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School of Electronic Engineering and Computer Science

Professor Mark Sandler, BSc PhD FIET FAES FIEEE FBCS Ceng FREng

Mark

Professor of Signal Processing

Email: mark.sandler@qmul.ac.uk
Telephone: +44 20 7882 7680
Room 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, especially for Audio and Music; Digital Music; Semantic Web for Music and Audio; Digital Power Amplifiers; Fine Grain Scalable Audio Coding; Audio Segmentation; Music and Audio Ontologies; Audio Features; Semantic Audio; Semantic Media.

Publications

    • Yeoward C, Shukla R, Stewart R et al. (2021), Real-time binaural room modelling for augmented reality applications $nameOfConference


    • Delgado A, McDonald S, Xu N et al. (2021), Learning Models for Query by Vocal Percussion: A Comparative Study $nameOfConference

    • 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)


    • Zhao Y, Wang C, Fazekas G et al. (2021), Violinist identification based on vibrato features 29th European Signal Processing Conference (EUSIPCO)


    • Shukla R, Stewart R, Sandler M (2021), User HRTF Selection for 3D Auditory Mixed Reality Sound and Music Computing Conference


    • Miller J, Nicosia V, Sandler M (2021), Discovering Common Practice: Using Graph Theory to Compare Harmonic Sequences in Musical Audio Collections $nameOfConference


    • Kirby T, Sandler M (2021), The evolution of drum modes with strike intensity: Analysis and synthesis using the discrete cosine transform $nameOfConference


    • Subramanian V, Gururani S, Benetos E et al. (2021), Anomalous behaviour in loss-gradient based interpretability methods RobustML workshop paper at ICLR 2021

    • Liang B, Fazekas G, Sandler M (2021), Transfer Learning for Piano Sustain-Pedal Detection $nameOfConference

    • O'Hanlon K, Sandler M (2021), FifthNet: Structured Compact Neural Networks for Automatic Chord Recognition $nameOfConference


    • Delgado A, Saitis C, Sandler M (2021), Phoneme Mappings for Online Vocal Percussion Transcription $nameOfConference

    • 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

    • Delgado A, McDonald S, Xu N et al. (2020), A New Dataset for Amateur Vocal Percussion Analysis $nameOfConference

    • Delgado Luezas A, Saitis C, Sandler M (2020), Spectral and Temporal Timbral Cues of Vocal Imitations of Drum Sounds 2nd International Conference on Timbre

    • Zhao Y, Fazekas G, Sandler M (2020), Identifying master violinists using note-level audio features 17th Sound and Music Computing Conference

    • 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)


    • Metzig C, Gould M, Noronha R et al. (2020), Classification of origin with feature selection and network construction for folk tunes $nameOfConference


    • Hanlon KO, Sandler MB (2020), The Fifthnet Chroma Extractor $nameOfConference


    • Fano Yela D, Thalmann F, Nicosia V et al. (2020), Online visibility graphs: Encoding visibility in a binary search tree $nameOfConference


    • KUDUMAKIS P, WILMERING T, Sandler M et al. (2020), The Challenge: From MPEG Intellectual Property Rights Ontologies to Smart Contracts and Blockchains $nameOfConference


    • WILMERING T, MOFFAT DJ, Milo A et al. (2020), A History of Audio Effects $nameOfConference


    • Pauwels J, Fazekas G, Sandler MB (2020), A Critical Look at the Applicability of Markov Logic Networks for Music Signal Analysis $nameOfConference

    • Thalmann F, Wiggins G, Sandler M (2019), Representing Modifiable and Reusable Musical Content on the Web with Constrained Multi-Hierarchical Structures $nameOfConference


    • Allik A, Thalmann F, Metzig C et al. (2019), Join my party! How can we enhance social interactions in music streaming? Web Audio Conference

    • Thalmann F, Allik A, Metzig C et al. (2019), moodplay.github.io: an online collaborative music player Web Audio Conference

    • 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)

    • 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)


    • 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

    • Moffat D, Sandler M (2019), Approaches in Intelligent Music Production $nameOfConference


    • Delgado A, McDonald S, Xu N et al. (2019), A new dataset for amateur vocal percussion analysis $nameOfConference


    • Senvaityte D, Pauwels J, Sandler M (2019), Guitar String Separation Using Non-Negative Matrix Factorization and Factor Deconvolution Audio Mostly 2019


    • Bruford F, Barthet M, McDonald S et al. (2019), Modelling musical similarity for drum patterns: A perceptual evaluation $nameOfConference


    • Yela DF, Stowell D, Sandler M (2019), Spectral visibility graphs: Application to similarity of harmonic signals $nameOfConference


    • Thalmann F, WILMERING T, Sandler M (2019), Query-based Mashups of Historical Live Music Recordings 9th Conference of Japanese Association for Digital Humanities (JADH2019)

    • 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


    • Mehrabi A, Dixon S, Sandler M (2019), Vocal imitation of percussion sounds: On the perceptual similarity between imitations and imitated sounds. $nameOfConference


    • Subramanian V, Benetos E, Xu N et al. (2019), Adversarial Attacks in Sound Event Classification $nameOfConference

    • Subramanian V, Benetos E, Xu N et al. (2019), Adversarial Attacks in Sound Event Classification. $nameOfConference

    • Liang B, Fazekas G, Sandler M (2019), Transfer Learning for Piano Sustain-Pedal Detection $nameOfConference


    • 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)

    • Pauwels J, Sandler M (2019), Finding new practice material through chord-based exploration of a large music catalogue Proceedings of the 16th Sound and Music Conference

    • Yela DF, Thalmann F, Nicosia V et al. (2019), Efficient On-line Computation of Visibility Graphs $nameOfConference

    • O'Hanlon K, Sandler MB (2019), Comparing CQT and Reassignment Based Chroma Features for Template-based Automatic Chord Recognition $nameOfConference


    • Liang B, Fazekas G, Sandler M (2019), Piano Sustain-pedal Detection Using Convolutional Neural Networks IEEE International Conference on Acoustics, Speech and Signal Processing


    • 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

    • 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

    • 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)


    • Sandler M, De Roure D, Benford S et al. (2019), Semantic web technology for new experiences throughout the music production-consumption chain $nameOfConference


    • Yela DF, Stowell D, Sandler M (2019), Spectral Visibility Graphs: Application to Similarity of Harmonic Signals $nameOfConference

    • Yela DF, Stowell D, Sandler M (2019), Spectral Visibility Graphs: Application to Similarity of Harmonic Signals 2019 27th European Signal Processing Conference (EUSIPCO)


    • McArthur A, Stewart R, Sandler M (2019), Accuracy of perceived distance in VR using verbal descriptors $nameOfConference

    • Wilmering T, Thalmann F, Sandler MB (2019), Alignment and timeline construction for incomplete analogue audience recordings of historical live music concerts $nameOfConference

    • Moffat D, Sandler MB (2019), An automated approach to the application of reverberation $nameOfConference

    • Moffat D, Sandler MB (2019), Automatic mixing level balancing enhanced through source interference identification $nameOfConference

    • Bruford F, McDonald ST, Barthet M et al. (2019), Groove explorer: An intelligent visual interface for drum loop library navigation $nameOfConference

    • Moffat D, Sandler MB (2019), Machine learning multitrack gain mixing of drums $nameOfConference

    • Liang B, Fazekas G, Sandler M (2018), Piano Legato-Pedal Onset Detection Based on a Sympathetic Resonance Measure 26th European Signal Processing Conference (EUSIPCO)


    • Thalmann F, Wilmering T, Sandler MB (2018), Cultural heritage documentation and exploration of live music events with linked data $nameOfConference


    • Wilmering T, Thalmann F, Sandler MB (2018), Exploration of grateful dead concerts and memorabilia on the semantic Web International Semantic Web Conference

    • 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

    • 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)

    • O'Hanlon K, Sandler MB (2018), Improved Detection of Semi-Percussive Onsets in Audio Using Temporal Reassignment $nameOfConference


    • Yela DF, Ewert S, O'Hanlon K et al. (2018), Shift-Invariant Kernel Additive Modelling for Audio Source Separation $nameOfConference


    • Mehrabi A, Choi K, Dixon S et al. (2018), Similarity Measures for Vocal-Based Drum Sample Retrieval Using Deep Convolutional Auto-Encoders ICASSP 2018


    • 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)

    • 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

    • Pauwels J, Fazekas G, Sandler M (2018), Recommending songs to music learners based on chord content 2018 Joint Workshop on Machine Learning for Music

    • Liang B, Fazekas G, Sandler M (2018), Measurement, recognition, and visualization of piano pedaling gestures and techniques $nameOfConference


    • Fano Yela D, Stowell D, Sandler M (2018), Does K matter? k-NN hubness analysis for kernel additive modelling vocal separation LVA-ICA


    • Allik A, Thalmann F, Sandler M (2018), MusicLynx: Exploring Music Through Artist Similarity Graphs $nameOfConference


    • Yela DF, Stowell D, Sandler M (2018), Does k Matter? k-NN Hubness Analysis for Kernel Additive Modelling Vocal Separation $nameOfConference

    • Choi K, Fazekas G, Sandler M et al. (2018), The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging $nameOfConference


    • Mehrabi A, Choi K, Dixon S et al. (2018), Similarity measures for vocal-based drum sample retrieval using deep convolutional auto-encoders $nameOfConference

    • Freeman J, Wiggins G, Starks G et al. (2018), A concise taxonomy for describing data as an art material $nameOfConference


    • Choi K, Fazekas G, Sandler M et al. (2018), A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging $nameOfConference


    • Moffat D, Sandler MB (2018), Adaptive ballistics control of dynamic range compression for percussive tracks $nameOfConference

    • KUDUMAKIS P, Corral García J, Barbancho I et al. (2018), Enabling Interactive and Interoperable Semantic Music Applications $nameOfConference


    • McArthur A, Sandler M, Stewart R (2018), Perception of mismatched auditory distance - Cinematic VR $nameOfConference

    • Ewert S, Sandler MB (2017), An augmented lagrangian method for piano transcription using equal loudness thresholding and lstm-based decoding $nameOfConference


    • MORO G, MCPHERSON A, SANDLER M (2017), Dynamic temporal behaviour of the keyboard action on the Hammond organ and its perceptual significance $nameOfConference


    • Yela DF, Ewert S, O'Hanlon K et al. (2017), Shift-Invariant Kernel Additive Modelling for Audio Source Separation $nameOfConference

    • 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

    • Choi K, Fazekas G, Cho K et al. (2017), A Tutorial on Deep Learning for Music Information Retrieval $nameOfConference

    • Choi K, Fazekas G, Cho K et al. (2017), A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging $nameOfConference

    • White B, Mehrabi A, Sandler MB (2017), An Archival Echo: Recalling the public domain through real-time query by vocalisation $nameOfConference


    • McArthur A, Sandler M, Stewart R (2017), Distance in audio for VR: Constraints and opportunities $nameOfConference


    • THALMANN FLORIAN, EWERT SEBASTIAN, SANDLER MARK (2017), Exploring Musical Expression on the Web: Deforming, Exaggerating, and Blending Decomposed Recordings 3rd Web Audio Conference

    • 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

    • Ewert S, Sandler MB (2017), An Augmented Lagrangian Method for Piano Transcription using Equal Loudness Thresholding and LSTM-based Decoding $nameOfConference

    • 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


    • 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


    • 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


    • 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


    • Choi K, Fazekas G, Cho K et al. (2017), The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging $nameOfConference

    • McArthur A, Stewart R, Sandler M (2017), Sounds too true to be good: diegetic infidelity–the case for sound in virtual reality $nameOfConference


    • Choi K, Fazekas G, Sandler M et al. (2017), Transfer learning for music classification and regression tasks $nameOfConference

    • MEHRABI A, Dixon S, Sandler (2017), Vocal imitation of synthesised sounds varying in pitch, loudness and spectral centroid $nameOfConference


    • Yela DF, Ewert S, FitzGerald D et al. (2017), On the Importance of Temporal Context in Proximity Kernels: A Vocal Separation Case Study $nameOfConference

    • Wilmering T, Thalmann F, Fazekas G et al. (2017), Bridging Fan Communities and Facilitating Access to Music Archives through Semantic Audio Applications $nameOfConference

    • 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

    • Liang B, Fazekas G, Sandler M (2017), Detection of Piano Pedaling Techniques on the Sustain Pedal $nameOfConference

    • Yela DF, Ewert S, Fitzgerald D et al. (2017), On the importance of temporal context in proximity kernels: A vocal separation case study $nameOfConference

    • Liang B, Fazekas G, McPherson A et al. (2017), Piano Pedaller: A Measurement System for Classification and Visualisation of Piano Pedalling Techniques $nameOfConference

    • Liang B, Fazekas G, Sandler M (2017), Recognition of Piano Pedalling Techniques Using Gesture Data $nameOfConference


    • 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)


    • 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

    • 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

    • Kudumakis P, Sandler M (2016), DMRN+11: Digital Music Research Network Workshop Proceedings 2016 DMRN+11: Digital Music Research Network Workshop 2016


    • O'hanlon K, Sandler MB (2016), Compositional Chroma estimation using powered euclidean distance $nameOfConference


    • TIAN M, Sandler MARKB (2016), Towards Music Structural Segmentation Across Genres: Features, Structural Hypotheses and Annotation Principles $nameOfConference


    • Ewert S, Sandler M (2016), Piano transcription in the studio using an extensible alternating directions framework $nameOfConference


    • Yela DF, Ewert S, FitzGerald D et al. (2016), Interference Reduction in Music Recordings Combining Kernel Additive Modelling and Non-Negative Matrix Factorization $nameOfConference

    • MEHRABI A, Dixon S, Sandler M (2016), Towards a comprehensive dataset of vocal imitations of drum sounds 2nd AES Workshop on Intelligent Music Production

    • 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)


    • CHOI K, sandler M, fazekas G (2016), Text-based LSTM networks for Automatic Music Composition Conference on Computer Simulation of Musical Creativity

    • QUINTON E, Sandler M, Dixon S (2016), ESTIMATION OF THE RELIABILITY OF MULTIPLE RHYTHM FEATURES EXTRACTION FROM A SINGLE DESCRIPTOR $nameOfConference


    • Buccoli M, Zanoni M, Fazekas G et al. (2016), A Higher-Dimensional Expansion of Affective Norms for English Terms for Music Tagging $nameOfConference

    • 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


    • Allik A, Fazekas G, Sandler M (2016), An Ontology for Audio Features $nameOfConference

    • Choi K, Fazekas G, Sandler M (2016), Automatic Tagging Using Deep Convolutional Neural Networks $nameOfConference

    • Thalmann F, Fazekas G, Wiggins GA et al. (2016), Creating, Visualizing, and Analyzing Dynamic Music Objects in the Browser with the Dymo Designer $nameOfConference


    • Barthet M, Fazekas G, Thalmann F et al. (2016), Crossroads: Interactive Music Systems Transforming Performance, Production and Listening $nameOfConference

    • Barthet M, Fazekas G, Allik A et al. (2016), From interactive to adaptive mood-based music listening experiences in social or personal context $nameOfConference


    • Saari P, Fazekas G, Eerola T et al. (2016), Genre-Adaptive Semantic Computing and Audio-Based Modelling for Music Mood Annotation $nameOfConference


    • Carrillo A, Thalmann F, Fazekas G et al. (2016), Geolocation Adaptive Music Player $nameOfConference

    • Wilmering T, Thalmann F, Sandler MB (2016), Grateful Live: Mixing Multiple Recordings of a Dead Performance into an Immersive Experience $nameOfConference

    • Wilmering T, Sandler MB (2016), Interdisciplinary classification of audio effects in the audio effect ontology $nameOfConference

    • Tian M, Sandler MB (2016), Music structural segmentation across genres with Gammatone features $nameOfConference

    • Mora-McGinity M, Allik A, Fazekas G et al. (2016), MusicWeb: Music discovery with open linked semantic metadata $nameOfConference


    • Mora-Mcginity M, Allik A, Fazekas G et al. (2016), Proc. Metadata and Semantics Research (MTSR), Nov. 22-25, Göttingen, Germany $nameOfConference


    • Ewert S, Wang S, Müller M et al. (2016), Score-Informed Identification of Missing and Extra Notes in Piano Recordings $nameOfConference

    • Thalmann F, Carrillo G, Wiggins GA et al. (2016), The Mobile Audio Ontology: Experiencing Dynamic Music Objects on Mobile Devices $nameOfConference


    • 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

    • 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


    • Choi K, Fazekas G, Sandler M (2016), Towards Playlist Generation Algorithms Using RNNs Trained on Within-Track Transitions $nameOfConference


    • Allik A, Fazekas G, Barthet M et al. (2016), myMoodplay: An interactive mood-based music discovery app $nameOfConference

    • QUINTON E, Harte C, Sandler M (2015), EXTRACTION OF METRICAL STRUCTURE FROM MUSIC RECORDINGS $nameOfConference

    • Choi K, Fazekas G, Sandler M (2015), Understanding Music Playlists $nameOfConference

    • CHOI K, Fazekas G, sandler MARK et al. (2015), Auralisation of Deep Convolutional Neural Networks: Listening to Learned Features International Society for Music Information Retrieval Conference

    • FREEMAN J, SANDLER M, WIGGINS G et al. (2015), A concise taxonomy for describing data as an art material. IEEE VIS

    • perez carillo A, THALMANN FS, Wilmering T et al. (2015), GeoLocation-Adaptive Music Player International Society for Music Information Retrieval Conference (ISMIR)

    • MEHRABI A, Dixon S, Sandler M (2015), VOCAL IMITATION OF PITCH, SPECTRAL SHAPE AND LOUDNESS ENVELOPES International Society for Music Information Retrieval Conference

    • Ewert S, Plumbley MD, Sandler M (2015), A dynamic programming variant of non-negative matrix deconvolution for the transcription of struck string instruments $nameOfConference


    • O'Hanlon K, Sandler M, Plumbley MD (2015), Non-negative matrix factorisation incorporating greedy hellinger sparse coding applied to polyphonic music transcription $nameOfConference


    • 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


    • Wilmering T, Fazekas G, Allik A et al. (2015), Audio effects data on the semantic web $nameOfConference

    • Barthet M, Fazekas G, Allik A et al. (2015), Moodplay: an interactive mood-based musical experience $nameOfConference


    • 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


    • Thalmann F, Carrillo A, Fazekas G et al. (2015), Navigating Ontological Structures based on Feature Metadata Using the Semantic Music Player $nameOfConference

    • 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

    • Xue W, Xiaoyan L, Sandler M (2015), On comparison of phase alignments of harmonic components $nameOfConference

    • 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


    • Thalmann F, Ewert S, Sandler M et al. (2015), Spatially Rendering Decomposed Recordings - Integrating Score-Informed Source Separation and Semantic Playback Technologies $nameOfConference

    • Zanoni M, Setragno F, Antonacci F et al. (2015), Training-based Semantic Descriptors modeling for violin quality sound characterization $nameOfConference

    • Choi K, Fazekas G, Sandler M (2015), Understanding Music Playlists $nameOfConference

    • Fazekas G, BARTHET M, Sandler MB (2014), Novel Methods in Facilitating Audience and Performer Interaction Using the Mood Conductor Framework $nameOfConference


    • 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)


    • Hargreaves S, Wiggins G, Sandler M (2014), A Semantic Web approach to pattern discovery in data and music $nameOfConference

    • Kolozali S, Fazekas G, Barthet M et al. (2014), A framework for automatic ontology generation based on semantic audio analysis $nameOfConference

    • Tian M, Srinivasamurthy A, Sandler M et al. (2014), A study of instrument-wise onset detection in Beijing Opera percussion ensembles $nameOfConference


    • Wilmering T, Sandler MB (2014), Creating an audio effects database on the Semantic Web $nameOfConference

    • Tian M, Fazekas G, Black DAA et al. (2014), Design and Evaluation of Onset Detectors Using Different Fusion Policies $nameOfConference

    • Lou T, Barthet M, Fazekas G et al. (2014), Evaluation and Improvement of the Mood Conductor Interactive System $nameOfConference

    • García JC, Taglialatela C, Kudumakis P et al. (2014), Interactive music applications by MPEG-A support in Sonic Visualiser 53rd AES International Conference on "Semantic Audio"

    • Kudumakis P, Sandler M, Anadiotis ACG et al. (2014), MPEG-M: A digital media ecosystem for interoperable applications $nameOfConference


    • Bussey C, Terrell M, Rahman R et al. (2014), Metadata features that affect artificial reverberator intensity $nameOfConference

    • Fazekas G, Barthet M, Sandler M (2014), Novel Methods in Facilitating Audience and Performer Interaction using the Mood Conductor Framework $nameOfConference


    • Baume C, Fazekas G, Barthet M et al. (2014), Selection of audio features for music emotion recognition using production music $nameOfConference

    • Terrell M, Simpson A, Sandler M (2014), The mathematics of mixing $nameOfConference


    • Herrero G, Kudumakis P, Tardon LJ et al. (2013), An HTML5 Interactive (MPEG-A IM AF) Music Player 10th International Symposium on Computer Music Multidisciplinary Research (CMMR'13)

    • Kolozali S, Barthet M, Fazekas G et al. (2013), Automatic Ontology Generation for Musical Instruments Based on Audio Analysis $nameOfConference


    • Terrell MJ, Simpson AJR, Sandler MT (2013), A perceptual audio mixing device $nameOfConference

    • Wen X, Sandler M (2013), Fast Additive Sinusoidal Synthesis With a Subband Sinusoidal Method $nameOfConference


    • Allik A, Fazekas G, Dixon S et al. (2013), A Shared Vocabulary for Audio Features $nameOfConference


    • Kosta K, Song Y, Fazekas G et al. (2013), A Study of Cultural Dependence of Perceived Mood in Greek Music $nameOfConference

    • Wilmering T, Fazekas G, Sandler M (2013), Audio Effect Classification Based on Auditory Perceptual Attributes $nameOfConference

    • 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


    • Fazekas G, Sandler MB, IEEE (2013), DESCRIBING AUDIO PRODUCTION WORKFLOWS ON THE SEMANTIC WEB $nameOfConference


    • Barthet M, Marston D, Baume C et al. (2013), Design and evaluation of semantic mood models for music recommendation $nameOfConference

    • Ewert S, Mueller M, Sandler M et al. (2013), EFFICIENT DATA ADAPTION FOR MUSICAL SOURCE SEPARATION METHODS BASED ON PARAMETRIC MODELS $nameOfConference


    • Allik A, Fazekas G, Dixon S et al. (2013), Facilitating Music Information Research with Shared Open Vocabularies $nameOfConference


    • Fazekas G, Barthet M, Sandler MB et al. (2013), Mood Conductor: Emotion-Driven Interactive Music Performance $nameOfConference


    • Barthet M, Fazekas G, Sandler M (2013), Music Emotion Recognition: From Content- to Context-Based Models $nameOfConference


    • Saari P, Barthet M, Fazekas G et al. (2013), Semantic models of musical mood: Comparison between crowd-sourced and curated editorial tags $nameOfConference


    • Song C, Simpson AJR, Harte CA et al. (2013), Syncopation and the score. $nameOfConference


    • Wilmering T, Fazekas G, Sandler M (2013), The Audio Effects Ontology $nameOfConference

    • Saari P, Eerola T, Fazekas G et al. (2013), The Role of Audio and Tags in Music Mood Prediction: a Study Using Semantic Layer Projection $nameOfConference

    • Tian M, Fazekas G, Black DAA et al. (2013), Towards the Representation of Chinese Traditional Music: A State of the Art Review of Music Metadata Standards $nameOfConference

    • Lindsay-Smith H, McDonald S, Sandler M (2012), Drumkit transcription via convolutive NMF $nameOfConference

    • Burdiel E, Vetter L, Simpson AJR et al. (2012), Real-time implementation of glasberg & moore's loudness model for time-varying sounds $nameOfConference

    • Stewart R, Sandler M (2012), Spatial Auditory Display $nameOfConference

    • Raimond Y, Sandler M (2012), Evaluation of the music ontology framework $nameOfConference


    • Terrell M, Sandler M (2012), An Offline, Automatic Mixing Method for Live Music, Incorporating Multiple Sources, Loudspeakers, and Room Effects $nameOfConference


    • Terrell M, Sandler M (2012), An offline, automatic mixing method for live music, incorporating multiple sources, loudspeakers, and room effects $nameOfConference


    • Wilmering T, Fazekas G, Sandler M (2012), High level semantic metadata for the control of multitrack adaptive audio effects $nameOfConference

    • Fazekas G, Sandler M (2012), Knowledge Representation Issues in Audio-Related Metadata Model Design $nameOfConference

    • Sandler M, Hargreaves S, Klapuri A (2012), Structural Segmentation of Multitrack Audio $nameOfConference


    • Rumsey F, Schulein B, Herre J et al. (2012), Technology Trends in Auto Engineering A report by the AES Technical Council $nameOfConference

    • Wilmering T, Barthet M, Sandler MB (2011), Dereverberation of musical instrument recordings for improved note onset detection and instrument recognition $nameOfConference

    • Fazekas G, Sandler MB (2011), The studio ontology framework $nameOfConference

    • Wilmering T, Fazekas G, Sandler MB (2011), Towards ontological representations of digital audio effects $nameOfConference

    • Smith HL, McDonald S, Sandler M (2011), User driven, local model, reclassification of drum loop audio slices $nameOfConference

    • Stewart R, Sandler M (2011), The amblr: A mobile spatial audio music browser $nameOfConference


    • Kudumakis P, Wang X, Matone S et al. (2011), MPEG-M: Multimedia Service Platform Technologies $nameOfConference


    • Fields B, Jacobson K, Rhodes C et al. (2011), Analysis and Exploitation of Musician Social Networks for Recommendation and Discovery $nameOfConference


    • Stewart R, Kudumakis P, Sandler M (2011), Interactive Music Applications and Standards $nameOfConference


    • Stewart R, Sandler M (2011), An Auditory Display in Playlist Generation [Mobile applications] $nameOfConference


    • Yu D, Deng L, Jang I et al. (2011), Deep learning and its applications to signal and information processing $nameOfConference


    • Kolozali S, Fazekas G, Barthet M et al. (2011), Knowledge representation issues in musical instrument ontology design $nameOfConference

    • Stowell D, Barthet M, Dixon S et al. (2011), Musicology for the masses: Situating new audio technologies for musicology and music education Digital Engagement 2011

    • Barthet M, Hargreaves S, Sandler M (2011), Speech/Music Discrimination in Audio Podcast Using Structural Segmentation and Timbre Recognition $nameOfConference


    • Jang I, Kudumakis P, Sandler M et al. (2011), The MPEG Interactive Music Application Format Standard $nameOfConference


    • Kolozali S, Barthet M, Fazekas G et al. (2011), Towards the automatic generation of a Semantic Web ontology for musical instruments $nameOfConference


    • Barthet M, Sandler M (2010), On the effect of reverberation on musical instrument automatic recognition $nameOfConference

    • Terrell M, Sandler M (2010), Optimising the controls of a homogeneous loudspeaker array $nameOfConference

    • Wilmering T, Sandler M (2010), RDFx: Audio effects utilising musical metadata $nameOfConference


    • Cannam C, Landone C, Sandler M (2010), Sonic visualiser: An open source application for viewing, analysing, and annotating music audio files $nameOfConference


    • Wen X, Sandler M (2010), Source-Filter Modeling in the Sinusoid Domain $nameOfConference

    • Hargreaves S, Landone C, Sandler M et al. (2010), Segmentation and discovery of podcast content 128th Audio Engineering Society Convention

    • Fazekas G, Raimond Y, Jacobson K et al. (2010), An Overview of Semantic Web Activities in the OMRAS2 Project $nameOfConference


    • Terrell M, Reiss JD, Sandler M (2010), Automatic Noise Gate Settings for Drum Recordings Containing Bleed from Secondary Sources $nameOfConference


    • Stewart R, Sandler M (2010), DATABASE OF OMNIDIRECTIONAL AND B-FORMAT ROOM IMPULSE RESPONSES $nameOfConference


    • Sarti A, Zoelzer U, Serra X et al. (2010), Digital Audio Effects $nameOfConference


    • Cannam C, Sandler M, Jewell MO et al. (2010), Linked Data and You: Bringing Music Research Software into the Semantic Web $nameOfConference


    • Wen X, Sandler M (2010), On the Characterization of Slowly Varying Sinusoids $nameOfConference


    • Wilmering T, Fazekas G, Sandler M (2010), The effects of reverberation on onset detection tasks $nameOfConference

    • Dixon S, Sandler M, d'Inverno M et al. (2010), Towards a Distributed Research Environment for Music Informatics and Computational Musicology $nameOfConference


    • Xue W, Sandler M (2009), Additive and multiplicative reestimation schemes for the sinusoid modeling of audio $nameOfConference

    • Jacobson K, Raimond Y, Sandler M (2009), An ecosystem for transparent music similarity in an openworld $nameOfConference

    • Stewart R, Sandler M (2009), Generating a spatial average reverberation tail across multiple impulse responses $nameOfConference

    • Xue W, Sandler M (2009), Notes on model-based non-stationary sinusoid estimation methods using derivatives $nameOfConference

    • Xue W, Sandler M (2009), Source-filter modeling in sinusoid domain $nameOfConference

    • Raimond Y, Sutton C, Sandler M (2009), Interlinking Music-Related Data on the Web $nameOfConference


    • Levy M, Sandler M (2009), Music Information Retrieval Using Social Tags and Audio $nameOfConference


    • Wen X, Sandler M (2009), Composite spectrogram using multiple Fourier transforms $nameOfConference


    • 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


    • Jacobson K, Sandler M (2009), Musically Meaningful or Just Noise? An Analysis of On-line Artist Networks $nameOfConference


    • Fazekas G, Sandler M (2009), Novel methods in information management for advanced audio workflows $nameOfConference

    • Fazekas G, Sandler M (2009), Ontology based information management in music production $nameOfConference

    • Tidhar D, Fazekas G, Kolozali S et al. (2009), Publishing Music Similarity Features on the Semantic Web $nameOfConference

    • Stewart R, Levy M, Sandler M (2008), 3D interactive environment for music collection navigation $nameOfConference

    • Raimond Y, Sandler M (2008), A Web of musical information $nameOfConference

    • Xue W, Sandler M (2008), Analysis and synthesis of audio vibrato using harmonic sinusoids $nameOfConference

    • Raimond Y, Sutton C, Sandler M (2008), Automatic interlinking of music datasets on the Semantic Web $nameOfConference

    • Xue W, Sandler M (2008), Evaluating parameters of time-varying sinusoids by demodulation $nameOfConference

    • Jacobson K, Fields B, Sandler M et al. (2008), The effects of lossy audio encoding on genre classification tasks $nameOfConference

    • Jacobson K, Davies M, Sandler M (2008), The effects of lossy audio encoding on onset detection tasks $nameOfConference

    • Jacobson K, Sandler M, Fields B (2008), Using audio analysis and network structure to identify communities in on-line social networks of artists $nameOfConference

    • Reiss JD, Sandler M (2008), Detection and Removal of Limit Cycles in Sigma Delta Modulators $nameOfConference


    • Slaney M, Ellis DPW, Sandler M et al. (2008), Introduction to the special issue on music information retrieval $nameOfConference


    • Levy M, Sandler M (2008), Structural segmentation of musical audio by constrained clustering $nameOfConference


    • Fazekas G, Raimond Y, Sandler M (2008), A framework for producing rich musical metadata in creative music production $nameOfConference

    • Fields B, Casey M, Jacobson K et al. (2008), Do you sound like your friends? exploring artist similarity via artist social network relationships and audio signal processing $nameOfConference

    • Levy M, Sandler M (2008), Learning Latent Semantic Models for Music from Social Tags $nameOfConference


    • Raimond Y, Sutton C, Sandler M (2007), A distributed data space for music-related information $nameOfConference


    • Levy M, Sandler M (2007), A semantic space for music derived from social tags $nameOfConference

    • Stewart R, Sandler M (2007), Real-time panning convolution reverberation $nameOfConference

    • Xue W, Sandler M (2007), Sinusoid modeling in a harmonic context $nameOfConference

    • Stewart R, Sandler M (2007), Statistical measures of early reflections of room impulse responses $nameOfConference

    • Raimond Y, Abdallah S, Sandler M et al. (2007), The music ontology $nameOfConference

    • Jacobson K, Davies M, Sandler M (2007), Towards textual annotation of rhythmic style in electronic dance music $nameOfConference

    • Raimond Y, Sandler M (2007), Using the Semantic Web for enhanced audio experiences $nameOfConference

    • Wen X, Sandler M (2007), Calculation of radix-2 discrete multiresolution Fourier transform $nameOfConference


    • Sandler M (2007), Interacting with Digital Music $nameOfConference


    • SANDLER MB, Noland K (2007), Signal Processing Parameters for Tonality Estimation Proceedings of AES 122nd Convention, Vienna, 2007

    • SANDLER MB, Bello JP, Ravelli E (2007), Automatic Rhythm Modification of Drum Loops $nameOfConference


    • Levy M, Noland K, Sandler M (2007), A comparison of timbral and harmonic music segmentation algorithms $nameOfConference


    • Fazekas G, Sandler M (2007), Intelligent editing of studio recordings with the help of automatic music structure extraction $nameOfConference

    • SANDLER MB, Wen X (2007), New Audio Editor Functionality Using Harmonic Sinusoids Proceedings of AES 122nd Convention, Vienna 2007

    • Sandler MB, Levy M (2007), Signal-based music searching and browsing $nameOfConference


    • Fazekas G, Sandler M (2007), Structural decomposition of recorded vocal performances and its application to intelligent audio editing $nameOfConference

    • Lalmas M, SANDLER MB, Raimond Y et al. (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

    • SANDLER MB (2006), Interacting with Digital Music Philips Symposium on Intelligent Applications, Keynote Talk, December 6, 2006


    • Abdallah S, Sandler M, Rhodes C et al. (2006), Using duration models to reduce fragmentation in audio segmentation $nameOfConference


    • Bello JP, Daudet L, Sandler MB (2006), Automatic piano transcription using frequency and time-domain information $nameOfConference


    • SANDLER MB, Harte C (2006), Detecting Harmonic Change in Musical Audio Proceedings of ACM Multimedia, Santa Barbara, October 2006


    • SANDLER MB, 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

    • SANDLER MB, Levy M (2006), Lightweight Measures for Timbral Similarity of Musical Audio Proceedings of ACM Multimedia, Santa Barbara, October 2006


    • Sandler M (2006), Louis Blumberg - In memoriam $nameOfConference

    • SANDLER MB, Bello JP, Landone C et al. (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

    • Davies ME, PLUMBLEY MD, Sandler MB et al. (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

    • Sandler M, Black D (2006), Scalable audio coding for compression and loss resilient streaming $nameOfConference


    • SANDLER MB, Bello JP, Ravelli E (2006), Drum Loops $nameOfConference

    • Rhodes C, Casey M, Abdallah S et al. (2006), A Markov-chain Monte-Carlo approach to musical audio segmentation $nameOfConference

    • SANDLER MB, Black D (2006), A Voicing Decision Driven Forward Error Correction Scheme For Voice Over IP Applications Proceedings of EUSIPCO 2006

    • SANDLER MB, Raimond Y, Abdallah S (2006), An Ontology-Based Approach to Information Management for Music Analysis Systems Proceedings of the 120th AES Convention 2006

    • SANDLER MB, Levy M (2006), Application of Segmentation an dThumbnailing to Music Browsing and Searching Proceedings of AES 120th Convention 2006

    • Bello JP, Ravelli E, Sandler MB (2006), Drum sound analysis for the manipulation of rhythm in drum loops $nameOfConference

    • SANDLER MB, Wen X (2006), Error Compensation in Modeling Time-Varying Sinusoids Proceedings of DAFx'06, Montreal, 2006

    • Levy M, Sandler M, Casey M (2006), Extraction of high-level musical structure from audio data and its application to thumbnail generation $nameOfConference

    • Chetry N, Sandler M (2006), Linear predictive models for musical instrument identification $nameOfConference

    • SANDLER MB, Levy M (2006), New Methods in Structural Segmentation of Musical Audio Proceedings of EUSIPCO 2006

    • Raimond Y, Abdallah SA, Sandler M et al. (2006), Scalable framework for multimedia knowledge management $nameOfConference


    • Aucouturier JJ, Pachet F, Sandler M (2005), "The way it sounds": Timbre models for analysis and retrieval of music signals $nameOfConference


    • SANDLER MB, Landone C, Cannam C (2005), Sonic Visual $nameOfConference

    • Bello JP, Daudet L, Abdallah S et al. (2005), A tutorial on onset detection in music signals $nameOfConference


    • Sandler MB, REISS J (2005), A mechanism for the detection and removal of limit cycles in the operation of sigma delta modulators $nameOfConference

    • SANDLER M, Reiss J (2005), Sigma Delta Modulation $nameOfConference

    • Sandler MB, 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

    • Davies ME, SANDLER MB, 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

    • Reefman D, Reiss J, Janssen E et al. (2005), Description of limit cycles in sigma-delta modulators $nameOfConference


    • SANDLER MB, Harte C (2005), Automatic Chord Identification Using a Quantised Chromagram 118th AES Convention, Barcelona, 29 May 2005

    • SANDLER MB, Chetry N (2005), Musical Instrument Identification Using LSF and K-Means 118th AES Convention, Barcelona - 29 May 2005

    • SANDLER MB, Xue W (2005), Transcribing Piano Recordings Using Signal Novelty 118th AES Convention, Barcelona, 29 May 2005

    • SANDLER MB, 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

    • SANDLER MB, Bello JP, Ravelli E (2005), Fast Implementation for Non-Linear Time-Scaling of Stereo Signals Proceedings 8th International Conference on Digital Audio Effects, DAFx 2005

    • Dasgupta A, Hopcroft J, Kleinberg J et al. (2005), On learning mixtures of heavy-tailed distributions $nameOfConference


    • 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


    • SANDLER MB, Abdallah S, Harte C et al. (2005), Symbolic Representation of Musical Chords: A Proposed Syntax for Text Annotation Proceedings of 6th International Conference on Music Information Retrieval, ISMIR 2005

    • SANDLER MB, Abdallah S, Noland K et al. (2005), Theory and Evaluation of a Bayesian Music Structure Extractor Proceedings of 6th International Conference on Music Information Retrieval, ISMIR 2005

    • SANDLER MB, Bello JP (2004), Centre for Digital Music: Studio Report ICMC'04, Miami, USA 2004

    • SANDLER MB, Black D (2004), Loss Resilient Scalable Audio Compression and Streaming EWIMT, November 2004

    • Sandler MB, REISS J, Reefman D et al. (2004), Description of Limit Cycles in Feedback Sigma Delta Modulators 117th Convention of the Audio Engineering Society, San Francisco, October 28-31, 2004

    • Davies ME, SANDLER MB, Duxbury C et al. (2004), A Comparison Between Fixed and Multiresolution analysis for Onset Detection in Musical Signals DAFx'04, Naples, Italy, October 2004

    • 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


    • Davies ME, SANDLER MB, Paul-Taiwo A (2004), Feature Extractors for Music Information Retrieval: Noise Robustness 116th Convention of the Audio Engineering Society, Berlin, May 8-11, 2004

    • Daudet L, Sandler M (2004), MDCT analysis of sinusoids: Exact results and applications to coding artifacts reduction $nameOfConference


    • Davies ME, SANDLER MB, Chetry N et al. (2004), An Efficient Two-Stage Implementation of Harmonic Matching Pursuit EUSIPCO-04

    • Sandler MB, REISS J (2004), Audio Issues in MIR Evaluation Proceedings of the 5th International Conference on Music Information Retrieval, Barcelona, Spain, 2004

    • Sandler MB, 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

    • Sandler MB, 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

    • SANDLER MB, Aucouturier JJ (2004), The way it sounds: Timbre Models for Analysis and Retrieval of Polyphomic Music Signals $nameOfConference


    • PLUMBLEY MD, Sandler MB, 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

    • Sandler MB, 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

    • Pickens J, Bello JP, Monti G et al. (2003), Polyphonic score retrieval using polyphonic audio queries: A harmonic modeling approach $nameOfConference


    • Davies ME, SANDLER MB, Bello JP et al. (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

    • 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


    • Sandler MB, 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

    • SANDLER MB (2003), Method for Accurate Time Position of Transients in Signals $nameOfConference

    • PLUMBLEY MD, Sandler MB, Brossier P (2003), Real-time Object-Based Coding Proceedings of the 114th AES Convention, Amsterdam, March 2003

    • Davies ME, SANDLER MB, Duxbury C (2003), Temporal Segmentation and Pre-Analysis for Non-Linear Time-Scaling of Audio Proceedings of AES 114th Convention in Amsterdam March 2003

    • Duxbury C, Bello JP, Davies M et al. (2003), A combined phase and amplitude based approach to onset detection for audio segmentation $nameOfConference


    • SANDLER MB, Reiss J, Robert B et al. (2003), Analysis of the Nonlinear Dynamics of the Electric Step Motor IEEE ICIT [International Conference on Industrial Technology] 2003

    • Duxbury C, Bello JP, Davies M et al. (2003), Complex domain onset detection for musical signals $nameOfConference

    • Sandler M, REISS J (2003), Dither and Noise Modulation in Sigma Delta Modulators 115th Convention of Audio Engineering Society

    • Black D, Sandler M (2003), Estimation of short term prediction parameters under lossy conditions $nameOfConference


    • Reiss J, Robert B, Alin F et al. (2003), Flip phenomena and co-existing attractors in an incremental actuator $nameOfConference


    • SANDLER MB, 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]

    • Reiss JD, Sandler MB (2003), Nonlinear time series analysis of musical signals $nameOfConference

    • Reiss JD, Selbie J, Sandler MB (2003), Optimised kd-tree indexing of multimedia data $nameOfConference


    • Bello JP, Sandler M (2003), Phase-based note onset detection for music signals $nameOfConference

    • SANDLER MB, Monti G, Bello JP et al. (2003), Polyphonic Score Retrieval using Polyphonic Audio Queries: A Harmonic Modelling Approach $nameOfConference

    • SANDLER MB (2002), Music Analysis and Recognition MPCA Workshop, Leuven, Belgium 15 November 2002

    • Sandler MB, 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

    • Davies ME, SANDLER MB, 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

    • SANDLER MB, 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

    • SANDLER MB, Daudet L, 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

    • SANDLER MB, Daudet L, 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

    • Plumbley MD, Abdallah SA, Bello JP et al. (2002), Automatic music transcription and audio source separation $nameOfConference


    • 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

    • SANDLER MB, Bello JP, Monti G et al. (2002), Polyphonic Score Retrieval Using Polyphonic Audio Queries: A Harmonic Modeling Approach $nameOfConference


    • Sandler MB, REISS J, Janssen E et al. (2002), Improved Compression of DSD for Super Audio CD Presented at 112th Convention of the Audio Engineering Society, Munich, Germany, May 10-13, 2002

    • Davies ME, SANDLER MB, Duxbury C (2002), Improved Time-Scaling of Musical Audio Using Phase Locking of Transients 112th Convention of the Audio Engineering Society, Munich, May 2002

    • SANDLER MB (2002), Internet Signal Processing a New Paradigm IEEE ICASSP, Orlando, USA - May 2002

    • SANDLER MB, Monti G (2002), Pitch Locking Monophonic Music Analysis 112th Convention of the Audio Engineering Society, Munich, May 2002

    • SANDLER MB, Daudet L, Bello-Correa JP (2002), Time-Domain Polyphonic Piano Transcription Using a Self-Generating Database 112th Convention of the Audio Engineering Society, Munich, May 2002

    • SANDLER MB (2002), Scalable Audio Compression EPSRC Theme Day, Institute of Acoustics Conference, Salford - 26th March 2002

    • Reiss J, Alin F, Sandler M et al. (2002), A detailed analysis of the nonlinear dynamics of the electric step motor $nameOfConference


    • SANDLER MB, Marvasti F (2002), Applications of Nonuniform Sampling to nonuniform Modulation $nameOfConference

    • Daudet L, Sandler M, Torresani B (2002), Audio representations on overcomplete sets $nameOfConference


    • SANDLER MB, Zoelzer U (2002), Bitstream Signal Processing $nameOfConference


    • Aucouturier JJ, Sandler M (2002), Finding repeating patterns in acoustic musical signals: Applications for audio thumbnailing. $nameOfConference

    • Davies ME, SANDLER MB, Duxbury C (2001), Separation of Transient Information in Musical Audio Using Multiresolution Analysis Techniques DAFx 2001, Limerick - 6-8 December 2001

    • Sandler MB, 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

    • Sandler MB, REISS J, 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

    • SANDLER MB, 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

    • Sandler M (2001), Special issue: Musical applications of digital signal processing - Introduction $nameOfConference


    • Davies ME, PLUMBLEY MD, Sandler MB et al. (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

    • Sandler MB, REISS J (2001), Multibit Chaotic Sigma Delta Modulation Presented at Nonlinear Dynamics of Electronic Systems, Delft, The Netherlands, 2001

    • Reiss JD, Sandler MB (2001), The benefits of multibit chaotic sigma delta modulation. $nameOfConference


    • SANDLER MB, Aucouturier J (2001), Segmentation of Musical Signals using Hidden Markov Models 110th Convention of AES, Amsterdam, 12-15 May 2001

    • SANDLER MB, Landone C (2001), Surround Sound Impact over Large Areas 110th Convention of AES, Amsterdam 12-15 May 2001

    • Marvasti F, Sandler M (2001), Applications of Nonuniform Sampling to Nonlinear Modulation, A/D and D/A Techniques $nameOfConference


    • Sandler MB, REISS J, 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

    • Sandler MB, REISS J (2001), Exploiting Chaos in Multibit Sigma Delta Modulation Presented at European Conference on Circuit Theory and Design, Espoo, Finland, 2001

    • Leslie B, Sandler M (2001), Packet loss resilient, scalable audio compression and streaming for IP networks $nameOfConference


    • Sandler M (2000), Digital amplification for consumer audio $nameOfConference

    • Landone C, Sandler M (2000), Applications of binaural processing to surround sound reproduction in large spaces $nameOfConference


    • Sandler M (2000), Digital music in the 21st century $nameOfConference

    • Castellano G, Boyce J, Sandler M (2000), Regularized CDWT optical flow applied to moving-target detection in IR imagery $nameOfConference


    • Nawrocki R, Goldberg JM, Sandler MB (1999), Information-theoretic constraints on noise shaping networks with minimum noise power gain $nameOfConference


    • Palomar DP, Price M, Sandler M (1999), Re-optimization of LPC filters for multi-pulse coded excitation $nameOfConference


    • Magrath AJ, Sandler MB (1999), Digital-domain dithering of sigma-delta modulators using bit flipping $nameOfConference


    • Sandler MB, Magrath AJ, Kudumakis P (1999), 16 High Quality Audio Coding for Mobile Multimedia Communications $nameOfConference


    • Price M, Sandler M (1999), Investigation of a least squares method for high order filter synthesis $nameOfConference

    • Castellano G, Boyce J, Sandler M (1999), Moving target detection in infrared imagery using a regularized CDWT optical flow $nameOfConference


    • Leslie B, Sandler M (1999), Wavelet packet algorithm for 1-D data with no block end effects $nameOfConference

    • Landone C, Sandler MB (1998), 3-D sound systems: A computationally efficient binaural processor $nameOfConference

    • Leslie B, Sandler M (1998), Audio compression using wavelets $nameOfConference

    • Landone C, Sandler MB (1998), Digital filtering for 3D binaural sound $nameOfConference


    • Landone C, Sandler MB (1998), 3-D sound systems: A computationally efficient binaural processor $nameOfConference


    • Leslie B, Sandler M (1998), Audio compression using wavelets $nameOfConference


    • Lambrou T, Kudumakis P, Speller R et al. (1998), Classification of audio signals using statistical features on time and wavelet transform domains $nameOfConference


    • Magrath AJ, Sandler MB (1998), Efficient coding of linear predictive coefficients for wideband speech $nameOfConference


    • Magrath AJ, Sandler MB (1998), Encoding hidden data channels in sigma delta bitstreams $nameOfConference


    • Magrath AJ, Sandler MB (1998), Parametric encoding of line spectral pairs for wideband speech $nameOfConference


    • Price M, Waters M, Sandler M (1998), Synthesis and performance of a new class of implementation for high-order recursive digital filters $nameOfConference


    • Magrath AJ, Clark IG, Sandler MB (1997), Design and implementation of a FPGA sigma-delta power DAC $nameOfConference


    • Kudumakis P, Sandler M (1997), Usage of short wavelets for scalable audio coding $nameOfConference


    • Kudumakis P, Sandler M (1997), Wavelets versus conventional filters for low bit rate audio coding IEE Conference Publication


    • Magrath AJ, Sandler MB (1997), Digital power amplification using sigma-delta modulation and bit flipping $nameOfConference

    • Magrath AJ, Sandler MB (1997), Digital-domain dithering of sigma-delta modulators using bit flipping $nameOfConference

    • Dunn C, Sandler M (1997), Psychoacoustically optimal sigma-delta modulation $nameOfConference

    • Magrath AJ, Sandler MB (1997), A use of sigma-delta modulation in power digital-to-analogue conversion $nameOfConference


    • Waters M, Price M, Sandler MB et al. (1997), Parallel interconnection of cascaded subfilters: improved performance at high order $nameOfConference


    • Magrath AJ, Sandler MB (1997), Sigma-delta modulator topology with high linearity $nameOfConference


    • Sandler MB, Kudumakis P, Magrath AJ (1996), Audio coding for mobile multimedia communications $nameOfConference


    • Dunn C, Sandler M (1996), Fixed and adaptive sigma-delta modulators with multibit quantisers $nameOfConference

    • Kudumakis PE, Sandler MB (1996), On the compression obtainable with four-tap wavelets $nameOfConference


    • Sandler M, Zeheb E (1996), On using Mathematica to implement the zero set technique $nameOfConference

    • Sandler M, Zeheb E (1996), On using mathematica to implement the zero set technique $nameOfConference

    • Price M, Holden S, Sandler M (1996), Accurate parallel form filter synthesis $nameOfConference


    • Dunn C, Sandler M (1996), A comparison of dithered and chaotic sigma-delta modulators $nameOfConference

    • Dunn C, Sandler M (1996), Adaptive sigma-delta modulation for use in DACs $nameOfConference


    • Castellano G, Sandler MB (1996), Handwritten digits recognition using Hough transform and neural networks $nameOfConference

    • Magrath AJ, Sandler MB (1996), Hybrid pulse width modulation/sigma-delta modulation power digital-to-analogue converter $nameOfConference


    • Magrath AJ, Sandler MB (1996), Performance enhancement of sigma-delta modulator D-A converters using non-linear techniques $nameOfConference


    • Summerfield S, Anderson M, Kershaw S et al. (1996), VLSI implementation of a Sigma-Delta bitstream FIR filter $nameOfConference

    • Kudumakis PE, Sandler MB (1996), Wavelet packet based scalable audio coding Proceedings - IEEE International Symposium on Circuits and Systems


    • Magrath AJ, Sandler MB (1995), Non-linear deterministic dithering of sigma-delta modulators $nameOfConference

    • Waters M, Price M, Sandler MB (1995), Performance advantage of hybrid cascade/parallelhigh order recursive filters $nameOfConference


    • Magrath AJ, Sandler MB (1995), Resolution enhancement and dither of sigma-delta modulator digital-to-analogue converters $nameOfConference


    • Dunn C, Sandler M (1995), Efficient linearisation of sigma-delta modulators using single-bit dither $nameOfConference


    • Magrath AJ, Sandler MB (1995), Efficient dithering of sigma-delta modulators withadaptive bitflipping $nameOfConference


    • Magrath AJ, Sandler MB (1995), Power digital-to-analogue conversion using a sigma-delta modulator with controlled limit cycles $nameOfConference


    • Dunn C, Sandler M (1995), Linearising sigma-delta modulators using dither and chaos $nameOfConference


    • 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


    • Kershaw SM, Summerfield S, Sandler MB (1995), On Σ Δ signal processing remodulator complexity $nameOfConference

    • Price M, Sandler M (1994), Implementation of the IPFE algorithm for synthesis of high order recursive filters $nameOfConference


    • Mackenzie J, Sandler M (1994), Modelling sound with chaos $nameOfConference


    • Summerfield S, Kershaw SM, Sandler MB (1994), Sigma-delta bitstream filtering in VLSI $nameOfConference

    • Mackenzie J, Sandler M (1994), Using chaos to model sound $nameOfConference

    • Goldberg JM, Sandler MB (1994), New high accuracy pulse width modulation based digital-to-analogue convertor/power amplifier $nameOfConference


    • Kershaw SM, Sandler MB (1994), Digital signal processing on a sigma-delta bitstream $nameOfConference

    • Dunn C, Sandler M (1994), Use of clipping in sigma-delta modulators $nameOfConference

    • Hanif T, Sandler M (1994), A counter-based Hough transform system $nameOfConference


    • Dunn C, Sandler MB (1994), Measurement of nonlinearity in high-resolution sigma-delta converters $nameOfConference


    • Sandler MB (1993), Digital-to-analogue conversion using pulse width modulation $nameOfConference


    • Costa LD, Sandler MB (1993), Effective Detection of Digital Bar Segments with Hough Transform $nameOfConference


    • Hare AR, Sandler MB (1993), General test framework for straight-line detection by Hough transforms $nameOfConference

    • Sandler MB (1993), Implementation of high order recursive filters as sub-filters $nameOfConference


    • Waters M, Sandler MB (1993), Least squares IIR filter design on a logarithmic frequency scale $nameOfConference


    • Hare AR, Sandler MB (1992), Improved-performance ‘randomised’ hough transform $nameOfConference


    • Chan CK, Sandler MB (1992), A complete shape recognition system using the Hough transform and neural network $nameOfConference


    • Yu J, Sandler MB, Hawken RE (1992), Adaptive quantisation for one-bit sigma-delta modulation $nameOfConference


    • Hayat L, Naqvi A, Sandler M (1992), Comparative evaluation of fast thinning algorithms on a multiprocessor architecture $nameOfConference


    • da F. Costa L, Sandler MB (1992), Detecting Digital Straight Line Segments in O(N2) $nameOfConference


    • Sandler M (1992), New synthesis techniques for high order all-pole filters $nameOfConference


    • Hayat L, Naqvi A, Sandler MB (1991), A fast thinning algorithm based on image compression $nameOfConference


    • Costa LDF, Sandler MB (1991), Application of the binary hough transform to image compression $nameOfConference

    • Hayat L, Sandler MB (1991), Efficient multidimensional/multidirectional parallel pipelined architecture for image processing $nameOfConference

    • Townsend MA, Sandler MB (1991), Improved high precision formant analysis procedure $nameOfConference

    • Hiorns RE, Bowman RG, Sandler MB (1991), PWM DAC for digital audio power conversion. From theory to performance $nameOfConference

    • Da F. Costa L, Leng X, Sandler MB et al. (1991), Semiautomated analysis of clay samples $nameOfConference


    • da Fontoura Costa L, Sandler MB (1991), Systolic multiple-output multipliers for digital signal processing and computer vision $nameOfConference


    • Goldberg JM, Sandler MB (1991), Noise shaping and pulse-width modulation for an all-digital audio power amplifier $nameOfConference

    • Goldberg JM, Sandler MB (1991), Pseudo-Natural Pulse Width Modulation for High Accuracy Digital-to-Analogue Conversion $nameOfConference


    • Zhou S, Sandler M, Bergman G (1991), A switched memory decoding system for a multiple processor system $nameOfConference


    • Sandler M (1991), Algorithm for high precision root finding from high order LPC models $nameOfConference


    • Ben-Tzvi D, Sandler M (1991), Analogue implementation of the Hough transform $nameOfConference


    • Waters M, Sandler MB (1991), Application of nonlinear dynamics to digital effects for musical instruments $nameOfConference

    • Hiorns RE, Bowman RG, Goldberg JM et al. (1991), Developments in realising an all digital power amplifier $nameOfConference

    • Mackenzie JP, Sandler MB (1991), Fractal interpolation functions for sound synthesis $nameOfConference

    • Hayat L, Nagvi A, Sandler MB (1991), Parallel implementation of a fast thinning algorithm using image compression $nameOfConference


    • 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


    • Ben-Tzvi D, Sandler M (1990), Analog implementation of the Hough transform suitable for single chip VLSI implementation $nameOfConference


    • da Fontoura Costa L, Tzionas P, Sandler MB (1990), On the VLSI implementation of the Binary Hough Transform $nameOfConference

    • Sandler M (1990), Partitioning strategies for high order recursive filters $nameOfConference

    • Ben-Tzvi D, Naqui A, Sandler M (1990), Efficient parallel implementation of the hough transform on a distributed memory system $nameOfConference


    • Hayat L, Sandler MB (1990), Image Compression Algorithm for Fast Parallel Thinning of Binary Images $nameOfConference


    • da Fontoura Costa L, Sandler MB (1990), Binary Hough transform and its implementation Curves and Surfaces in Computer Vision and Graphics


    • Da Fontoura Costa L, Sandler MB (1990), The Binary Hough Transform and its implementation $nameOfConference


    • Ben-Tzvi D, Sandler MB (1990), A combinatorial Hough transform $nameOfConference


    • Sandler MB (1990), Analysis and synthesis of atonal percussion using high order linear predictive coding $nameOfConference


    • Sandler M, Hayat L, Costa L (1990), Benchmarking processors for image processing $nameOfConference


    • Ben-Tzvi D, Sandler MB (1990), Counter-based hough transform $nameOfConference


    • da Fontoura Costa L, Ben-Tzvi D, Sandler M (1990), Performance improvements to the Hough transform $nameOfConference

    • Ben-Tzvi D, Naqvi A, Sandler M (1990), Synchronous multiprocessor implementation of the Hough transform $nameOfConference


    • Sandler MB, Hayat L, Costa L et al. (1989), Comparative evaluation of DSPs, microprocessors and the transputer for image processing $nameOfConference


    • Costa LDF, Sandler MB (1989), Neural networks and Hough transform for pattern recognition $nameOfConference

    • Da Fontoura Costa L, Sandler MB (1989), Improving Parameter Space for Hough Transform $nameOfConference


    • Ben-Tzvi D, Sandler M (1989), Analogue Implementation Of Hough Transform $nameOfConference


    • Sandler M (1989), Implementation Strategy for High-Order Recursive Filters $nameOfConference


    • Da Fontoura Costa L, Sandler MB (1989), A binary Hough transform and its efficient implementation in a systolic array architecture $nameOfConference


    • Ben-Tzvi D, Naqvi A, Sandler M (1989), Efficient parallel implementation of the Hough transform on a distributed memory system $nameOfConference


    • Ben-Tzvi D, Sandler M (1989), Efficient parallel implementation of the hough transform on a distributed memory system $nameOfConference


    • Sandler M (1989), High complexity resonator structures for formant synthesis of musical instruments $nameOfConference


    • Eghtesadi S, Sandler M (1989), Implementation of the Hough transform for intermediate-level vision on a transputer network $nameOfConference


    • Leavers VF, Sandler MB (1988), An efflcient Radon transform $nameOfConference


    • Sandler M (1988), Interfacing the transputer to the TMS320 in an image processing environment $nameOfConference


    • Sandler MB, Eghtesadi S (1988), Transputer based implementations of the hough transform for computer vision $nameOfConference


    • Naqvi AA, Sandler MB (1987), IMAGE PROCESSING WITH MULTIPLE DSPs. $nameOfConference

    • Naqvi AA, Sandler MB (1987), LOW COST MULTIPROCESSOR ARCHITECTURE FOR REAL-TIME IMAGE PROCESSING. $nameOfConference

    • Sandler M (1986), PROGRESS TOWARDS A DIGITAL POWER AMPLIFIER. $nameOfConference

    • Sandler MB, Nathwani M (1985), ALL DIGITAL AUDIO POWER AMPLIFIER. $nameOfConference

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