Professor Mark Sandler, BSc PhD FREng CEng FIEEE FAES FIET

Professor of Signal Processing
Email: mark.sandler@qmul.ac.ukTelephone: +44 20 7882 7680Room Number: Engineering, Eng 404
Teaching
Digital Signal Processing (Undergraduate)
This is a Level 6 module, which builds upon the signal processing theory introduced in ELE374, Signals and Systems Theory. The main part of the module covers the theory of digital signal processing techniques and digital filter design. The module concludes with an examination of some applications of digital signal processing.
Fundamentals of DSP (Postgraduate/Undergraduate)
Introduction: Why DSP, sampling, quantization, Signals, LTI systems, Z transforms and polynomials, DFT, FFT, Spectrum Analysis, FIR filters, IIR filters
Research
Research 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
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Diaz R, Hayes B, Saitis C et al. (2023). Rigid-Body Sound Synthesis with Differentiable Modal Resonators. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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Sarkar S, Benetos E, Sandler M (2022). EnsembleSet: A new high-quality synthesised dataset for chamber ensemble separation. 23rd International Society for Music Information Retrieval Conference (ISMIR)
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Zhao Y, Fazekas G, Sandler M (2022). Violinist Identification Using Note-Level Timbre Feature Distributions. 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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Delgado A, Demirel E, Subramanian V et al. (2022). Deep Embeddings for Robust User-Based Amateur Vocal Percussion Classification. 19th Sound and Music Computing Conferences
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Miller J, O'Hanlon K, Sandler MB (2022). Improving Balance in Automatic Chord Recognition with Random Forests. nameOfConference
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Zhao Y, Fazekas G, Sandler M (2022). Transfer Learning for Violinist Identification. nameOfConference
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Yeoward C, Shukla R, Stewart R et al. (2021). Real-time binaural room modelling for augmented reality applications. nameOfConference
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Sarkar S, Benetos E, Sandler M (2021). Vocal Harmony Separation using Time-domain Neural Networks. 22nd Annual Conference of the International Speech Communication Association (INTERSPEECH)
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Zhao Y, Wang C, Fazekas G et al. (2021). Violinist identification based on vibrato features. 29th European Signal Processing Conference (EUSIPCO)
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Shukla R, Stewart R, Sandler M (2021). User HRTF Selection for 3D Auditory Mixed Reality. Sound and Music Computing Conference
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Miller J, Nicosia V, Sandler M (2021). Discovering Common Practice: Using Graph Theory to Compare Harmonic Sequences in Musical Audio Collections. nameOfConference
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Kirby T, Sandler M (2021). The evolution of drum modes with strike intensity: Analysis and synthesis using the discrete cosine transform. nameOfConference
DOI: 10.1121/10.0005509
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Subramanian V, Gururani S, Benetos E et al. (2021). Anomalous behaviour in loss-gradient based interpretability methods. RobustML workshop paper at ICLR 2021
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O'Hanlon K, Sandler M (2021). FifthNet: Structured Compact Neural Networks for Automatic Chord Recognition. nameOfConference
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Bryce L, Sandler M, Serafin S et al. (2020). The Sense of Auditory Presence in a Choir for Virtual Reality. 149th Conference of the Audio Engineering Society
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Delgado Luezas A, Saitis C, Sandler M (2020). Spectral and Temporal Timbral Cues of Vocal Imitations of Drum Sounds. 2nd International Conference on Timbre
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Zhao Y, Fazekas G, Sandler M (2020). Identifying master violinists using note-level audio features. 17th Sound and Music Computing Conference
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SUBRAMANIAN V, Pankajakshan A, Benetos E et al. (2020). A Study on the Transferability of Adversarial Attacks in Sound Event Classification. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020)
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Metzig C, Gould M, Noronha R et al. (2020). Classification of origin with feature selection and network construction for folk tunes. nameOfConference
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Fano Yela D, Thalmann F, Nicosia V et al. (2020). Online visibility graphs: Encoding visibility in a binary search tree. nameOfConference
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KUDUMAKIS P, WILMERING T, Sandler M et al. (2020). The Challenge: From MPEG Intellectual Property Rights Ontologies to Smart Contracts and Blockchains. nameOfConference
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WILMERING T, MOFFAT DJ, Milo A et al. (2020). A History of Audio Effects. nameOfConference
DOI: 10.3390/app10030791
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Thalmann F, Wiggins G, Sandler M (2019). Representing Modifiable and Reusable Musical Content on the Web with Constrained Multi-Hierarchical Structures. nameOfConference
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Allik A, Thalmann F, Metzig C et al. (2019). Join my party! How can we enhance social interactions in music streaming?. Web Audio Conference
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Thalmann F, Allik A, Metzig C et al. (2019). moodplay.github.io: an online collaborative music player. Web Audio Conference
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Pauwels J, O'Hanlon K, Gómez E et al. (2019). 20 Years of Automatic Chord Recognition from Audio. Proceedings of the 20th Conference of the International Society for Music Information Retrieval (ISMIR)
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SUBRAMANIAN V, Benetos E, Sandler M (2019). Robustness of Adversarial Attacks in Sound Event Classification. 4th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2019)
DOI: 10.33682/sp9n-qk06
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Wilmering T, Thalmann F, Sandler MB (2019). Alignment and Timeline Construction for Incomplete Analogue Audience Recordings of Historical Live Music Concerts. 147th Audio Engineering Society International Convention 2019
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Moffat D, Sandler M (2019). Approaches in Intelligent Music Production. nameOfConference
DOI: 10.3390/arts8040125
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Delgado A, McDonald S, Xu N et al. (2019). A new dataset for amateur vocal percussion analysis. nameOfConference
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Senvaityte D, Pauwels J, Sandler M (2019). Guitar String Separation Using Non-Negative Matrix Factorization and Factor Deconvolution. Audio Mostly 2019
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Bruford F, Barthet M, McDonald S et al. (2019). Modelling musical similarity for drum patterns: A perceptual evaluation. nameOfConference
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Yela DF, Stowell D, Sandler M (2019). Spectral visibility graphs: Application to similarity of harmonic signals. nameOfConference
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Thalmann F, WILMERING T, Sandler M (2019). Query-based Mashups of Historical Live Music Recordings. 9th Conference of Japanese Association for Digital Humanities (JADH2019)
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Mehrabi A, Dixon S, 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). nameOfConference
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Mehrabi A, Dixon S, Sandler M (2019). Vocal imitation of percussion sounds: On the perceptual similarity between imitations and imitated sounds.. nameOfConference
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Liang B, Fazekas G, Sandler M (2019). Transfer Learning for Piano Sustain-Pedal Detection. nameOfConference
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Kudumakis P, Wilmering T, Sandler M et al. (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)
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O'Hanlon K, Sandler MB (2019). Comparing CQT and Reassignment Based Chroma Features for Template-based Automatic Chord Recognition. nameOfConference
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Liang B, Fazekas G, Sandler M (2019). Piano Sustain-pedal Detection Using Convolutional Neural Networks. IEEE International Conference on Acoustics, Speech and Signal Processing
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Pauwels J, 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
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SHUKLA R, Radu IT, SANDLER M et al. (2019). Real-time binaural rendering with virtual vector base amplitude panning. Audio Engineering Society Conference on Immersive and Interactive Audio
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Sandler M, De Roure D, Benford S et al. (2019). Semantic Web Technology for New Experiences Throughout the Music Production-Consumption Chain. 2019 International Workshop on Multilayer Music Representation and Processing (MMRP)
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Sandler M, De Roure D, Benford S et al. (2019). Semantic web technology for new experiences throughout the music production-consumption chain. nameOfConference
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Yela DF, Stowell D, Sandler M (2019). Spectral Visibility Graphs: Application to Similarity of Harmonic Signals. 2019 27th European Signal Processing Conference (EUSIPCO)
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McArthur A, Stewart R, Sandler M (2019). Accuracy of perceived distance in VR using verbal descriptors. nameOfConference
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Moffat D, Sandler MB (2019). An automated approach to the application of reverberation. nameOfConference
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Moffat D, Sandler MB (2019). Machine learning multitrack gain mixing of drums. nameOfConference
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Liang B, Fazekas G, Sandler M (2018). Piano Legato-Pedal Onset Detection Based on a Sympathetic Resonance Measure. 26th European Signal Processing Conference (EUSIPCO)
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Thalmann F, Wilmering T, Sandler MB (2018). Cultural heritage documentation and exploration of live music events with linked data. nameOfConference
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Wilmering T, Thalmann F, Sandler MB (2018). Exploration of grateful dead concerts and memorabilia on the semantic Web. International Semantic Web Conference
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THALMANN FLORIAN, THOMPSON L, SANDLER M (2018). A User-Adaptive Automated DJ Web App with Object-Based Audio and Crowd-Sourced Decision Trees. 4th Web Audio Conference
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Pauwels J, Sandler M (2018). pywebaudioplayer: Bridging the gap between audio processing code and attractive visualisations based on web technology. 4th Web Audio Conference (WAC)
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O'Hanlon K, Sandler MB (2018). Improved Detection of Semi-Percussive Onsets in Audio Using Temporal Reassignment. nameOfConference
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Yela DF, Ewert S, O'Hanlon K et al. (2018). Shift-Invariant Kernel Additive Modelling for Audio Source Separation. nameOfConference
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Mehrabi A, Choi K, Dixon S et al. (2018). Similarity Measures for Vocal-Based Drum Sample Retrieval Using Deep Convolutional Auto-Encoders. ICASSP 2018
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Moffat D, Thalmann F, Sandler M (2018). Towards a Semantic Web Representation and Application of Audio Mixing Rules. 4th Workshop on Intelligent Music Production (WIMP)
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SHUKLA RC, STEWART RL, Roginska A et al. (2018). User Selection of Optimal HRTF Sets via Holistic Comparative Evaluation. Audio Engineering Society Conference on Audio for Virtual and Augmented Reality
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Pauwels J, Fazekas G, Sandler M (2018). Recommending songs to music learners based on chord content. 2018 Joint Workshop on Machine Learning for Music
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Liang B, Fazekas G, Sandler M (2018). Measurement, recognition, and visualization of piano pedaling gestures and techniques. nameOfConference
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Fano Yela D, Stowell D, Sandler M (2018). Does K matter? k-NN hubness analysis for kernel additive modelling vocal separation. LVA-ICA
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Allik A, Thalmann F, Sandler M (2018). MusicLynx: Exploring Music Through Artist Similarity Graphs. nameOfConference
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Choi K, Fazekas G, Sandler M et al. (2018). The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging. nameOfConference
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Freeman J, Wiggins G, Starks G et al. (2018). A concise taxonomy for describing data as an art material. nameOfConference
DOI: 10.1162/LEON_a_01414
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Choi K, Fazekas G, Sandler M et al. (2018). A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging. nameOfConference
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KUDUMAKIS P, Corral García J, Barbancho I et al. (2018). Enabling Interactive and Interoperable Semantic Music Applications. nameOfConference
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McArthur A, Sandler M, Stewart R (2018). Perception of mismatched auditory distance - Cinematic VR. nameOfConference
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Ewert S, Sandler MB (2017). An augmented lagrangian method for piano transcription using equal loudness thresholding and lstm-based decoding. nameOfConference
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MORO G, MCPHERSON A, SANDLER M (2017). Dynamic temporal behaviour of the keyboard action on the Hammond organ and its perceptual significance. nameOfConference
DOI: 10.1121/1.5003796
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CHOI K, FAZEKAS G, SANDLER M et al. (2017). Transfer learning for music classification and regression tasks. The 18th International Society of Music Information Retrieval (ISMIR) Conference
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White B, Mehrabi A, Sandler MB (2017). An Archival Echo: Recalling the public domain through real-time query by vocalisation. nameOfConference
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McArthur A, Sandler M, Stewart R (2017). Distance in audio for VR: Constraints and opportunities. nameOfConference
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THALMANN FLORIAN, EWERT SEBASTIAN, SANDLER MARK (2017). Exploring Musical Expression on the Web: Deforming, Exaggerating, and Blending Decomposed Recordings. 3rd Web Audio Conference
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WILMERING T, THALMANN FLORIAN, 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
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O'Hanlon KO, Ewert S, Pauwels J et al. (2017). Improved template-based chord recognition using the CRP feature. 2017 IEEE Conference on Acoustics, Speech and Signal Processing
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Quinton E, Dixon S, Sandler M et al. (2017). TRACKING METRICAL STRUCTURE CHANGES WITH SPARSE-NMF. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing
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Fano Yela D, Ewert S, Fitzgerald D et al. (2017). Interference reduction in music recordings combining Kernel Additive Modelling and Non-Negative Matrix Factorization. nameOfConference
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Ewert S, 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
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McArthur A, Stewart R, Sandler M (2017). Sounds too true to be good: diegetic infidelity–the case for sound in virtual reality. nameOfConference
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MEHRABI A, Dixon S, Sandler (2017). Vocal imitation of synthesised sounds varying in pitch, loudness and spectral centroid. nameOfConference
DOI: 10.1121/1.4974825
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Wilmering T, Thalmann F, Fazekas G et al. (2017). Bridging Fan Communities and Facilitating Access to Music Archives through Semantic Audio Applications. nameOfConference
DOI: doi
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Pauwels J, O hanlon K, Fazekas G et al. (2017). Confidence Measures and Their Applications in Music Labelling Systems Based on Hidden Markov Models. nameOfConference
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Yela DF, Ewert S, Fitzgerald D et al. (2017). On the importance of temporal context in proximity kernels: A vocal separation case study. nameOfConference
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Liang B, Fazekas G, McPherson A et al. (2017). Piano Pedaller: A Measurement System for Classification and Visualisation of Piano Pedalling Techniques. nameOfConference
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Liang B, Fazekas G, Sandler M (2017). Recognition of Piano Pedalling Techniques Using Gesture Data. nameOfConference
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Choi K, Fazekas G, Sandler M et al. (2017). Convolutional Recurrent Neural Networks for Music Classification. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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SANDLER MB, quinton E, o'hanlon K et al. (2016). Automatic Detection of Metrical Structure Changes. DMRN+11: Digital Music Research Network One-day Workshop 2016
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LIANG B, fazekas G, mcpherson A et al. (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
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Kudumakis P, Sandler M (2016). DMRN+11: Digital Music Research Network Workshop Proceedings 2016. DMRN+11: Digital Music Research Network Workshop 2016
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O'hanlon K, Sandler MB (2016). Compositional Chroma estimation using powered euclidean distance. nameOfConference
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TIAN M, Sandler MARKB (2016). Towards Music Structural Segmentation Across Genres: Features, Structural Hypotheses and Annotation Principles. nameOfConference
DOI: 10.1145/2950066
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Ewert S, Sandler M (2016). Piano transcription in the studio using an extensible alternating directions framework. nameOfConference
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MEHRABI A, Dixon S, Sandler M (2016). Towards a comprehensive dataset of vocal imitations of drum sounds. 2nd AES Workshop on Intelligent Music Production
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O'Hanlon K, Sandler MB, IEEE (2016). AN ITERATIVE HARD THRESHOLDING APPROACH TO l(0) SPARSE HELLINGER NMF. 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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CHOI K, sandler M, fazekas G (2016). Text-based LSTM networks for Automatic Music Composition. Conference on Computer Simulation of Musical Creativity
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QUINTON E, Sandler M, Dixon S (2016). ESTIMATION OF THE RELIABILITY OF MULTIPLE RHYTHM FEATURES EXTRACTION FROM A SINGLE DESCRIPTOR. nameOfConference
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Rodriguez-Serrano FJ, Ewert S, Vera-Candeas P et al. (2016). A Score-Informed Shift-Invariant Extension of Complex Matrix Factorization for Improving the Separation of Overlapped Partials in Music Recordings. nameOfConference
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Thalmann F, Fazekas G, Wiggins GA et al. (2016). Creating, Visualizing, and Analyzing Dynamic Music Objects in the Browser with the Dymo Designer. nameOfConference
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Barthet M, Fazekas G, Thalmann F et al. (2016). Crossroads: Interactive Music Systems Transforming Performance, Production and Listening. nameOfConference
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Barthet M, Fazekas G, Allik A et al. (2016). From interactive to adaptive mood-based music listening experiences in social or personal context. nameOfConference
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Saari P, Fazekas G, Eerola T et al. (2016). Genre-Adaptive Semantic Computing and Audio-Based Modelling for Music Mood Annotation. nameOfConference
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Carrillo A, Thalmann F, Fazekas G et al. (2016). Geolocation Adaptive Music Player. nameOfConference
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Wilmering T, Thalmann F, Sandler MB (2016). Grateful Live: Mixing Multiple Recordings of a Dead Performance into an Immersive Experience. nameOfConference
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Tian M, Sandler MB (2016). Music structural segmentation across genres with Gammatone features. nameOfConference
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Mora-McGinity M, Allik A, Fazekas G et al. (2016). MusicWeb: Music discovery with open linked semantic metadata. nameOfConference
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Mora-Mcginity M, Allik A, Fazekas G et al. (2016). Proc. Metadata and Semantics Research (MTSR), Nov. 22-25, Göttingen, Germany. nameOfConference
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Ewert S, Wang S, Müller M et al. (2016). Score-Informed Identification of Missing and Extra Notes in Piano Recordings. nameOfConference
DOI: doi
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Thalmann F, Carrillo G, Wiggins GA et al. (2016). The Mobile Audio Ontology: Experiencing Dynamic Music Objects on Mobile Devices. nameOfConference
DOI: 10.1109/ICSC.2016.61
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Thalmann F, Perez Carillo A, Fazekas G et al. (2016). The Semantic Music Player: A Smart Mobile Player Based on Ontological Structures and Analytical Feature Metadata. nameOfConference
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Wilmering T, Fazekas G, Sandler M (2016). The Semantic Web, proc. of the 15th International Semantic Web Conference (ISWC), Oct. 17–21, Kobe, Japan. nameOfConference
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Choi K, Fazekas G, Sandler M (2016). Towards Playlist Generation Algorithms Using RNNs Trained on Within-Track Transitions. nameOfConference
DOI: 10.1145/1235
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FREEMAN J, SANDLER M, WIGGINS G et al. (2015). A concise taxonomy for describing data as an art material.. IEEE VIS
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perez carillo A, THALMANN FS, Wilmering T et al. (2015). GeoLocation-Adaptive Music Player. International Society for Music Information Retrieval Conference (ISMIR)
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MEHRABI A, Dixon S, Sandler M (2015). VOCAL IMITATION OF PITCH, SPECTRAL SHAPE AND LOUDNESS ENVELOPES. International Society for Music Information Retrieval Conference
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Ewert S, Plumbley MD, Sandler M (2015). A dynamic programming variant of non-negative matrix deconvolution for the transcription of struck string instruments. nameOfConference
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O'Hanlon K, Sandler M, Plumbley MD (2015). Non-negative matrix factorisation incorporating greedy hellinger sparse coding applied to polyphonic music transcription. nameOfConference
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Ewert S, Plumbley MD, Sandler M et al. (2015). A DYNAMIC PROGRAMMING VARIANT OF NON-NEGATIVE MATRIX DECONVOLUTION FOR THE TRANSCRIPTION OF STRUCK STRING INSTRUMENTS. nameOfConference
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Barthet M, Fazekas G, Allik A et al. (2015). Moodplay: an interactive mood-based musical experience. nameOfConference
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O'Hanlon K, Sandler M, Plumbley MD et al. (2015). NON-NEGATIVE MATRIX FACTORISATION INCORPORATING GREEDY HELLINGER SPARSE CODING APPLIED TO POLYPHONIC MUSIC TRANSCRIPTION. nameOfConference
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Thalmann F, Carrillo A, Fazekas G et al. (2015). Navigating Ontological Structures based on Feature Metadata Using the Semantic Music Player. nameOfConference
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Tian M, Fazekas G, Black DAA et al. (2015). On the Use of the Tempogram to Describe Audio Content and its Application to Music Structural Segmentation. nameOfConference
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Thalmann F, Ewert S, Sandler M et al. (2015). Spatially Rendering Decomposed Recordings - Integrating Score-Informed Source Separation and Semantic Playback Technologies. nameOfConference
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Zanoni M, Setragno F, Antonacci F et al. (2015). Training-based Semantic Descriptors modeling for violin quality sound characterization. nameOfConference
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Fazekas G, BARTHET M, Sandler MB (2014). Novel Methods in Facilitating Audience and Performer Interaction Using the Mood Conductor Framework. nameOfConference
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Ewert S, PLUMBLEY MD, Sandler M (2014). Accounting for phase cancellations in non-negative matrix factorization using weighted distances. Acoustics, Speech and Signal Processing (ICASSP)
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Tian M, Srinivasamurthy A, Sandler M et al. (2014). A study of instrument-wise onset detection in Beijing Opera percussion ensembles. nameOfConference
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Kudumakis P, Sandler M, Anadiotis ACG et al. (2014). MPEG-M: A digital media ecosystem for interoperable applications. nameOfConference
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Fazekas G, Barthet M, Sandler M (2014). Novel Methods in Facilitating Audience and Performer Interaction using the Mood Conductor Framework. nameOfConference
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Kolozali S, Barthet M, Fazekas G et al. (2013). Automatic Ontology Generation for Musical Instruments Based on Audio Analysis. nameOfConference
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Wen X, Sandler M (2013). Fast Additive Sinusoidal Synthesis With a Subband Sinusoidal Method. nameOfConference
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Allik A, Fazekas G, Dixon S et al. (2013). A Shared Vocabulary for Audio Features. nameOfConference
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Fazekas G, Barthet M, Sandler MB et al. (2013). DEMO PAPER: THE BBC DESKTOP JUKEBOX MUSIC RECOMMENDATION SYSTEM: A LARGE SCALE TRIAL WITH PROFESSIONAL USERS. nameOfConference
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Fazekas G, Sandler MB, IEEE (2013). DESCRIBING AUDIO PRODUCTION WORKFLOWS ON THE SEMANTIC WEB. nameOfConference
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Ewert S, Mueller M, Sandler M et al. (2013). EFFICIENT DATA ADAPTION FOR MUSICAL SOURCE SEPARATION METHODS BASED ON PARAMETRIC MODELS. nameOfConference
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Allik A, Fazekas G, Dixon S et al. (2013). Facilitating Music Information Research with Shared Open Vocabularies. nameOfConference
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Fazekas G, Barthet M, Sandler MB et al. (2013). Mood Conductor: Emotion-Driven Interactive Music Performance. nameOfConference
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Barthet M, Fazekas G, Sandler M (2013). Music Emotion Recognition: From Content- to Context-Based Models. nameOfConference
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Saari P, Barthet M, Fazekas G et al. (2013). Semantic models of musical mood: Comparison between crowd-sourced and curated editorial tags. nameOfConference
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Song C, Simpson AJR, Harte CA et al. (2013). Syncopation and the score.. nameOfConference
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Raimond Y, Sandler M (2012). Evaluation of the music ontology framework. nameOfConference
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Terrell M, Sandler M (2012). An Offline, Automatic Mixing Method for Live Music, Incorporating Multiple Sources, Loudspeakers, and Room Effects. nameOfConference
DOI: 10.1162/COMJ_a_00118
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Terrell M, Sandler M (2012). An offline, automatic mixing method for live music, incorporating multiple sources, loudspeakers, and room effects. nameOfConference
DOI: 10.1162/COMJ_a_00118
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Sandler M, Hargreaves S, Klapuri A (2012). Structural Segmentation of Multitrack Audio. nameOfConference
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Stewart R, Sandler M (2011). The amblr: A mobile spatial audio music browser. nameOfConference
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Kudumakis P, Wang X, Matone S et al. (2011). MPEG-M: Multimedia Service Platform Technologies. nameOfConference
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Fields B, Jacobson K, Rhodes C et al. (2011). Analysis and Exploitation of Musician Social Networks for Recommendation and Discovery. nameOfConference
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Stewart R, Kudumakis P, Sandler M (2011). Interactive Music Applications and Standards. nameOfConference
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Stewart R, Sandler M (2011). An Auditory Display in Playlist Generation [Mobile applications]. nameOfConference
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Yu D, Deng L, Jang I et al. (2011). Deep learning and its applications to signal and information processing. nameOfConference
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Barthet M, Hargreaves S, Sandler M (2011). Speech/Music Discrimination in Audio Podcast Using Structural Segmentation and Timbre Recognition. nameOfConference
QMRO: qmroHref -
Jang I, Kudumakis P, Sandler M et al. (2011). The MPEG Interactive Music Application Format Standard. nameOfConference
QMRO: qmroHref -
Kolozali S, Barthet M, Fazekas G et al. (2011). Towards the automatic generation of a Semantic Web ontology for musical instruments. nameOfConference
QMRO: qmroHref -
Wilmering T, Sandler M (2010). RDFx: Audio effects utilising musical metadata. nameOfConference
DOI: 10.1109/ICSC.2010.88
QMRO: qmroHref -
Cannam C, Landone C, Sandler M (2010). Sonic visualiser: An open source application for viewing, analysing, and annotating music audio files. nameOfConference
QMRO: qmroHref -
Fazekas G, Raimond Y, Jacobson K et al. (2010). An Overview of Semantic Web Activities in the OMRAS2 Project. nameOfConference
QMRO: qmroHref -
Terrell M, Reiss JD, Sandler M (2010). Automatic Noise Gate Settings for Drum Recordings Containing Bleed from Secondary Sources. nameOfConference
DOI: 10.1155/2010/465417
QMRO: qmroHref -
Stewart R, Sandler M (2010). DATABASE OF OMNIDIRECTIONAL AND B-FORMAT ROOM IMPULSE RESPONSES. nameOfConference
QMRO: qmroHref -
Sarti A, Zoelzer U, Serra X et al. (2010). Digital Audio Effects. nameOfConference
DOI: 10.1155/2010/459654
QMRO: qmroHref -
Cannam C, Sandler M, Jewell MO et al. (2010). Linked Data and You: Bringing Music Research Software into the Semantic Web. nameOfConference
QMRO: qmroHref -
Wen X, Sandler M (2010). On the Characterization of Slowly Varying Sinusoids. nameOfConference
DOI: 10.1155/2010/941732
QMRO: qmroHref -
Dixon S, Sandler M, d'Inverno M et al. (2010). Towards a Distributed Research Environment for Music Informatics and Computational Musicology. nameOfConference
QMRO: qmroHref -
Raimond Y, Sutton C, Sandler M (2009). Interlinking Music-Related Data on the Web. nameOfConference
DOI: 10.1109/MMUL.2009.29
QMRO: qmroHref -
Levy M, Sandler M (2009). Music Information Retrieval Using Social Tags and Audio. nameOfConference
QMRO: qmroHref -
Wen X, Sandler M (2009). Composite spectrogram using multiple Fourier transforms. nameOfConference
QMRO: qmroHref -
Noland K, Sandler M (2009). Influences of Signal Processing, Tone Profiles, and Chord Progressions on a Model for Estimating the Musical Key from Audio. nameOfConference
QMRO: qmroHref -
Jacobson K, Sandler M (2009). Musically Meaningful or Just Noise? An Analysis of On-line Artist Networks. nameOfConference
QMRO: qmroHref -
Reiss JD, Sandler M (2008). Detection and Removal of Limit Cycles in Sigma Delta Modulators. nameOfConference
QMRO: qmroHref -
Slaney M, Ellis DPW, Sandler M et al. (2008). Introduction to the special issue on music information retrieval. nameOfConference
QMRO: qmroHref -
Levy M, Sandler M (2008). Structural segmentation of musical audio by constrained clustering. nameOfConference
QMRO: qmroHref -
Levy M, Sandler M (2008). Learning Latent Semantic Models for Music from Social Tags. nameOfConference
QMRO: qmroHref -
Raimond Y, Sutton C, Sandler M (2007). A distributed data space for music-related information. nameOfConference
QMRO: qmroHref -
Wen X, Sandler M (2007). Calculation of radix-2 discrete multiresolution Fourier transform. nameOfConference
QMRO: qmroHref -
SANDLER MB, Bello JP, Ravelli E (2007). Automatic Rhythm Modification of Drum Loops. nameOfConference
QMRO: qmroHref -
Levy M, Noland K, Sandler M (2007). A comparison of timbral and harmonic music segmentation algorithms. nameOfConference
QMRO: qmroHref -
Sandler MB, Levy M (2007). Signal-based music searching and browsing. nameOfConference
QMRO: qmroHref -
SANDLER MB (2006). Interacting with Digital Music. Philips Symposium on Intelligent Applications, Keynote Talk, December 6, 2006
QMRO: qmroHref -
Abdallah S, Sandler M, Rhodes C et al. (2006). Using duration models to reduce fragmentation in audio segmentation. nameOfConference
QMRO: qmroHref -
Bello JP, Daudet L, Sandler MB (2006). Automatic piano transcription using frequency and time-domain information. nameOfConference
QMRO: qmroHref -
SANDLER MB, Harte C (2006). Detecting Harmonic Change in Musical Audio. Proceedings of ACM Multimedia, Santa Barbara, October 2006
QMRO: qmroHref -
SANDLER MB, Levy M (2006). Lightweight Measures for Timbral Similarity of Musical Audio. Proceedings of ACM Multimedia, Santa Barbara, October 2006
QMRO: qmroHref -
Sandler M, Black D (2006). Scalable audio coding for compression and loss resilient streaming. nameOfConference
QMRO: qmroHref -
Raimond Y, Abdallah SA, Sandler M et al. (2006). Scalable framework for multimedia knowledge management. nameOfConference
DOI: 10.1007/11930334_2
QMRO: qmroHref -
Aucouturier JJ, Pachet F, Sandler M (2005). "The way it sounds": Timbre models for analysis and retrieval of music signals. nameOfConference
QMRO: qmroHref -
Bello JP, Daudet L, Abdallah S et al. (2005). A tutorial on onset detection in music signals. nameOfConference
QMRO: qmroHref -
Reefman D, Reiss J, Janssen E et al. (2005). Description of limit cycles in sigma-delta modulators. nameOfConference
QMRO: qmroHref -
Dasgupta A, Hopcroft J, Kleinberg J et al. (2005). On learning mixtures of heavy-tailed distributions. nameOfConference
DOI: 10.1109/sfcs.2005.56
QMRO: qmroHref -
SANDLER MB, Bello JP, Serra X et al. (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
DOI: 10.1049/ic.2005.0763
QMRO: qmroHref -
Bello JP, Duxbury C, Davies M et al. (2004). On the use of phase and energy for musical onset detection in the complex domain. nameOfConference
QMRO: qmroHref -
Daudet L, Sandler M (2004). MDCT analysis of sinusoids: Exact results and applications to coding artifacts reduction. nameOfConference
QMRO: qmroHref -
SANDLER MB, Aucouturier JJ (2004). The way it sounds: Timbre Models for Analysis and Retrieval of Polyphomic Music Signals. nameOfConference
QMRO: qmroHref -
Pickens J, Bello JP, Monti G et al. (2003). Polyphonic score retrieval using polyphonic audio queries: A harmonic modeling approach. nameOfConference
QMRO: qmroHref -
SANDLER MB, 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
QMRO: qmroHref -
Duxbury C, Bello JP, Davies M et al. (2003). A combined phase and amplitude based approach to onset detection for audio segmentation. nameOfConference
QMRO: qmroHref -
Black D, Sandler M (2003). Estimation of short term prediction parameters under lossy conditions. nameOfConference
QMRO: qmroHref -
Reiss J, Robert B, Alin F et al. (2003). Flip phenomena and co-existing attractors in an incremental actuator. nameOfConference
QMRO: qmroHref -
Reiss JD, Selbie J, Sandler MB (2003). Optimised kd-tree indexing of multimedia data. nameOfConference
QMRO: qmroHref -
Plumbley MD, Abdallah SA, Bello JP et al. (2002). Automatic music transcription and audio source separation. nameOfConference
QMRO: qmroHref -
Sandler MB, 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
DOI: doi
QMRO: qmroHref -
SANDLER MB, Bello JP, Monti G et al. (2002). Polyphonic Score Retrieval Using Polyphonic Audio Queries: A Harmonic Modeling Approach. nameOfConference
QMRO: qmroHref -
Reiss J, Alin F, Sandler M et al. (2002). A detailed analysis of the nonlinear dynamics of the electric step motor. nameOfConference
QMRO: qmroHref -
Daudet L, Sandler M, Torresani B (2002). Audio representations on overcomplete sets. nameOfConference
QMRO: qmroHref -
Sandler M (2001). Special issue: Musical applications of digital signal processing - Introduction. nameOfConference
QMRO: qmroHref -
Reiss JD, Sandler MB (2001). The benefits of multibit chaotic sigma delta modulation.. nameOfConference
DOI: 10.1063/1.1371284
QMRO: qmroHref -
Marvasti F, Sandler M (2001). Applications of Nonuniform Sampling to Nonlinear Modulation, A/D and D/A Techniques. nameOfConference
QMRO: qmroHref -
Leslie B, Sandler M (2001). Packet loss resilient, scalable audio compression and streaming for IP networks. nameOfConference
DOI: 10.1049/cp:20010024
QMRO: qmroHref -
Landone C, Sandler M (2000). Applications of binaural processing to surround sound reproduction in large spaces. nameOfConference
QMRO: qmroHref -
Castellano G, Boyce J, Sandler M (2000). Regularized CDWT optical flow applied to moving-target detection in IR imagery. nameOfConference
QMRO: qmroHref -
Nawrocki R, Goldberg JM, Sandler MB (1999). Information-theoretic constraints on noise shaping networks with minimum noise power gain. nameOfConference
QMRO: qmroHref -
Palomar DP, Price M, Sandler M (1999). Re-optimization of LPC filters for multi-pulse coded excitation. nameOfConference
DOI: 10.1049/el:19990681
QMRO: qmroHref -
Magrath AJ, Sandler MB (1999). Digital-domain dithering of sigma-delta modulators using bit flipping. nameOfConference
QMRO: qmroHref -
Sandler MB, Magrath AJ, Kudumakis P (1999). 16 High Quality Audio Coding for Mobile Multimedia Communications. nameOfConference
QMRO: qmroHref -
Castellano G, Boyce J, Sandler M (1999). Moving target detection in infrared imagery using a regularized CDWT optical flow. nameOfConference
QMRO: qmroHref -
Landone C, Sandler MB (1998). Digital filtering for 3D binaural sound. nameOfConference
DOI: 10.1049/ic:19980292
QMRO: qmroHref -
Landone C, Sandler MB (1998). 3-D sound systems: A computationally efficient binaural processor. nameOfConference
DOI: 10.1049/ic:19980823
QMRO: qmroHref -
Leslie B, Sandler M (1998). Audio compression using wavelets. nameOfConference
DOI: 10.1049/ic:19980819
QMRO: qmroHref -
Lambrou T, Kudumakis P, Speller R et al. (1998). Classification of audio signals using statistical features on time and wavelet transform domains. nameOfConference
QMRO: qmroHref -
Magrath AJ, Sandler MB (1998). Efficient coding of linear predictive coefficients for wideband speech. nameOfConference
QMRO: qmroHref -
Magrath AJ, Sandler MB (1998). Encoding hidden data channels in sigma delta bitstreams. nameOfConference
QMRO: qmroHref -
Magrath AJ, Sandler MB (1998). Parametric encoding of line spectral pairs for wideband speech. nameOfConference
QMRO: qmroHref -
Price M, Waters M, Sandler M (1998). Synthesis and performance of a new class of implementation for high-order recursive digital filters. nameOfConference
QMRO: qmroHref -
Magrath AJ, Clark IG, Sandler MB (1997). Design and implementation of a FPGA sigma-delta power DAC. nameOfConference
QMRO: qmroHref -
Kudumakis P, Sandler M (1997). Usage of short wavelets for scalable audio coding. nameOfConference
DOI: 10.1117/12.279686
QMRO: qmroHref -
Kudumakis P, Sandler M (1997). Wavelets versus conventional filters for low bit rate audio coding. IEE Conference Publication
DOI: 10.1049/cp:19971290
QMRO: qmroHref -
Magrath AJ, Sandler MB (1997). A use of sigma-delta modulation in power digital-to-analogue conversion. nameOfConference
QMRO: qmroHref -
Waters M, Price M, Sandler MB et al. (1997). Parallel interconnection of cascaded subfilters: improved performance at high order. nameOfConference
QMRO: qmroHref -
Magrath AJ, Sandler MB (1997). Sigma-delta modulator topology with high linearity. nameOfConference
QMRO: qmroHref -
Sandler MB, Kudumakis P, Magrath AJ (1996). Audio coding for mobile multimedia communications. nameOfConference
DOI: 10.1049/ic:19961335
QMRO: qmroHref -
Kudumakis PE, Sandler MB (1996). On the compression obtainable with four-tap wavelets. nameOfConference
DOI: 10.1109/97.511803
QMRO: qmroHref -
Price M, Holden S, Sandler M (1996). Accurate parallel form filter synthesis. nameOfConference
DOI: 10.1049/el:19961374
QMRO: qmroHref -
Dunn C, Sandler M (1996). Adaptive sigma-delta modulation for use in DACs. nameOfConference
DOI: 10.1049/el:19960612
QMRO: qmroHref -
Magrath AJ, Sandler MB (1996). Hybrid pulse width modulation/sigma-delta modulation power digital-to-analogue converter. nameOfConference
QMRO: qmroHref -
Magrath AJ, Sandler MB (1996). Performance enhancement of sigma-delta modulator D-A converters using non-linear techniques. nameOfConference
QMRO: qmroHref -
Kudumakis PE, Sandler MB (1996). Wavelet packet based scalable audio coding. Proceedings - IEEE International Symposium on Circuits and Systems
QMRO: qmroHref -
Waters M, Price M, Sandler MB (1995). Performance advantage of hybrid cascade/parallelhigh order recursive filters. nameOfConference
DOI: 10.1049/el:19951382
QMRO: qmroHref -
Magrath AJ, Sandler MB (1995). Resolution enhancement and dither of sigma-delta modulator digital-to-analogue converters. nameOfConference
DOI: 10.1049/el:19951063
QMRO: qmroHref -
Dunn C, Sandler M (1995). Efficient linearisation of sigma-delta modulators using single-bit dither. nameOfConference
DOI: 10.1049/el:19950687
QMRO: qmroHref -
Magrath AJ, Sandler MB (1995). Efficient dithering of sigma-delta modulators withadaptive bitflipping. nameOfConference
DOI: 10.1049/el:19950587
QMRO: qmroHref -
Magrath AJ, Sandler MB (1995). Power digital-to-analogue conversion using a sigma-delta modulator with controlled limit cycles. nameOfConference
DOI: 10.1049/el:19950193
QMRO: qmroHref -
Dunn C, Sandler M (1995). Linearising sigma-delta modulators using dither and chaos. nameOfConference
QMRO: qmroHref -
Kudumakis PE, 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
QMRO: qmroHref -
Price M, Sandler M (1994). Implementation of the IPFE algorithm for synthesis of high order recursive filters. nameOfConference
QMRO: qmroHref -
Goldberg JM, Sandler MB (1994). New high accuracy pulse width modulation based digital-to-analogue convertor/power amplifier. nameOfConference
QMRO: qmroHref -
Dunn C, Sandler MB (1994). Measurement of nonlinearity in high-resolution sigma-delta converters. nameOfConference
DOI: 10.1049/cp:19940563
QMRO: qmroHref -
Sandler MB (1993). Digital-to-analogue conversion using pulse width modulation. nameOfConference
QMRO: qmroHref -
Costa LD, Sandler MB (1993). Effective Detection of Digital Bar Segments with Hough Transform. nameOfConference
QMRO: qmroHref -
Sandler MB (1993). Implementation of high order recursive filters as sub-filters. nameOfConference
QMRO: qmroHref -
Waters M, Sandler MB (1993). Least squares IIR filter design on a logarithmic frequency scale. nameOfConference
QMRO: qmroHref -
Hare AR, Sandler MB (1992). Improved-performance ‘randomised’ hough transform. nameOfConference
DOI: 10.1049/el:19921067
QMRO: qmroHref -
Chan CK, Sandler MB (1992). A complete shape recognition system using the Hough transform and neural network. nameOfConference
QMRO: qmroHref -
Yu J, Sandler MB, Hawken RE (1992). Adaptive quantisation for one-bit sigma-delta modulation. nameOfConference
QMRO: qmroHref -
Hayat L, Naqvi A, Sandler M (1992). Comparative evaluation of fast thinning algorithms on a multiprocessor architecture. nameOfConference
QMRO: qmroHref -
da F. Costa L, Sandler MB (1992). Detecting Digital Straight Line Segments in O(N2). nameOfConference
QMRO: qmroHref -
Sandler M (1992). New synthesis techniques for high order all-pole filters. nameOfConference
QMRO: qmroHref -
Hayat L, Naqvi A, Sandler MB (1991). A fast thinning algorithm based on image compression. nameOfConference
QMRO: qmroHref -
Da F. Costa L, Leng X, Sandler MB et al. (1991). Semiautomated analysis of clay samples. nameOfConference
DOI: 10.1063/1.1142333
QMRO: qmroHref -
da Fontoura Costa L, Sandler MB (1991). Systolic multiple-output multipliers for digital signal processing and computer vision. nameOfConference
QMRO: qmroHref -
Goldberg JM, Sandler MB (1991). Pseudo-Natural Pulse Width Modulation for High Accuracy Digital-to-Analogue Conversion. nameOfConference
DOI: 10.1049/el:19910933
QMRO: qmroHref -
Zhou S, Sandler M, Bergman G (1991). A switched memory decoding system for a multiple processor system. nameOfConference
QMRO: qmroHref -
Sandler M (1991). Algorithm for high precision root finding from high order LPC models. nameOfConference
QMRO: qmroHref -
Ben-Tzvi D, Sandler M (1991). Analogue implementation of the Hough transform. nameOfConference
QMRO: qmroHref -
Hayat L, Nagvi A, Sandler MB (1991). Parallel implementation of a fast thinning algorithm using image compression. nameOfConference
QMRO: qmroHref -
da Fontoura Costa L, Sandler MB (1990). A complete and efficient real time system for line segment detection based on the binary Hough transform. nameOfConference
QMRO: qmroHref -
Ben-Tzvi D, Sandler M (1990). Analog implementation of the Hough transform suitable for single chip VLSI implementation. nameOfConference
QMRO: qmroHref -
Ben-Tzvi D, Naqui A, Sandler M (1990). Efficient parallel implementation of the hough transform on a distributed memory system. nameOfConference
QMRO: qmroHref -
Hayat L, Sandler MB (1990). Image Compression Algorithm for Fast Parallel Thinning of Binary Images. nameOfConference
DOI: 10.1049/el:19900684
QMRO: qmroHref -
da Fontoura Costa L, Sandler MB (1990). Binary Hough transform and its implementation. Curves and Surfaces in Computer Vision and Graphics
DOI: 10.1117/12.19745
QMRO: qmroHref -
Da Fontoura Costa L, Sandler MB (1990). The Binary Hough Transform and its implementation. nameOfConference
DOI: 10.1117/12.19746
QMRO: qmroHref -
Sandler MB (1990). Analysis and synthesis of atonal percussion using high order linear predictive coding. nameOfConference
QMRO: qmroHref -
Sandler M, Hayat L, Costa L (1990). Benchmarking processors for image processing. nameOfConference
QMRO: qmroHref -
Ben-Tzvi D, Sandler MB (1990). Counter-based hough transform. nameOfConference
DOI: 10.1049/el:19900491
QMRO: qmroHref -
Ben-Tzvi D, Naqvi A, Sandler M (1990). Synchronous multiprocessor implementation of the Hough transform. nameOfConference
QMRO: qmroHref -
Sandler MB, Hayat L, Costa L et al. (1989). Comparative evaluation of DSPs, microprocessors and the transputer for image processing. nameOfConference
QMRO: qmroHref -
Da Fontoura Costa L, Sandler MB (1989). Improving Parameter Space for Hough Transform. nameOfConference
DOI: 10.1049/el:19890098
QMRO: qmroHref -
Ben-Tzvi D, Sandler M (1989). Analogue Implementation Of Hough Transform. nameOfConference
DOI: 10.1049/el:19890815
QMRO: qmroHref -
Sandler M (1989). Implementation Strategy for High-Order Recursive Filters. nameOfConference
DOI: 10.1049/el:19890707
QMRO: qmroHref -
Da Fontoura Costa L, Sandler MB (1989). A binary Hough transform and its efficient implementation in a systolic array architecture. nameOfConference
QMRO: qmroHref -
Ben-Tzvi D, Naqvi A, Sandler M (1989). Efficient parallel implementation of the Hough transform on a distributed memory system. nameOfConference
QMRO: qmroHref -
Ben-Tzvi D, Sandler M (1989). Efficient parallel implementation of the hough transform on a distributed memory system. nameOfConference
QMRO: qmroHref -
Sandler M (1989). High complexity resonator structures for formant synthesis of musical instruments. nameOfConference
QMRO: qmroHref -
Eghtesadi S, Sandler M (1989). Implementation of the Hough transform for intermediate-level vision on a transputer network. nameOfConference
QMRO: qmroHref -
Sandler M (1988). Interfacing the transputer to the TMS320 in an image processing environment. nameOfConference
QMRO: qmroHref -
Sandler MB, Eghtesadi S (1988). Transputer based implementations of the hough transform for computer vision. nameOfConference
QMRO: qmroHref