
Jacobson K, Sandler M and Fields B (2008). Using audio analysis and network structure to identify communities in on-line social networks of artists. 01-12-2008
Jacobson K, Davies M and Sandler M (2008). The effects of lossy audio encoding on onset detection tasks. 01-12-2008
Jacobson K, Fields B, Sandler M and Casey M (2008). The effects of lossy audio encoding on genre classification tasks. 01-12-2008
Xue W and Sandler M (2008). Analysis and synthesis of audio vibrato using harmonic sinusoids. 01-12-2008
Raimond Y, Sutton C and Sandler M (2008). Automatic interlinking of music datasets on the Semantic Web. 01-12-2008
Reiss JD and Sandler M (2008). Detection and Removal of Limit Cycles in Sigma Delta Modulators. IEEE T CIRCUITS-I vol. 55 (10), 3119-3130. 01-11-2008
Levy M and Sandler M (2008). Structural segmentation of musical audio by constrained clustering. IEEE Transactions on Audio, Speech and Language Processing vol. 16 (2), 318-326. 01-02-2008
Slaney M, Ellis DPW, Sandler M, Goto M and Goodwin MM (2008). Introduction to the special issue on music information retrieval. IEEE T AUDIO SPEECH vol. 16 (2), 253-254. 01-02-2008
Levy M and Sandler M (2008). Learning Latent Semantic Models for Music from Social Tags. J NEW MUSIC RES vol. 37 (2), 137-150. 01-01-2008
Stewart R, Levy M and Sandler M (2008). 3D interactive environment for music collection navigation. 01-01-2008
Fields B, Casey M, Jacobson K and Sandler M (2008). Do you sound like your friends? exploring artist similarity via artist social network relationships and audio signal processing. 01-01-2008
Xue W and Sandler M (2008). Evaluating parameters of time-varying sinusoids by demodulation. 01-01-2008
Fazekas G, Raimond Y and Sandler M (2008). A framework for producing rich musical metadata in creative music production. 01-01-2008
2007
Jacobson K, Davies M and Sandler M (2007). Towards textual annotation of rhythmic style in electronic dance music. 01-12-2007
Wen X and Sandler M (2007). Calculation of radix-2 discrete multiresolution Fourier transform. SIGNAL PROCESS vol. 87 (10), 2455-2460. 01-10-2007
Raimond Y, Sutton C and Sandler M (2007). A distributed data space for music-related information. Workshop on multimedia information retrieval on The many faces of multimedia semantics. 28-09-2007
SANDLER MB and Noland K (2007). Signal Processing Parameters for Tonality Estimation. Proceedings of AES 122nd Convention, Vienna, 2007. 05-05-2007
SANDLER MB, Bello JP and Ravelli E (2007). Automatic Rhythm Modification of Drum Loops. IEEE Signal Processing Letters vol. 14 No 4, 228-231. 01-04-2007
Fazekas G and Sandler M (2007). Intelligent editing of studio recordings with the help of automatic music structure extraction. 01-01-2007
Stewart R and Sandler M (2007). Statistical measures of early reflections of room impulse responses. 01-01-2007
SANDLER MB and Wen X (2007). New Audio Editor Functionality Using Harmonic Sinusoids. Proceedings of AES 122nd Convention, Vienna 2007. 01-01-2007
Fazekas G and Sandler M (2007). Structural decomposition of recorded vocal performances and its application to intelligent audio editing. 01-01-2007
Levy M, Noland K and Sandler M (2007). A comparison of timbral and harmonic music segmentation algorithms. 01-01-2007
2006
SANDLER MB (2006). Interacting with Digital Music. Philips Symposium on Intelligent Applications, Keynote Talk, December 6, 2006. 06-12-2006
Lalmas M, SANDLER MB, Raimond Y and Abdallah S (2006). A Scalable Framework for Multimedia Knowledge Managment in Semantic Multimedia. Proceedings of the First International Conference on Semantics and Digital Media Technologies, SAMT 2006, Athen, Greece, December 6-8, 2006. 06-12-2006
Abdallah S, Sandler M, Rhodes C and Casey M (2006). Using duration models to reduce fragmentation in audio segmentation. MACH LEARN vol. 65 (2-3), 485-515. 01-12-2006
Bello JP, Daudet L and Sandler MB (2006). Automatic piano transcription using frequency and time-domain information. IEEE T AUDIO SPEECH vol. 14 (6), 2242-2251. 01-11-2006
SANDLER MB, Bello JP, Landone C and Cannam C (2006). The Sonic Visualiser: A Visualisation Platform for Semantic Descriptors from Musical Signals. Proceedings of the 7th International Conference on Music Information Retrieval [ISMIR'06], Victoria, Canada, October 2006. 01-10-2006
SANDLER MB and Levy M (2006). Lightweight Measures for Timbral Similarity of Musical Audio. Proceedings of ACM Multimedia, Santa Barbara, October 2006. 01-10-2006
Sandler M (2006). Louis Blumberg - In memoriam. SAMJ S AFR MED J vol. 96 (10), 1048-1048. 01-10-2006
SANDLER MB and Harte C (2006). Detecting Harmonic Change in Musical Audio. Proceedings of ACM Multimedia, Santa Barbara, October 2006. 01-10-2006
SANDLER MB and Noland K (2006). Key Estimation Using a Hidden Markov Model. Proceedings of the 7th International Conference on Music Information Retrieval [ISMIR'06]. Victorica, Canada, October 2006. 01-10-2006
Davies ME, PLUMBLEY MD, Sandler MB and Nesbit A (2006). Source Extraction from Two-Channel Mixtures by Joint Cosine Packet Analysis. Proceedings of the 14th European Signal Processing Conference (EUSIPCO 2006), Florence, Italy, Septemer 4-8, 2006. 04-09-2006
Sandler M and Black D (2006). Scalable audio coding for compression and loss resilient streaming. IEE P-VIS IMAGE SIGN vol. 153 (3), 331-339. 01-06-2006
SANDLER MB and Wen X (2006). Error Compensation in Modeling Time-Varying Sinusoids. Proceedings of DAFx'06, Montreal, 2006. 01-01-2006
SANDLER MB and Black D (2006). A Voicing Decision Driven Forward Error Correction Scheme For Voice Over IP Applications. Proceedings of EUSIPCO 2006. 01-01-2006
SANDLER MB and Levy M (2006). New Methods in Structural Segmentation of Musical Audio. Proceedings of EUSIPCO 2006. 01-01-2006
Raimond Y, Abdallah SA, Sandler M and Lalmas M (2006). Scalable framework for multimedia knowledge management., Editors: Avrithis Y, Kompatsiaris Y, Staab S and OConnor NE. 01-01-2006
Rhodes C, Casey M, Abdallah S and Sandler M (2006). A Markov-chain Monte-Carlo approach to musical audio segmentation. 01-01-2006
SANDLER MB and Levy M (2006). Application of Segmentation an dThumbnailing to Music Browsing and Searching. Proceedings of AES 120th Convention 2006. 01-01-2006
Chetry N and Sandler M (2006). Linear predictive models for musical instrument identification. 01-01-2006
Levy M, Sandler M and Casey M (2006). Extraction of high-level musical structure from audio data and its application to thumbnail generation. 01-01-2006
SANDLER MB, Raimond Y and Abdallah S (2006). An Ontology-Based Approach to Information Management for Music Analysis Systems. Proceedings of the 120th AES Convention 2006. 01-01-2006
Bello JP, Ravelli E and Sandler MB (2006). Drum sound analysis for the manipulation of rhythm in drum loops. 01-01-2006
2005
Aucouturier JJ, Pachet F and Sandler M (2005). The way it sounds: Timbre models for analysis and retrieval of music signals. IEEE T MULTIMEDIA vol. 7 (6), 1028-1035. 01-12-2005
Bello JP, Daudet L, Abdallah S, Duxbury C, Davies M and Sandler MB (2005). A tutorial on onset detection in music signals. IEEE T SPEECH AUDI P vol. 13 (5), 1035-1047. 01-09-2005
Davies ME, SANDLER MB and Chetry ND (2005). Identification of Monophonic Instrument of Monophonic Instrument Recordings Using K-Means and Support Vector Machines. 1st Digital Music Research Network Conference, Glasgow, July 2005. 01-07-2005
Sandler MB and REISS J (2005). A Mechanism for the Detection and Removal of Limit Cycles in the Operation of Sigma Delta Modulators. Advanced A/D andD/A Conversion Techniques and Their Applications, ADDA. Limerick, July 2005. 01-07-2005
Reefman D, Reiss J, Janssen E and Sandler M (2005). Description of limit cycles in sigma-delta modulators. IEEE T CIRCUITS-I vol. 52 (6), 1211-1223. 01-06-2005
SANDLER MB and Harte C (2005). Automatic Chord Identification Using a Quantised Chromagram. 118th AES Convention, Barcelona, 29 May 2005. 29-05-2005
SANDLER MB and Xue W (2005). Transcribing Piano Recordings Using Signal Novelty. 118th AES Convention, Barcelona, 29 May 2005. 29-05-2005
SANDLER MB and Chetry N (2005). Musical Instrument Identification Using LSF and K-Means. 118th AES Convention, Barcelona - 29 May 2005. 29-05-2005
SANDLER MB, Abdallah S, Harte C and Gomez E (2005). Symbolic Representation of Musical Chords: A Proposed Syntax for Text Annotation. Proceedings of 6th International Conference on Music Information Retrieval, ISMIR 2005. 01-01-2005
SANDLER MB, Abdallah S, Noland K, Rhodes C and Casey M (2005). Theory and Evaluation of a Bayesian Music Structure Extractor. Proceedings of 6th International Conference on Music Information Retrieval, ISMIR 2005. 01-01-2005
Dasgupta A, Hopcroft J, Kleinberg J and Sandler M (2005). On learning mixtures of heavy-tailed distributions. 01-01-2005
SANDLER MB, Bello JP and Ravelli E (2005). Fast Implementation for Non-Linear Time-Scaling of Stereo Signals. Proceedings 8th International Conference on Digital Audio Effects, DAFx 2005. 01-01-2005
SANDLER MB and Xue W (2005). A Partial Searching Algorithm and Its Application for Polyphonic Music Transcription. Proceedings of 6th International Conference on Music Information Retrieval, ISMIR 2005. 01-01-2005
SANDLER MB, Bello JP, Serra X, Pauws S, Herrera P, Cano P, Pampalk E, Vignoli F, Celma O and Widmer G (2005). Simac: Sematic Interaction with Music Audio Contents. Proceedings of the 2nd European Workshop on the Integration of Knowledge, Semantic and Digital Media Technologies, Savoy Place, London, 2005. 01-01-2005
2004
SANDLER MB and Bello JP (2004). Centre for Digital Music: Studio Report. ICMC'04, Miami, USA 2004. 01-11-2004
SANDLER MB and Black D (2004). Loss Resilient Scalable Audio Compression and Streaming. EWIMT, November 2004. 01-11-2004
Sandler MB, REISS J, Reefman D and Jannsen E (2004). Description of Limit Cycles in Feedback Sigma Delta Modulators. 117th Convention of the Audio Engineering Society, San Francisco, October 28-31, 2004. 28-10-2004
Davies ME, SANDLER MB, Duxbury C and Bello JP (2004). A Comparison Between Fixed and Multiresolution analysis for Onset Detection in Musical Signals. DAFx'04, Naples, Italy, October 2004. 01-10-2004
Bello JP, Duxbury C, Davies M and Sandler M (2004). On the use of phase and energy for musical onset detection in the complex domain. IEEE SIGNAL PROC LET vol. 11 (6), 553-556. 01-06-2004
Davies ME, SANDLER MB and Paul-Taiwo A (2004). Feature Extractors for Music Information Retrieval: Noise Robustness. 116th Convention of the Audio Engineering Society, Berlin, May 8-11, 2004. 08-05-2004
Daudet L and Sandler M (2004). MDCT analysis of sinusoids: Exact results and applications to coding artifacts reduction. IEEE T SPEECH AUDI P vol. 12 (3), 302-312. 01-05-2004
Sandler MB and REISS J (2004). Audio Issues in MIR Evaluation. Proceedings of the 5th International Conference on Music Information Retrieval, Barcelona, Spain, 2004. 01-01-2004
SANDLER MB and Aucouturier JJ (2004). The way it sounds: Timbre Models for Analysis and Retrieval of Polyphomic Music Signals. IEEE Trans Multimedia 01-01-2004
Davies ME, SANDLER MB, Chetry N and Duxbury C (2004). An Efficient Two-Stage Implementation of Harmonic Matching Pursuit. EUSIPCO-04. 01-01-2004
Sandler MB and REISS J (2004). Digital Audio Effects Applied Directly on a DSD Bitstream. Proceedings of the 7th International Conference on Digital Audio Effects [DAFX-04], Napoli, Italy 2004. 01-01-2004
Sandler MB and REISS J (2004). The Harmonic Content of a Limit Cycle in a DSD Bitstream. Proceedings of the Audio Engineering Society 116th Convention, Berlin, Germany, 2004. 01-01-2004
2003
PLUMBLEY MD, Sandler MB and Brossier P (2003). Matching Live Sources with Physical Models. Proceedings of the 6th Intenrtional Conference on Digital Audio Effects (DAFx-03), 8-11 September 2003. 08-09-2003
Sandler MB and REISS J (2003). The Pitfalls in Benchmarking and Evaluation of Music Information Retrieval Systems. The 26th Annual Internaitonal ACM SIGIR Conference, Toronto, Canada, July 28 to August 1 2003. 28-07-2003
Pickens J, Bello JP, Monti G, Sandler M, Crawford T, Dovey M and Byrd D (2003). Polyphonic score retrieval using polyphonic audio queries: A harmonic modeling approach. 01-06-2003
Davies ME, SANDLER MB, Bello JP and Duxbury C (2003). A Combined Phase and Amplitude Based Approach to onset Detection for Audio Segmentation. Proceedings of the 4th European Workshop on Image Analysis for Multimedia Interactive Services [WIAMIS-03], London, UK, April 9-11, 2003. 09-04-2003
SANDLER MB and Bello JP (2003). Phase-based Note Onset Detection for Music Signals. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing [ICASSP-03], Hong Kong, April 6-10, 2003. 06-04-2003
Sandler MB and REISS J (2003). They Exist: Limit Cycles in High Order Sigma Delta Modulators. Presented at 114th Convention of the Audio Engineering Society, Amsterdam, The Netherlands, March 22-25, 2003. 22-03-2003
PLUMBLEY MD, Sandler MB and Brossier P (2003). Real-time Object-Based Coding. Proceedings of the 114th AES Convention, Amsterdam, March 2003. 01-03-2003
Davies ME, SANDLER MB and Duxbury C (2003). Temporal Segmentation and Pre-Analysis for Non-Linear Time-Scaling of Audio. Proceedings of AES 114th Convention in Amsterdam March 2003. 01-03-2003
Reiss JD, Selbie J and Sandler MB (2003). Optimised kd-tree indexing of multimedia data., Editors: Izquierdo E. 01-01-2003
Sandler M and REISS J (2003). Dither and Noise Modulation in Sigma Delta Modulators. 115th Convention of Audio Engineering Society. 01-01-2003
Reiss J, Robert B, Alin F and Sandler M (2003). Flip phenomena and co-existing attractors in an incremental actuator. 01-01-2003
SANDLER MB, Monti G, Bello JP, Byrd D, Dovey M, Crawford T and Pickens J (2003). Polyphonic Score Retrieval using Polyphonic Audio Queries: A Harmonic Modelling Approach. Journal of New Music Research, 2003 vol. 2, 223-236. 01-01-2003
Duxbury C, Bello JP, Davies M and Sandler M (2003). A combined phase and amplitude based approach to onset detection for audio segmentation., Editors: Izquierdo E. 01-01-2003
Duxbury C, Bello JP, Davies M and Sandler M (2003). Complex domain onset detection for musical signals., Editors: Davies M. 01-01-2003
Black D and Sandler M (2003). Estimation of short term prediction parameters under lossy conditions. 01-01-2003
Reiss JD and Sandler MB (2003). Nonlinear time series analysis of musical signals., Editors: Davies M. 01-01-2003
SANDLER MB, Reiss J, Robert B and Alin F (2003). Analysis of the Nonlinear Dynamics of the Electric Step Motor. IEEE ICIT [International Conference on Industrial Technology] 2003. 01-01-2003
SANDLER MB and Reiss J (2003). Issues in Audio: Representations and File Formats for Music Digital Libraries [invited]. 4th Annual International Conference on Music Information Retrieval [ISMIR 2003]. 01-01-2003
2002
SANDLER MB (2002). Music Analysis and Recognition. MPCA Workshop, Leuven, Belgium 15 November 2002. 15-11-2002
Sandler MB and REISS J (2002). Beyond Recall and Precision: A Full Framework for MIR System Evaluation. Presented at the 3rd Annual International Symposium on Music Information Retrieval, Paris, France, October 17, 2002. 17-10-2002
SANDLER MB, Daudet L and Darlington D (2002). Implementation of Digital Audio Effects on Wavelet-Coded Signals. 5th International Workshop on Digital Audio Effects, DAFx 02, Hamburg, September 26-8, 2002. 26-09-2002
SANDLER MB and Monti G (2002). Automatic Polyphonic Piano Note Extraction using Fuzzy Logic in a Blackboard System. 5th International Workshop on Digital Audio Effects, DAFx 02, Hamburg, September 26-8 2002. 26-09-2002
Davies ME, SANDLER MB and Duxbury C (2002). A Hybrid Approach to Musical Note Onset Detection. 5th International Workshop on Digital Audio Effects, DAFx 02, Hamburg, September 26-8, 2002. 26-09-2002
SANDLER MB, Daudet L and Darlington D (2002). Linear Filtering in the Wavelet Domain. Second International Workshop on Spectral Methods and Multirate Signal Processing (SMMSP) September 7-8, 2002, Toulouse, France. 07-09-2002
Plumbley MD, Abdallah SA, Bello JP, Davies ME, Monti G and Sandler MB (2002). Automatic music transcription and audio source separation. 01-09-2002
da Fontoura Costa L and Sandler MB (2002). Systolic multiple-output multipliers for digital signal processing and computer vision. 1991 IEEE International Symposium on Circuits and Systems (ISCAS). 06-08-2002
Hayat L, Naqvi A and Sandler MB (2002). A fast thinning algorithm based on image compression. 1991 IEEE International Symposium on Circuits and Systems (ISCAS). 06-08-2002
Sandler MB and REISS J (2002). Benchmarking Music Information Retrieval Systems. 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
SANDLER MB, Bello JP, Monti G, Pickens J, Crawford T, Byrd D and Dovey M (2002). Polyphonic Score Retrieval Using Polyphonic Audio Queries: A Harmonic Modeling Approach. Journal of New Music Research vol. 31 (1), 223-236. 01-06-2002
Sandler MB, REISS J, Janssen E and Reefman D (2002). Improved Compression of DSD for Super Audio CD. Presented at 112th Convention of the Audio Engineering Society, Munich, Germany, May 10-13, 2002. 10-05-2002
SANDLER MB and Monti G (2002). Pitch Locking Monophonic Music Analysis. 112th Convention of the Audio Engineering Society, Munich, May 2002. 01-05-2002
SANDLER MB (2002). Internet Signal Processing a New Paradigm. IEEE ICASSP, Orlando, USA - May 2002. 01-05-2002
Davies ME, SANDLER MB and Duxbury C (2002). Improved Time-Scaling of Musical Audio Using Phase Locking of Transients. 112th Convention of the Audio Engineering Society, Munich, May 2002. 01-05-2002
SANDLER MB, Daudet L and Bello-Correa JP (2002). Time-Domain Polyphonic Piano Transcription Using a Self-Generating Database. 112th Convention of the Audio Engineering Society, Munich, May 2002. 01-05-2002
SANDLER MB (2002). Scalable Audio Compression. EPSRC Theme Day, Institute of Acoustics Conference, Salford - 26th March 2002. 26-03-2002
Reiss J, Alin F, Sandler M and Robert B (2002). A detailed analysis of the nonlinear dynamics of the electric step motor. 01-01-2002
Aucouturier JJ and Sandler M (2002). Finding repeating patterns in acoustic musical signals: Applications for audio thumbnailing. 01-01-2002
SANDLER MB and Zoelzer U (2002). Bitstream Signal Processing. DAFx: Digital Audi Effects ed. U. Zoelzer 01-01-2002
Daudet L, Sandler M and Torresani B (2002). Audio representations on overcomplete sets., Editors: Skodras AN and Constantinides AG. 01-01-2002
SANDLER MB and Marvasti F (2002). Applications of Nonuniform Sampling to nonuniform Modulation. A/D and D/A Techniques in Nonuniform Sampling, ed. F. Marvasti 01-01-2002
Darlington D, Daudet L and Sandler M (2002). DIGITAL AUDIO EFFECTS IN THE WAVELET DOMAIN. 01-01-2002
2001
Davies ME, SANDLER MB and Duxbury C (2001). Separation of Transient Information in Musical Audio Using Multiresolution Analysis Techniques. DAFx 2001, Limerick - 6-8 December 2001. 06-12-2001
Sandler MB and REISS J (2001). Efficient Compression of Oversampled 1-Bit Audio Signals. Presented at 111th Convention of the Audio Engineering Society, New York, NY, USA, 2001. 01-11-2001
Sandler MB, REISS J and Aucouturier J-J (2001). Efficient Multidimensional Searching Routines for Music Information Retrieval. Presented at 2nd Annual International Symposium on Music Information Retrieval, Bloomington, Indiana, USA, 2001. 01-10-2001
SANDLER MB and Aucouturier JJ (2001). Using Long-Term Structure to Retrieve Music: Representation and Matching. 2nd International Conference on Music Information Retrieval ISMIR 2001, Indiana, October 2001. 01-10-2001
Sandler M (2001). Special issue: Musical applications of digital signal processing - Introduction. J NEW MUSIC RES vol. 30 (3), 201-202. 01-09-2001
Davies ME, PLUMBLEY MD, Sandler MB, Bello JP, Abdallah SA, Monti G and Klingseisen J (2001). ICA and Related Models Applied to Audio Analysis and Separation. Proceedings of the Fourth International ICSC Symposium on Soft Computing and Intelligent Systems for Industry, Paisley, Scotland, June 26-29, 2001. 26-06-2001
Sandler MB and REISS J (2001). Multibit Chaotic Sigma Delta Modulation. Presented at Nonlinear Dynamics of Electronic Systems, Delft, The Netherlands, 2001. 21-06-2001
Reiss JD and Sandler MB (2001). The benefits of multibit chaotic sigma delta modulation. Chaos vol. 11 (2), 377-383. 01-06-2001
SANDLER MB and Aucouturier J (2001). Segmentation of Musical Signals using Hidden Markov Models. 110th Convention of AES, Amsterdam, 12-15 May 2001. 12-05-2001
SANDLER MB and Landone C (2001). Surround Sound Impact over Large Areas. 110th Convention of AES, Amsterdam 12-15 May 2001. 12-05-2001
Sandler MB and REISS J (2001). Exploiting Chaos in Multibit Sigma Delta Modulation. Presented at European Conference on Circuit Theory and Design, Espoo, Finland, 2001. 01-01-2001
Leslie B and Sandler M (2001). Packet loss resilient, scalable audio compression and streaming for IP networks. 01-01-2001
Sandler MB, REISS J and Mitianoudis N (2001). Computation of Generalized Mutual Information from Multichannel Audio Data. Presented at 110th Convention of the Audio Engineering Society, Amsterdam, The Netherlands, 2001. 01-01-2001
Marvasti F and Sandler M (2001). Applications of Nonuniform Sampling to Nonlinear Modulation, A/D and D/A Techniques. Nonuniform Sampling 647-687. 01-01-2001
2000
Castellano G, Boyce J and Sandler M (2000). Regularized CDWT optical flow applied to moving-target detection in IR imagery. Machine Vision and Applications, Springer Nature vol. 11 (6), 277-288. 01-05-2000
Sandier M (2000). Linear time-invariant systems in the wavelet domain. 29-02-2000
Landone C and Sandler M (2000). Applications of binaural processing to surround sound reproduction in large spaces. 2000 IEEE International Symposium on Circuits and Systems. Emerging Technologies for the 21st Century. Proceedings (IEEE Cat No.00CH36353). 01-01-2000
Bello JP and Sandler M (2000). BLACKBOARD SYSTEM AND TOP-DOWN PROCESSING FOR THE TRANSCRIPTION OF SIMPLE POLYPHONIC MUSIC. 01-01-2000
1999
Nawrocki R, Goldberg JM and Sandler MB (1999). Information‐theoretic constraints on noise shaping networks with minimum noise power gain. International Journal of Circuit Theory and Applications, Wiley vol. 27 (4), 437-441. 01-07-1999
Magrath AJ and Sandler MB (1999). Digital-domain dithering of sigma-delta modulators using bit flipping. Computer Standards & Interfaces, Elsevier vol. 21 (2) 01-06-1999
Price M and Sandler M (1999). Investigation of a least squares method for high order filter synthesis. Proceedings - IEEE International Symposium on Circuits and Systems vol. 3 01-01-1999
Leslie B and Sandler M (1999). Wavelet packet algorithm for 1-D data with no block end effects. Proceedings - IEEE International Symposium on Circuits and Systems vol. 3 01-01-1999
Palomar DP, Price M and Sandler M (1999). Re-optimisation of LPC filters for multi-pulse coded excitation. Electronics Letters, Institution of Engineering and Technology (IET) vol. 35 (13) 01-01-1999
Castellano G, Boyce J and Sandler M (1999). Moving target detection in infrared imagery using a regularized CDWT optical flow. Proceedings IEEE Workshop on Computer Vision Beyond the Visible Spectrum: Methods and Applications (CVBVS'99). 01-01-1999
Sandler MB, Magrath AJ and Kudumakis P (1999). 16 High Quality Audio Coding for Mobile Multimedia Communications. Insights Into Mobile Multimedia Communications 251-269. 01-01-1999
Landone C and Sandler M (1999). ISSUES IN PERFORMANCE PREDICTION OF SURROUND SYSTEMS IN SOUND REINFORCEMENT APPLICATIONS. 01-01-1999
1998
Leslie B and Sandler M (1998). Audio compression using wavelets. IEE Colloquium (Digest) (470) 01-12-1998
Landone C and Sandler MB (1998). 3-D sound systems: A computationally efficient binaural processor. IEE Colloquium (Digest) (470) 01-12-1998
Price M, Waters M and Sandler M (1998). Synthesis and performance of a new class of implementation for high-order recursive digital filters. IEE Proceedings - Vision Image and Signal Processing, Institution of Engineering and Technology (IET) vol. 145 (2) 01-01-1998
Leslie B and Sandler M (1998). Audio compression using wavelets. IEE Colloquium on Audio and Music Technology: the Challenge of Creative DSP. 01-01-1998
Magrath AJ and Sandler MB (1998). Encoding hidden data channels in sigma-delta bitstreams. ISCAS '98. Proceedings of the 1998 IEEE International Symposium on Circuits and Systems (Cat. No.98CH36187). 01-01-1998
Magrath AJ and Sandler MB (1998). Efficient coding of linear predictive coefficients for wideband speech. ISCAS '98. Proceedings of the 1998 IEEE International Symposium on Circuits and Systems (Cat. No.98CH36187). 01-01-1998
Lambrou T, Kudumakis P, Speller R, Sandler M and Linney A (1998). Classification of audio signals using statistical features on time and wavelet transform domains. Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181). 01-01-1998
Magrath AJ and Sandler MB (1998). Parametric Encoding of Line Spectral Pairs for Wideband Speech. Applied Signal Processing, Springer Nature vol. 5 (4) 01-01-1998
Landone C and Sandler MB (1998). 3-D sound systems: a computationally efficient binaural processor. IEE Colloquium on Audio and Music Technology: the Challenge of Creative DSP. 01-01-1998
1997
Kudumakis P and Sandler M (1997). Wavelets versus conventional filters for low bit rate audio coding. IEE Conference Publication. 01-12-1997
Kudumakis P and Sandler MB (1997). Usage of short wavelets for scaleable audio coding. Wavelet Applications in Signal and Image Processing V. 30-10-1997
Magrath AJ and Sandler MB (1997). A use of sigma‐delta modulation in power digital‐to‐analogue conversion. International Journal of Circuit Theory and Applications, Wiley vol. 25 (5), 439-455. 01-09-1997
Magrath AJ and Sandler MB (1997). Digital power amplification using sigma-delta modulation and bit flipping. AES: Journal of the Audio Engineering Society vol. 45 (6), 476-487. 01-06-1997
Magrath AJ and Sandler MB (1997). Digital-domain dithering of sigma-delta modulators using bit flipping. AES: Journal of the Audio Engineering Society vol. 45 (6), 467-475. 01-06-1997
Dunn C and Sandler M (1997). Psychoacoustically optimal sigma-delta modulation. AES: Journal of the Audio Engineering Society vol. 45 (4), 212-223. 01-04-1997
Waters M, Price M, Sandler MB and Magrath AJ (1997). Parallel interconnection of cascaded subfilters: improved performance at high order. Proceedings of 1997 IEEE International Symposium on Circuits and Systems. Circuits and Systems in the Information Age ISCAS '97. 01-01-1997
Magrath AJ, Clark IG and Sandler MB (1997). Design and implementation of a FPGA sigma-delta power DAC. 1997 IEEE Workshop on Signal Processing Systems. SiPS 97 Design and Implementation formerly VLSI Signal Processing. 01-01-1997
Magrath AJ and Sandler MB (1997). A sigma-delta modulator topology with high linearity. Proceedings of 1997 IEEE International Symposium on Circuits and Systems. Circuits and Systems in the Information Age ISCAS '97. 01-01-1997
1996
Sandler M and Zeheb E (1996). On using mathematica to implement the zero set technique. IEE Colloquium (Digest) (78) 01-12-1996
Sandler M and Zeheb E (1996). On using Mathematica to implement the zero set technique. IEE Colloquium (Digest) (78) 01-12-1996
Sandler MB, Kudumakis P and Magrath AJ (1996). Audio coding for mobile multimedia communications. IEE Colloquium (Digest) (248) 01-12-1996
Dunn C and Sandler M (1996). Fixed and adaptive sigma-delta modulators with multibit quantisers. Applied Signal Processing vol. 3 (4), 212-222. 01-12-1996
Kudumakis PE and Sandler MB (1996). On the compression obtainable with four-tap wavelets. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers (IEEE) vol. 3 (8), 231-233. 01-08-1996
Dunn C and Sandler M (1996). A comparison of dithered and chaotic sigma-delta modulators. AES: Journal of the Audio Engineering Society vol. 44 (4), 227-244. 01-04-1996
Price M, Holden S and Sandler M (1996). Accurate parallel form filter synthesis. Electronics Letters, Institution of Engineering and Technology (IET) vol. 32 (22) 01-01-1996
Dunn C and Sandler M (1996). Adaptive sigma-delta modulation for use in DACs. Electronics Letters, Institution of Engineering and Technology (IET) vol. 32 (10) 01-01-1996
Kudumakis PE and Sandler MB (1996). Wavelet packet based scalable audio coding. Proceedings - IEEE International Symposium on Circuits and Systems. 01-01-1996
Summerfield S, Anderson M, Kershaw S and Sandler M (1996). VLSI implementation of a Sigma-Delta bitstream FIR filter. 01-01-1996
Magrath AJ and Sandler MB (1996). Hybrid pulse width modulation/sigma–delta modulation power digital-to-analogue converter. IEE Proceedings - Circuits Devices and Systems, Institution of Engineering and Technology (IET) vol. 143 (3) 01-01-1996
Magrath AJ and Sandler MB (1996). Performance enhancement of sigma-delta modulator D-A converters using non-linear techniques. 1996 IEEE International Symposium on Circuits and Systems. Circuits and Systems Connecting the World. ISCAS 96. 01-01-1996
Castellano G and Sandler MB (1996). Handwritten digits recognition using Hough transform and neural networks. 01-01-1996
1995
Magrath AJ and Sandler MB (1995). Non-linear deterministic dithering of sigma-delta modulators. 01-12-1995
Sandler MB, Waters M and Price M (1995). Performance advantage of hybrid cascade/parallel high order recursive filters. Electronics Letters, Institution of Engineering and Technology (IET) vol. 31 (23), 1983-1985. 09-11-1995
Magrath AJ and Sandler MB (1995). Resolution enhancement and dither of sigma-delta modulator digital-to-analogue converters. Electronics Letters, Institution of Engineering and Technology (IET) vol. 31 (18), 1540-1542. 31-08-1995
Sandler M and Dunn C (1995). Efficient linearisation of sigma-delta modulators using single-bit dither. Electronics Letters, Institution of Engineering and Technology (IET) vol. 31 (12), 941-942. 08-06-1995
Magrath AJ and Sandler MB (1995). Efficient dithering of sigma-delta modulators with adaptive bit flipping. Electronics Letters, Institution of Engineering and Technology (IET) vol. 31 (11), 846-847. 25-05-1995
Sandler MB and Magrath AJ (1995). Power digital-to-analogue conversion using a sigma-delta modulator with controlled limit cycles. Electronics Letters, Institution of Engineering and Technology (IET) vol. 31 (4), 251-253. 16-02-1995
Kudumakis PE and Sandler MB (1995). On the performance of wavelets for low bit rate coding of audio signals. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 01-01-1995
Dunn C and Sandler M (1995). Linearising sigma-delta modulators using dither and chaos. Proceedings of ISCAS'95 - International Symposium on Circuits and Systems. 01-01-1995
Kershaw SM, Summerfield S and Sandler MB (1995). On Σ Δ signal processing remodulator complexity. 01-01-1995
1994
Summerfield S, Kershaw SM and Sandler MB (1994). Sigma-delta bitstream filtering in VLSI. 01-12-1994
Goldberg JM and Sandler MB (1994). New high accuracy pulse width modulation based digital-to-analogue convertor/power amplifier. IEE Proceedings - Circuits Devices and Systems, Institution of Engineering and Technology (IET) vol. 141 (4) 01-01-1994
Mackenzie J and Sandler M (1994). Modelling sound with chaos. Proceedings of IEEE International Symposium on Circuits and Systems - ISCAS '94. 01-01-1994
Price M and Sandler M (1994). Implementation of the IPFE algorithm for synthesis of high order recursive filters. Proceedings of IEEE International Symposium on Circuits and Systems - ISCAS '94. 01-01-1994
Dunn C (1994). Measurement of nonlinearity in high-resolution sigma-delta converters. Second International Conference on `Advanced A-D and D-A Conversion Techniques and their Applications'. 01-01-1994
Hanif T and Sandler M (1994). A counter-based Hough transform system. Microprocessors and Microsystems, Elsevier vol. 18 (1), 19-26. 01-01-1994
1993
Costa LD and Sandler MB (1993). Effective Detection of Digital Bar Segments with Hough Transform. Graphical Models, Elsevier vol. 55 (3), 180-191. 01-05-1993
Waters M and Sandler MB (1993). Least squares IIR filter design on a logarithmic frequency scale. 1993 IEEE International Symposium on Circuits and Systems. 01-01-1993
Hare AR and Sandler MB (1993). General test framework for straight-line detection by Hough transforms. 01-01-1993
Sandler MB (1993). Implementation of high order recursive filters as sub-filters. 1993 IEEE International Symposium on Circuits and Systems. 01-01-1993
Sandler MB (1993). Digital-to-analogue conversion using pulse width modulation. Electronics & Communications Engineering Journal, Institution of Engineering and Technology (IET) vol. 5 (6) 01-01-1993
1992
Hayat L, Naqvi A and Sandler M (1992). Comparative evaluation of fast thinning algorithms on a multiprocessor architecture. Image and Vision Computing, Elsevier vol. 10 (4), 210-218. 01-05-1992
Yu J, Sandler MB and Hawken RE (1992). Adaptive quantisation for one-bit sigma-delta modulation. IEE Proceedings G Circuits Devices and Systems, Institution of Engineering and Technology (IET) vol. 139 (1) 01-01-1992
Sandler M (1992). New synthesis techniques for high order all-pole filters. IEE Proceedings G Circuits Devices and Systems, Institution of Engineering and Technology (IET) vol. 139 (1) 01-01-1992
Hare AR and Sandler MB (1992). Improved-performance ‘randomised’ Hough transform. Electronics Letters, Institution of Engineering and Technology (IET) vol. 28 (18) 01-01-1992
Chan CK and Sandler MB (1992). A complete shape recognition system using the Hough transform and neural network. Proceedings., 11th IAPR International Conference on Pattern Recognition. Vol.II. Conference B: Pattern Recognition Methodology and Systems. 01-01-1992
da F. Costa L and Sandler MB (1992). Detecting Digital Straight Line Segments in O(N2). Visual Form 165-174. 01-01-1992
1991
Hiorns RE, Bowman RG and Sandler MB (1991). PWM DAC for digital audio power conversion. From theory to performance. 01-12-1991
Hayat L and Sandler MB (1991). Efficient multidimensional/multidirectional parallel pipelined architecture for image processing. 01-12-1991
Costa LDF and Sandler MB (1991). Application of the binary hough transform to image compression. 01-12-1991
Zhou S, Sandler M and Bergman G (1991). A switched memory decoding system for a multiple processor system. Microprocessors and Microsystems, Elsevier vol. 15 (9), 481-487. 01-11-1991
da F. Costa L, Leng X, Sandler MB and Smart P (1991). Semiautomated analysis of clay samples. Review of Scientific Instruments, AIP Publishing vol. 62 (9), 2163-2166. 01-09-1991
Goldberg JM and Sandler MB (1991). Noise shaping and pulse-width modulation for an all-digital audio power amplifier. AES: Journal of the Audio Engineering Society vol. 39 (6), 449-460. 01-06-1991
Goldberg JM and Sandler MB (1991). Pseudo-natural pulse width modulation for high accuracy digital-to-analogue conversion. Electronics Letters, Institution of Engineering and Technology (IET) vol. 27 (16) 01-01-1991
Waters M and Sandler MB (1991). Application of nonlinear dynamics to digital effects for musical instruments. 01-01-1991
Ben-Tzvi D and Sandler M (1991). Analogue implementation of the Hough transform. IEE Proceedings G Circuits Devices and Systems, Institution of Engineering and Technology (IET) vol. 138 (4) 01-01-1991
Hiorns RE, Bowman RG, Goldberg JM and Sandler MB (1991). Developments in realising an all digital power amplifier. 01-01-1991
Hayat L, Naqvi A and Sandler MB (1991). Parallel implementation of a fast thinning algorithm using image compression. IEE Proceedings I Communications Speech and Vision, Institution of Engineering and Technology (IET) vol. 138 (6) 01-01-1991
Sandler M (1991). Algorithm for high precision root finding from high order LPC models. IEE Proceedings I Communications Speech and Vision, Institution of Engineering and Technology (IET) vol. 138 (6) 01-01-1991
1990
da Fontoura Costa L, Tzionas P and Sandler MB (1990). On the VLSI implementation of the Binary Hough Transform. 01-12-1990
Ben-Tzvi D, Naqvi A and Sandler M (1990). Synchronous multiprocessor implementation of the Hough transform. Computer Vision Graphics and Image Processing, Elsevier vol. 52 (3), 437-446. 01-12-1990
Sandler M, Hayat L and Costa L (1990). Benchmarking processors for image processing. Microprocessors and Microsystems, Elsevier vol. 14 (9), 583-588. 01-11-1990
Ben-Tzvi D, Naqui A and Sandler M (1990). Efficient parallel implementation of the hough transform on a distributed memory system. Computer Vision Graphics and Image Processing, Elsevier vol. 52 (2) 01-11-1990
Choo CY and Freeman H (1990). Comparative precision analysis of chain-coding families for line-drawing encoding. Curves and Surfaces in Computer Vision and Graphics. 01-08-1990
da Fontoura Costa L and Sandler MB (1990). Binary Hough transform and its implementation. Curves and Surfaces in Computer Vision and Graphics. 01-08-1990
Ben-Tzvi D and Sandler MB (1990). Counter-based Hough transform. Electronics Letters, Institution of Engineering and Technology (IET) vol. 26 (11), 751-753. 24-05-1990
Ben-Tzvi D and Sandler MB (1990). A combinatorial Hough transform. Pattern Recognition Letters, Elsevier vol. 11 (3), 167-174. 01-03-1990
da Fontoura Costa L, Ben-Tzvi D and Sandler M (1990). Performance improvements to the Hough transform. 01-01-1990
Ben-Tzvi D and Sandler M (1990). Analog implementation of the Hough transform suitable for single chip VLSI implementation. IEEE International Symposium on Circuits and Systems. 01-01-1990
Hayat L and Sandler MB (1990). Image compression algorithm for fast parallel thinning of binary images. Electronics Letters, Institution of Engineering and Technology (IET) vol. 26 (14) 01-01-1990
da Fontoura Costa L and Sandler MB (1990). A complete and efficient real time system for line segment detection based on the binary Hough transform. Proceedings. EUROMICRO '90 Workshop on Real Time. 01-01-1990
Sandler MB (1990). Analysis and synthesis of atonal percussion using high order linear predictive coding. Applied Acoustics, Elsevier vol. 30 (2-3), 247-264. 01-01-1990
1989
Costa LDF and Sandler MB (1989). Neural networks and Hough transform for pattern recognition. 01-12-1989
Da Fontoura Costa L and Sandler MB (1989). A binary Hough transform and its efficient implementation in a systolic array architecture. Pattern Recognition Letters, Elsevier vol. 10 (5), 329-334. 01-11-1989
Sandler M (1989). High complexity resonator structures for formant synthesis of musical instruments. Microprocessing and Microprogramming, Elsevier vol. 27 (1-5), 557-562. 01-08-1989
Ben-Tzvi D and Sandler M (1989). Efficient parallel implementation of the hough transform on a distributed memory system. Microprocessing and Microprogramming, Elsevier vol. 27 (1-5), 147-152. 01-08-1989
Ben-Tzvi D, Naqvi A and Sandler M (1989). Efficient parallel implementation of the Hough transform on a distributed memory system. Image and Vision Computing, Elsevier vol. 7 (3), 167-172. 01-08-1989
Eghtesadi S and Sandler M (1989). Implementation of the Hough transform for intermediate-level vision on a transputer network. Microprocessors and Microsystems, Elsevier vol. 13 (3), 212-218. 01-04-1989
Ben-Tzvi D and Sandler M (1989). Analogue implementation of Hough transform. Electronics Letters, Institution of Engineering and Technology (IET) vol. 25 (18) 01-01-1989
Sandler M (1989). Implementation strategy for high-order recursive filters. Electronics Letters, Institution of Engineering and Technology (IET) vol. 25 (16) 01-01-1989
Da Fontoura Costa L and Sandler MB (1989). Improving parameter space for Hough transform. Electronics Letters, Institution of Engineering and Technology (IET) vol. 25 (2) 01-01-1989
Sandler MB, Hayat L, Costa L and Naqvi A (1989). A comparative evaluation of DSPs, microprocessors and the transputer for image processing. International Conference on Acoustics, Speech, and Signal Processing. 01-01-1989
1988
Sandler M (1988). Interfacing the transputer to the TMS320 in an image processing environment. Microprocessors and Microsystems, Elsevier vol. 12 (9), 490-496. 01-11-1988
Sandler MB and Eghtesadi S (1988). Transputer based implementations of the hough transform for computer vision. Microprocessing and Microprogramming, Elsevier vol. 24 (1-5), 403-408. 01-08-1988
1987
Naqvi AA and Sandler MB (1987). LOW COST MULTIPROCESSOR ARCHITECTURE FOR REAL-TIME IMAGE PROCESSING. 01-12-1987
1986
1985
Grants
Grants of specific relevance to the Centre for Multimodal AIUKRI Centre for Doctoral Training in Artificial Intelligence and MusicSimon Dixon, Emmanouil Benetos, Nicholas Bryan-Kinns, Mark Sandler, Andrew McPherson, Mathieu Barthet, Gyorgy 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)
EPSRC DTP Mobility 2020Syed Rizvi, Mark Sandler, Nicholas Bryan-Kinns and Jun Chen
£1,702,498 EPSRC Engineering and Physical Sciences Research Council (01-10-2020 - 30-04-2028)
Co-Creator for songwriters & producers: generative AI Creator tools to boost efficiency of the creative processMark Sandler, Haim Dubossarsky and Mathieu Barthet
£320,887 Innovate UK (01-04-2024 - 31-03-2025)
StudioSync: AI productivity tools for record labels in the management of musical recordings and creator metadataMark Sandler and Mathieu Barthet
£304,918 Innovate UK (01-04-2024 - 31-03-2025)
Fine-grained music source separation with deep-learning modelsLin Wang and Mark Sandler
£48,144 Innovate UK (01-04-2024 - 31-03-2025)
CDT in Media & ArtsMathieu Barthet, Patrick Healey and Mark Sandler
£3,782,384 EPSRC Engineering and Physical Sciences Research Council (01-05-2014 - 31-12-2023)
EPSRC Industrial CASE Award 2017Mark Sandler
£83,296 EPSRC Engineering and Physical Sciences Research Council (01-10-2017 - 30-09-2022)