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Institute of Applied Data Science

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Professor Mark Sandler

Mark Sandler

Professor of Signal Processing & Turing Fellow

School of Electronic Engineering and Computer Science
Peter Landin, CS 320
 +44 20 7882 7680

www.eecs.qmul.ac.uk/profiles/sandlermark.html

Research

Music Data Science, Digital Signal Processing, Semantic Web for Music and Audio, Digital Power Amplifiers, Fine Grain Scalable Audio Coding

Interests

His research interests include 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; and Semantic Media.

Publications

Publications of specific relevance to Applied Data Science

2021

(2021). FifthNet: Structure Compact Neural Networks for Automatic Chord Recognition. Ieee/Acm Transactions On Audio Speech and Language Processing  10.1109/TASLP.2021.3070158

2020

Metzig C, Gould M, Noronha R, Abbey R, Sandler M and Colijn C (2020). Classification of origin with feature selection and network construction for folk tunes. Pattern Recognition Letters  vol. 133, 356-364. 10.1016/j.patrec.2020.03.023
Fano Yela D, Thalmann F, Nicosia V, Stowell D and Sandler M (2020). Online visibility graphs: Encoding visibility in a binary search tree. American Physical Society (Aps)  Physical Review Research  vol. 2, (2) 10.1103/physrevresearch.2.023069
KUDUMAKIS P, WILMERING T, Sandler M, Rodríguez-Doncel V, Boch L and Delgado J (2020). The Challenge: From MPEG Intellectual Property Rights Ontologies to Smart Contracts and Blockchains. Institute of Electrical and Electronics Engineers  Ieee: Signal Processing Magazine  vol. 37, (2) 89-95. 10.1109/MSP.2019.2955207
WILMERING T, MOFFAT DJ, Milo A and Sandler M (2020). A History of Audio Effects. Mdpi Ag  Applied Sciences  vol. 10, (3) 10.3390/app10030791

2019

Thalmann F, Wiggins G and Sandler M (2019). Representing Modifiable and Reusable Musical Content on the Web with Constrained Multi-Hierarchical Structures. Institute of Electrical and Electronics Engineers  Ieee Transactions On Multimedia  10.1109/TMM.2019.2961207
Moffat D and Sandler M (2019). Approaches in Intelligent Music Production. Mdpi Ag  Arts  vol. 8, (4) 10.3390/arts8040125
Mehrabi A, Dixon S and Sandler M (2019). Erratum: Vocal imitation of percussion sounds: On the perceptual similarity between imitations and imitated sounds (PLOS ONE (2019)14:8 (e0221722) DOI:10.1371/journal.pone.0219955). Public Library of Science (Plos)  Plos One  vol. 14, (8) 10.1371/journal.pone.0221722
Mehrabi A, Dixon S and Sandler M (2019). Vocal imitation of percussion sounds: On the perceptual similarity between imitations and imitated sounds. Plos One  vol. 14, (7) e0219955-e0219955. 10.1371/journal.pone.0219955

2018

Liang B, Fazekas G and Sandler M (2018). Measurement, recognition, and visualization of piano pedaling gestures and techniques. Aes: Journal of The Audio Engineering Society  vol. 66, (6) 448-456. 10.17743/jaes.2018.0035
Choi K, Fazekas G, Sandler M and Cho K (2018). The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging. Ieee  Ieee Transactions On Emerging Topics in Computational Intelligence  vol. 2, (2) 139-149. 10.1109/TETCI.2017.2771298
KUDUMAKIS P, Corral García J, Barbancho I, J. Tardón L and SANDLER M (2018). Enabling Interactive and Interoperable Semantic Music Applications. Springer Handbook of Systematic Musicology , Editors: Bader R. Springer, Berlin, Heidelberg  10.1007/978-3-662-55004-5_45

2017

MORO G, MCPHERSON A and SANDLER M (2017). Dynamic temporal behaviour of the keyboard action on the Hammond organ and its perceptual significance. Acoustical Society of America  Journal of The Acoustical Society of America  10.1121/1.5003796
McArthur A, Stewart R and Sandler M (2017). Sounds too true to be good: diegetic infidelity–the case for sound in virtual reality. Journal of Media Practice  vol. 18, (1) 26-40. 10.1080/14682753.2017.1305840
MEHRABI A, Dixon S and Sandler (2017). Vocal imitation of synthesised sounds varying in pitch, loudness and spectral centroid. Acoustical Society of America  Journal of The Acoustical Society of America  vol. 141, (2) 783-796. 10.1121/1.4974825

2016

TIAN M and Sandler MARKB (2016). Towards Music Structural Segmentation Across Genres: Features, Structural Hypotheses and Annotation Principles. Acm Transactions On Intelligent Systems and Technology  10.1145/2950066
Ewert S and Sandler M (2016). Piano transcription in the studio using an extensible alternating directions framework. Ieee/Acm Transactions On Audio Speech and Language Processing  vol. 24, (11) 1983-1997. 10.1109/TASLP.2016.2593801
Saari P, Fazekas G, Eerola T, Barthet M, Lartillot , O S and M (2016). Genre-Adaptive Semantic Computing and Audio-Based Modelling for Music Mood Annotation. Ieee Transactions On Affective Computing (Tac)  vol. 7, 122-135. 10.1109/TAFFC.2015.2462841
Barthet M, Fazekas G, Allik A, Thalmann F and Sandler M (2016). From interactive to adaptive mood-based music listening experiences in social or personal context. Journal of The Audio Engineering Society  vol. 64, 673-682. 10.17743/jaes.2016.0042

2015

QUINTON E, Harte C and Sandler M (2015). EXTRACTION OF METRICAL STRUCTURE FROM MUSIC RECORDINGS. International Conference On Digital Audio Effects 

2014

Fazekas G, BARTHET M and Sandler MB (2014). Novel Methods in Facilitating Audience and Performer Interaction Using the Mood Conductor Framework. Springer-Verlag  Lecture Notes in Computer Science  vol. 8905, (Sound, Music, and Mo) 122-147. 10.1007/978-3-319-12976-1_8
Terrell M, Simpson A and Sandler M (2014). The mathematics of mixing. Aes: Journal of The Audio Engineering Society  vol. 62, (1-2) 4-13. 10.17743/jaes.2014.0002
Hargreaves S, Wiggins G and Sandler M (2014). A Semantic Web approach to pattern discovery in data and music. Proceedings of The Aes International Conference  97-106.
Kudumakis P, Sandler M, Anadiotis ACG, Venieris IS, Difino A, Wang X, Tropea G, Grafl M, Rodríguez-Doncel V, Llorente S and Delgado J (2014). MPEG-M: A digital media ecosystem for interoperable applications. Signal Processing: Image Communication  vol. 29, (1) 150-166. 10.1016/j.image.2013.10.006
Fazekas G, Barthet M and Sandler M (2014). Novel Methods in Facilitating Audience and Performer Interaction using the Mood Conductor Framework., Editors: Aramaki M, Kronland-Martinet R and Ystad S. Springer-Verlag, Heidelberg, Germany.  10.1007/978-3-319-12976-1_8

2013

Kolozali S, Barthet M, Fazekas G and Sandler M (2013). Automatic Ontology Generation for Musical Instruments Based on Audio Analysis. Ieee Transactions On Audio Speech and Language Processing  vol. 21, (10) 1-14. 10.1109/TASL.2013.2263801
Wen X and Sandler M (2013). Fast Additive Sinusoidal Synthesis With a Subband Sinusoidal Method. Ieee Signal Processing Letters  vol. 20, (5) 467-470. 10.1109/LSP.2013.2250958
Song C, Simpson AJR, Harte CA, Pearce MT and Sandler MB (2013). Syncopation and the score. Plos One  vol. 8, (9) 10.1371/journal.pone.0074692
Tian M, Fazekas G, Black DAA and Sandler M (2013). Towards the Representation of Chinese Traditional Music: A State of the Art Review of Music Metadata Standards. Proc. of The Dcmi International Conference On Dublin Core and Metadata Applications (Dc-2013), 2-6, September, Lisbon, Portugal  71-81.
Barthet M, Fazekas G and Sandler M (2013). Music Emotion Recognition: From Content- to Context-Based Models. 10.1007/978-3-642-41248-6_13

2012

Stewart R and Sandler M (2012). Spatial Auditory Display. Journal of The Audio Engineering Society  vol. 60, (11) 936-946.
Rumsey F, Schulein B, Herre J, Kelly M, Ackerman D, Lacinak C, Martz S, Someya K, Zurek B, Kelloniemi A, Smith JM, Peltier C, Brixen EB, Hamasaki K, Kamekawa T, Mayo A, Stroud R, Nind T, Quackenbush S, Ajemian RG, Bachmann W, Schulein R, Santucci M, Voetmann J, Melchior V, Reiss J, Hlatky M and Martens W (2012). Technology Trends in Auto Engineering A report by the AES Technical Council. Journal of The Audio Engineering Society  vol. 60, (1-2) 90-107.
Sandler M, Hargreaves S and Klapuri A (2012). Structural Segmentation of Multitrack Audio. Ieee Transactions On Audio, Speech and Language Processing  vol. 20, (10) 2637-2647. 10.1109/TASL.2012.2209419
Terrell M and Sandler M (2012). An Offline, Automatic Mixing Method for Live Music, Incorporating Multiple Sources, Loudspeakers, and Room Effects. Computer Music Journal  vol. 36, (2) 37-54. 10.1162/COMJ_a_00118
Terrell M and Sandler M (2012). An offline, automatic mixing method for live music, incorporating multiple sources, loudspeakers, and room effects. Computer Music Journal  vol. 36, (2) 37-54. 10.1162/COMJ_a_00118

2011

Kudumakis P, Wang X, Matone S and Sandler M (2011). MPEG-M: Multimedia Service Platform Technologies. Ieee Signal Proc Mag  vol. 28, (6) 159-163. 10.1109/MSP.2011.942296
(2011). Analysis and Exploitation of Musician Social Networks for Recommendation and Discovery. Ieee Transactions On Multimedia  vol. 13, (4) 674-686. 10.1109/TMM.2011.2111365
Stewart R, Kudumakis P and Sandler M (2011). Interactive Music Applications and Standards. Lecture Notes in Computer Science  vol. 6684, 20-30. 10.1007/978-3-642-23126-1_2
Stewart R and Sandler M (2011). An Auditory Display in Playlist Generation [Mobile applications]. Ieee Signal Proc Mag  vol. 28, (4) 14-23. 10.1109/MSP.2011.940883
Yu D, Deng L, Jang I, Kudumakis P, Sandler M and Kang K (2011). Deep learning and its applications to signal and information processing. Ieee Signal Processing Magazine  vol. 28, (1) 10.1109/MSP.2010.939038
Jang I, Kudumakis P, Sandler M and Kang K (2011). The MPEG Interactive Music Application Format Standard. Ieee Signal Proc Mag  vol. 28, (1) 150-154. 10.1109/MSP.2010.939073

2010

Wen X and Sandler M (2010). Source-Filter Modeling in the Sinusoid Domain. J Audio Eng Soc  vol. 58, (10) 795-808.
(2010). Towards a Distributed Research Environment for Music Informatics and Computational Musicology. J New Music Res  vol. 39, (4) 291-294. 10.1080/09298215.2010.545241
Fazekas G, Raimond Y, Jacobson K and Sandler M (2010). An Overview of Semantic Web Activities in the OMRAS2 Project. J New Music Res  vol. 39, (4) 295-311. 10.1080/09298215.2010.536555
(2010). Linked Data and You: Bringing Music Research Software into the Semantic Web. J New Music Res  vol. 39, (4) 313-325. 10.1080/09298215.2010.522715
Sarti A, Zoelzer U, Serra X, Sandler M and Godsill S (2010). Digital Audio Effects. Eurasip J Adv Sig Pr  10.1155/2010/459654
Terrell M, Reiss JD and Sandler M (2010). Automatic Noise Gate Settings for Drum Recordings Containing Bleed from Secondary Sources. Eurasip J Adv Sig Pr  10.1155/2010/465417
Wen X and Sandler M (2010). On the Characterization of Slowly Varying Sinusoids. Eurasip J Audio Spee  10.1155/2010/941732

2009

Levy M and Sandler M (2009). Music Information Retrieval Using Social Tags and Audio. Ieee Transactions On Multimedia  vol. 11, (3) 383-395. 10.1109/TMM.2009.2012913
Raimond Y, Sutton C and Sandler M (2009). Interlinking Music-Related Data on the Web. Ieee Multimedia  vol. 16, (2) 52-63. 10.1109/MMUL.2009.29
Wen X and Sandler M (2009). Composite spectrogram using multiple Fourier transforms. Iet Signal Process  vol. 3, (1) 51-63. 10.1049/iet-spr:20070015
Noland K and Sandler M (2009). Influences of Signal Processing, Tone Profiles, and Chord Progressions on a Model for Estimating the Musical Key from Audio. Comput Music J  vol. 33, (1) 42-56. 10.1162/comj.2009.33.1.42

2008

Reiss JD and Sandler M (2008). Detection and Removal of Limit Cycles in Sigma Delta Modulators. Ieee T Circuits-I  vol. 55, (10) 3119-3130. 10.1109/TCSI.2008.925078
Levy M and Sandler M (2008). Structural segmentation of musical audio by constrained clustering. Ieee Transactions On Audio, Speech and Language Processing  vol. 16, (2) 318-326. 10.1109/TASL.2007.910781
Slaney M, Ellis DPW, Sandler M, Goto M and Goodwin MM (2008). Introduction to the special issue on music information retrieval. Ieee T Audio Speech  vol. 16, (2) 253-254. 10.1109/TASL.2007.915221
Levy M and Sandler M (2008). Learning Latent Semantic Models for Music from Social Tags. J New Music Res  vol. 37, (2) 137-150. 10.1080/09298210802479292

2007

Wen X and Sandler M (2007). Calculation of radix-2 discrete multiresolution Fourier transform. Signal Process  vol. 87, (10) 2455-2460. 10.1016/j.sigpro.2007.04.002
Sandler M (2007). Interacting with Digital Music. J New Music Res  vol. 36, (3) 227-239. 10.1080/09298210701859362
SANDLER MB, Bello JP and Ravelli E (2007). Automatic Rhythm Modification of Drum Loops. Ieee Signal Processing Letters  vol. 14 No 4, 228-231. 10.1109/LSP.2006.887783

2006

Abdallah S, Sandler M, Rhodes C and Casey M (2006). Using duration models to reduce fragmentation in audio segmentation. Mach Learn  vol. 65, (2-3) 485-515. 10.1007/s10994-006-0586-4
Bello JP, Daudet L and Sandler MB (2006). Automatic piano transcription using frequency and time-domain information. Ieee T Audio Speech  vol. 14, (6) 2242-2251. 10.1109/TASL.2006.872609
Sandler M (2006). Louis Blumberg - In memoriam. Samj S Afr Med J  vol. 96, (10) 1048-1048.
Sandler M and Black D (2006). Scalable audio coding for compression and loss resilient streaming. Iee P-Vis Image Sign  vol. 153, (3) 331-339. 10.1049/ip-vis:20050054

2005

Aucouturier JJ, Pachet F and Sandler M (2005). The way it sounds: Timbre models for analysis and retrieval of music signals. Ieee T Multimedia  vol. 7, (6) 1028-1035. 10.1109/TMM.2005.858380
Bello JP, Daudet L, Abdallah S, Duxbury C, Davies M and Sandler MB (2005). A tutorial on onset detection in music signals. Ieee T Speech Audi P  vol. 13, (5) 1035-1047. 10.1109/TSA.2005.851998
Reefman D, Reiss J, Janssen E and Sandler M (2005). Description of limit cycles in sigma-delta modulators. Ieee T Circuits-I  vol. 52, (6) 1211-1223. 10.1109/TCSI.2005.849134

2004

Bello JP, Duxbury C, Davies M and Sandler M (2004). On the use of phase and energy for musical onset detection in the complex domain. Ieee Signal Proc Let  vol. 11, (6) 553-556. 10.1109/LSP.2004.827951
Daudet L and Sandler M (2004). MDCT analysis of sinusoids: Exact results and applications to coding artifacts reduction. Ieee T Speech Audi P  vol. 12, (3) 302-312. 10.1109/TSA.2004.825669
SANDLER MB and Aucouturier JJ (2004). The way it sounds: Timbre Models for Analysis and Retrieval of Polyphomic Music Signals. Ieee Trans Multimedia  10.1109/TMM.2005.858380

2003

SANDLER MB, Monti G, Bello JP, Byrd D, Dovey M, Crawford T and Pickens J (2003). Polyphonic Score Retrieval using Polyphonic Audio Queries: A Harmonic Modelling Approach. Journal of New Music Research, 2003  vol. 2, 223-236.

2002

SANDLER MB, Bello JP, Monti G, Pickens J, Crawford T, Byrd D and Dovey M (2002). Polyphonic Score Retrieval Using Polyphonic Audio Queries: A Harmonic Modeling Approach. Journal of New Music Research  vol. 31, (1) 223-236. 10.1076/jnmr.32.2.223.16742
SANDLER MB and Zoelzer U (2002). Bitstream Signal Processing. Dafx: Digital Audi Effects Ed. U. Zoelzer  Wiley  10.1002/0470846046.ch13
SANDLER MB and Marvasti F (2002). Applications of Nonuniform Sampling to nonuniform Modulation. A/D and D/a Techniques in Nonuniform Sampling, Ed. F. Marvasti  Plenum Press 

2001

Sandler M (2001). Special issue: Musical applications of digital signal processing - Introduction. J New Music Res  vol. 30, (3) 201-202. 10.1076/jnmr.30.3.201.7473
Reiss JD and Sandler MB (2001). The benefits of multibit chaotic sigma delta modulation. Chaos  vol. 11, (2) 377-383. 10.1063/1.1371284
Marvasti F and Sandler M (2001). Applications of Nonuniform Sampling to Nonlinear Modulation, A/D and D/A Techniques. Nonuniform Sampling  10.1007/978-1-4615-1229-5_16

2000

Castellano G, Boyce J and Sandler M (2000). Regularized CDWT optical flow applied to moving-target detection in IR imagery. Machine Vision and Applications  vol. 11, (6) 277-288. 10.1007/s001380050112

1999

Nawrocki R, Goldberg JM and Sandler MB (1999). Information-theoretic constraints on noise shaping networks with minimum noise power gain. International Journal of Circuit Theory and Applications  vol. 27, (4) 437-441. 10.1002/(SICI)1097-007X(199907/08)27:4<437::AID-CTA60>3.0.CO;2-S
Palomar DP, Price M and Sandler M (1999). Re-optimization of LPC filters for multi-pulse coded excitation. Electronics Letters  vol. 35, (13) 1058-1059. 10.1049/el:19990681
Magrath AJ and Sandler MB (1999). Digital-domain dithering of sigma-delta modulators using bit flipping. Computer Standards & Interfaces  vol. 21, (2) 10.1016/s0920-5489(99)91929-3
Price M and Sandler M (1999). Investigation of a least squares method for high order filter synthesis. Proceedings - Ieee International Symposium On Circuits and Systems  vol. 3,
Leslie B and Sandler M (1999). Wavelet packet algorithm for 1-D data with no block end effects. Proceedings - Ieee International Symposium On Circuits and Systems  vol. 3,
Sandler MB, Magrath AJ and Kudumakis P (1999). 16 High Quality Audio Coding for Mobile Multimedia Communications. Insights Into Mobile Multimedia Communications  10.1016/b978-012140310-2/50018-6

1998

Leslie B and Sandler M (1998). Audio compression using wavelets. Iee Colloquium (Digest)  (470)
Landone C and Sandler MB (1998). Digital filtering for 3D binaural sound. Iee Colloquium (Digest)  (252) 10.1049/ic:19980292
Landone C and Sandler MB (1998). 3-D sound systems: A computationally efficient binaural processor. Iee Colloquium (Digest)  (470)
Price M, Waters M and Sandler M (1998). Synthesis and performance of a new class of implementation for high-order recursive digital filters. Iee Proceedings: Vision, Image and Signal Processing  vol. 145, (2) 73-81. 10.1049/ip-vis:19981827
Magrath AJ and Sandler MB (1998). Parametric encoding of line spectral pairs for wideband speech. Applied Signal Processing  vol. 5, (4) 255-269. 10.1007/s005290050026

1997

Magrath AJ and Sandler MB (1997). Digital power amplification using sigma-delta modulation and bit flipping. Aes: Journal of The Audio Engineering Society  vol. 45, (6) 476-487.
Magrath AJ and Sandler MB (1997). Digital-domain dithering of sigma-delta modulators using bit flipping. Aes: Journal of The Audio Engineering Society  vol. 45, (6) 467-475.
Dunn C and Sandler M (1997). Psychoacoustically optimal sigma-delta modulation. Aes: Journal of The Audio Engineering Society  vol. 45, (4) 212-223.
Magrath AJ and Sandler MB (1997). A use of sigma-delta modulation in power digital-to-analogue conversion. International Journal of Circuit Theory and Applications  vol. 25, (5) 439-455. 10.1002/(sici)1097-007x(199709/10)25:5<439::aid-cta983>3.0.co;2-x

1996

Kudumakis PE and Sandler MB (1996). On the compression obtainable with four-tap wavelets. Ieee Signal Processing Letters  vol. 3, (8) 231-233. 10.1109/97.511803
Sandler M and Zeheb E (1996). On using mathematica to implement the zero set technique. Iee Colloquium (Digest)  (78)
Sandler M and Zeheb E (1996). On using Mathematica to implement the zero set technique. Iee Colloquium (Digest)  (78)
Sandler MB, Kudumakis P and Magrath AJ (1996). Audio coding for mobile multimedia communications. Iee Colloquium (Digest)  (248) 10.1049/ic:19961335
Dunn C and Sandler M (1996). Fixed and adaptive sigma-delta modulators with multibit quantisers. Applied Signal Processing  vol. 3, (4) 212-222.
Price M, Holden S and Sandler M (1996). Accurate parallel form filter synthesis. Electronics Letters  vol. 32, (22) 2066-2067. 10.1049/el:19961374
Dunn C and Sandler M (1996). A comparison of dithered and chaotic sigma-delta modulators. Aes: Journal of The Audio Engineering Society  vol. 44, (4) 227-244.
Dunn C and Sandler M (1996). Adaptive sigma-delta modulation for use in DACs. Electronics Letters  vol. 32, (10) 867-868. 10.1049/el:19960612
Magrath AJ and Sandler MB (1996). Hybrid pulse width modulation/sigma-delta modulation power digital-to-analogue converter. Iee Proceedings: Circuits, Devices and Systems  vol. 143, (3) 149-156. 10.1049/ip-cds:19960348

1995

Waters M, Price M and Sandler MB (1995). Performance advantage of hybrid cascade/parallelhigh order recursive filters. Electronics Letters  vol. 31, (23) 1983-1985. 10.1049/el:19951382
Magrath AJ and Sandler MB (1995). Resolution enhancement and dither of sigma-delta modulator digital-to-analogue converters. Electronics Letters  vol. 31, (18) 1540-1542. 10.1049/el:19951063
Dunn C and Sandler M (1995). Efficient linearisation of sigma-delta modulators using single-bit dither. Electronics Letters  vol. 31, (12) 941-942. 10.1049/el:19950687
Magrath AJ and Sandler MB (1995). Efficient dithering of sigma-delta modulators withadaptive bitflipping. Electronics Letters  vol. 31, (11) 846-847. 10.1049/el:19950587
Magrath AJ and Sandler MB (1995). Power digital-to-analogue conversion using a sigma-delta modulator with controlled limit cycles. Electronics Letters  vol. 31, (4) 251-253. 10.1049/el:19950193

1994

Goldberg JM and Sandler MB (1994). New high accuracy pulse width modulation based digital-to-analogue convertor/power amplifier. Iee Proceedings: Circuits, Devices and Systems  vol. 141, (4) 315-316. 10.1049/ip-cds:19941102
Hanif T and Sandler M (1994). A counter-based Hough transform system. Microprocessors and Microsystems  vol. 18, (1) 19-26. 10.1016/0141-9331(94)90017-5

1993

Sandler MB (1993). Digital-to-analogue conversion using pulse width modulation. Electronics and Communication Engineering Journal  vol. 5, (6) 339-348. 10.1049/ecej:19930068
Costa LD and Sandler MB (1993). Effective Detection of Digital Bar Segments with Hough Transform. Cvgip: Graphical Models and Image Processing  vol. 55, (3) 180-191. 10.1006/cgip.1993.1013

1992

Hare AR and Sandler MB (1992). Improved-performance ‘randomised’ hough transform. Electronics Letters  vol. 28, (18) 1678-1680. 10.1049/el:19921067
Yu J, Sandler MB and Hawken RE (1992). Adaptive quantisation for one-bit sigma-delta modulation. Iee Proceedings, Part G: Circuits, Devices and Systems  vol. 139, (1) 39-44. 10.1049/ip-g-2.1992.0009
Sandler M (1992). New synthesis techniques for high order all-pole filters. Iee Proceedings, Part G: Circuits, Devices and Systems  vol. 139, (1) 9-16. 10.1049/ip-g-2.1992.0003
Hayat L, Naqvi A and Sandler M (1992). Comparative evaluation of fast thinning algorithms on a multiprocessor architecture. Image and Vision Computing  vol. 10, (4) 210-218. 10.1016/0262-8856(92)90052-5
da F. Costa L and Sandler MB (1992). Detecting Digital Straight Line Segments in O(N2). Visual Form  10.1007/978-1-4899-0715-8_17

1991

Da F. Costa L, Leng X, Sandler MB and Smart P (1991). Semiautomated analysis of clay samples. Review of Scientific Instruments  vol. 62, (9) 2163-2166. 10.1063/1.1142333
Goldberg JM and Sandler MB (1991). Noise shaping and pulse-width modulation for an all-digital audio power amplifier. Aes: Journal of The Audio Engineering Society  vol. 39, (6) 449-460.
Goldberg JM and Sandler MB (1991). Pseudo-Natural Pulse Width Modulation for High Accuracy Digital-to-Analogue Conversion. Electronics Letters  vol. 27, (16) 1491-1492. 10.1049/el:19910933
Ben-Tzvi D and Sandler M (1991). Analogue implementation of the Hough transform. Iee Proceedings, Part G: Circuits, Devices and Systems  vol. 138, (4) 457-462. 10.1049/ip-g-2.1991.0078
Hayat L, Nagvi A and Sandler MB (1991). Parallel implementation of a fast thinning algorithm using image compression. Iee Proceedings, Part I: Communications, Speech and Vision  vol. 138, (6) 615-620. 10.1049/ip-i-2.1991.0080
Zhou S, Sandler M and Bergman G (1991). A switched memory decoding system for a multiple processor system. Microprocessors and Microsystems  vol. 15, (9) 481-487. 10.1016/0141-9331(91)90004-Y
Sandler M (1991). Algorithm for high precision root finding from high order LPC models. Iee Proceedings, Part I: Communications, Speech and Vision  vol. 138, (6) 596-602. 10.1049/ip-i-2.1991.0077

1990

Ben-Tzvi D, Naqui A and Sandler M (1990). Efficient parallel implementation of the hough transform on a distributed memory system. Computer Vision Graphics and Image Processing  vol. 52, (2) 10.1016/0734-189x(90)90063-2
Hayat L and Sandler MB (1990). Image Compression Algorithm for Fast Parallel Thinning of Binary Images. Electronics Letters  vol. 26, (14) 1056-1058. 10.1049/el:19900684
Ben-Tzvi D and Sandler MB (1990). A combinatorial Hough transform. Pattern Recognition Letters  vol. 11, (3) 167-174. 10.1016/0167-8655(90)90002-J
Ben-Tzvi D, Naqvi A and Sandler M (1990). Synchronous multiprocessor implementation of the Hough transform. Computer Vision, Graphics and Image Processing  vol. 52, (3) 437-446. 10.1016/0734-189X(90)90086-B
Ben-Tzvi D and Sandler MB (1990). Counter-based hough transform. Electronics Letters  vol. 26, (11) 751-753. 10.1049/el:19900491
Sandler MB (1990). Analysis and synthesis of atonal percussion using high order linear predictive coding. Applied Acoustics  vol. 30, (2-3) 247-264. 10.1016/0003-682X(90)90046-W
Sandler M, Hayat L and Costa L (1990). Benchmarking processors for image processing. Microprocessors and Microsystems  vol. 14, (9) 583-588. 10.1016/0141-9331(90)90093-B

1989

Da Fontoura Costa L and Sandler MB (1989). Improving Parameter Space for Hough Transform. Electronics Letters  vol. 25, (2) 134-136. 10.1049/el:19890098
Ben-Tzvi D and Sandler M (1989). Analogue Implementation Of Hough Transform. Electronics Letters  vol. 25, (18) 1216-1217. 10.1049/el:19890815
Sandler M (1989). Implementation Strategy for High-Order Recursive Filters. Electronics Letters  vol. 25, (16) 1058-1060. 10.1049/el:19890707
Da Fontoura Costa L and Sandler MB (1989). A binary Hough transform and its efficient implementation in a systolic array architecture. Pattern Recognition Letters  vol. 10, (5) 329-334. 10.1016/0167-8655(89)90036-6
Eghtesadi S and Sandler M (1989). Implementation of the Hough transform for intermediate-level vision on a transputer network. Microprocessors and Microsystems  vol. 13, (3) 212-218. 10.1016/0141-9331(89)90128-2
Sandler M (1989). High complexity resonator structures for formant synthesis of musical instruments. Microprocessing and Microprogramming  vol. 27, (1-5) 557-562. 10.1016/0165-6074(89)90110-5
Ben-Tzvi D and Sandler M (1989). Efficient parallel implementation of the hough transform on a distributed memory system. Microprocessing and Microprogramming  vol. 27, (1-5) 147-152. 10.1016/0165-6074(89)90037-9
Ben-Tzvi D, Naqvi A and Sandler M (1989). Efficient parallel implementation of the Hough transform on a distributed memory system. Image and Vision Computing  vol. 7, (3) 167-172. 10.1016/0262-8856(89)90041-3

1988

Sandler MB and Eghtesadi S (1988). Transputer based implementations of the hough transform for computer vision. Microprocessing and Microprogramming  vol. 24, (1-5) 403-408. 10.1016/0165-6074(88)90086-5
Sandler M (1988). Interfacing the transputer to the TMS320 in an image processing environment. Microprocessors and Microsystems  vol. 12, (9) 490-496. 10.1016/0141-9331(88)90114-7

Grants

Grants of specific relevance to Applied Data Science
UKRI Centre for Doctoral Training in Artificial Intelligence and Music
Sandler MB, Dixon SE, Liu L, Banar B, Vahidi C, Manco I, Comunit¿ M, Sarmento PP, Sarkar S, Foster D, Shatri E, Marinelli L, Tang J, Hayes BJ, Ford CJ, Luo Y, Singh S, Mcpherson AP, Fazekas G, Benetos E, Bryan-Kinns NJ, Chew E and Barthet M
£6,240,207 Engineering and Physical Sciences Research Council (30-06-2019 - 31-12-2027)
Summary
Informed source separation for multi-mic production
Sandler M and Khera HS
Engineering and Physical Sciences Research Council (13-09-2020 - 29-09-2024)
Summary
JADE: Joint Academic Data science Endeavour - 2
Armour WG, Edirisinghe E, Nowotny T, Alexander P, Richmond P, Hogg D, Faisal A, Biggin P, Noy A, Bacardit J, Acreman DM, Walker JA, Gargett A, Giles M, Jewell CP, Modat M, Sandler M, Damen D, Montana G, Harris S, Hetherington JP, Khalid S, Timm DA, Fincham Haines TS, Plumbley M and Jenkins DJ
£5,539,933 Engineering and Physical Sciences Research Council (01-01-2020 - 31-12-2023)
Summary
Instrument-based Audio Source Separation for Performance Augmentation and Assisted Learning
Sandler M and Sarkar S
Engineering and Physical Sciences Research Council (22-09-2019 - 29-09-2023)
Summary
EPSRC and AHRC Centre for Doctoral Training in Media and Arts Technology
Harte CA, Sandler MB, Bryan-Kinns N, Chew E, Healey PG, Plumbley MD, Shoop KV and Mcpherson AP
£3,701,322 Engineering and Physical Sciences Research Council (30-04-2014 - 31-10-2022)
Summary
TBC
Sandler M and Miller J
Engineering and Physical Sciences Research Council (30-09-2018 - 29-09-2022)
Summary
New Frontiers in Music Information Processing
Brazier C, Sandler MB, Dixon SE, Benetos E, Vianna Lordelo CP, Delgado Luezas A, Schulze-Forster K, Cífka O, Carvalho LFVD, Agrawal R, Lordelo CPV, Ibrahim K, Yesiler F, Tovstogan P, Demirel E, Luezas AD, Subramanian V, Nistal J, Cantisani G and Ramires AFS
EUR3,926,676 European Commission (01-04-2018 - 31-03-2022)
Summary


Intelligent Tools for Drum Loop Library Searching
Sandler M and Bruford F
Engineering and Physical Sciences Research Council (30-09-2017 - 30-03-2021)
Summary
Fusing Semantic and Audio Technologies for Intelligent Music Production and Consumption
Kudumakis P, Barthet MHE, Bolfek-Radovani J, Benetos E, McPherson A, Sandler MB, Roure DCD, Reiss JD, Wiggins GA and Benford SD
£5,199,943 Engineering and Physical Sciences Research Council (15-06-2014 - 31-12-2019)
Summary
Computational Audio: the importance of sound in computational systems
Sandler M
£25,000 Royal Society (01-01-2015 - 01-12-2019)
Summary
JADE: Joint Academic Data science Endeavour
Giles M, Armour WG, McIntosh-Smith SN, Trefethen AE, Sandler M, Timm DA, Cox SJ, Richmond P, Bush IJ, Hetherington JP, Montana G and Gray A
£3,000,000 Engineering and Physical Sciences Research Council (30-09-2016 - 29-09-2019)
Summary
Musical Audio Repurposing using Source Separation
Plumbley M, Hummersone C, Kudumakis P, Bryan-Kinns NJ, Sandler M, Dewhirst MC, Dixon S, Coleman P, Reiss JD, Jackson PJ, Mason R, Ewert S and Cannam C
£856,793 Engineering and Physical Sciences Research Council (31-03-2015 - 31-10-2018)
Summary
Doctoral Training Centre in Digital Music and Media for the Creative Economy
Sandler M, Healey PG and Plumbley M
£5,971,210 Engineering and Physical Sciences Research Council (30-09-2009 - 30-03-2018)
Summary
Platform Grant: Digital Music
Plumbley MD, Sandler MB, Kudumakis P, Stockman T, Purver M, Chew E, Healey PG, Bryan-Kinns NJ, Dixon S, Pearce MT, Reiss JD and Wiggins GA
£1,161,334 Engineering and Physical Sciences Research Council (21-01-2013 - 20-01-2018)
Summary
Transforming Musicology
Crawford T, Wiggins GA, De Roure D, Müllensiefen D, Dreyfus L, Marsden AA, Sandler M, Rhodes C, Page K, Lewis RJ, Lewis DI and Fields BI
£1,612,594 Arts and Humanities Research Council (30-09-2013 - 31-12-2017)
Summary
Creativeworks London
£3,939,587 Arts and Humanities Research Council (31-05-2012 - 30-07-2016)
Summary
Digital Economy IT as a Utility Network+
Frey JG, Sandler M, Parr G, Surridge M and Mortier R
£1,480,939 Engineering and Physical Sciences Research Council (05-04-2012 - 29-06-2016)
Summary
Semantic Media: a new paradigm for navigable content for the 21st Century
Sandler M and Kudumakis P
£572,749 Engineering and Physical Sciences Research Council (15-04-2012 - 31-12-2015)
Summary
Musical Audio Repurposing using Source Separation
Plumbley M, Dixon S, Kudumakis P, Bryan-Kinns NJ, Reiss JD, Sandler M, Cannam C and Ewert S
£887,606 Engineering and Physical Sciences Research Council (01-11-2014 - 31-12-2014)
Summary
Sustainable Software for Digital Music and Audio Research
Plumbley M, Dixon S, Sandler M, Bryan-Kinns NJ, Reiss JD, Kudumakis P and Cannam C
£947,057 Engineering and Physical Sciences Research Council (31-03-2010 - 29-09-2014)
Summary
Information and neural dynamics in the perception of musical structure
Plumbley M, Sandler M and Abdallah S
£283,587 Engineering and Physical Sciences Research Council (01-02-2010 - 29-04-2013)
Summary
Platform Grant: Centre for Digital Music
Plumbley M, Sandler M, Healey PG, Bryan-Kinns NJ and Reiss JD
£1,054,460 Engineering and Physical Sciences Research Council (29-07-2007 - 28-07-2012)
Summary
Musicology for the Masses
Dixon S and Sandler M
£250,101 Engineering and Physical Sciences Research Council (12-09-2010 - 12-03-2012)
Summary
3D Audio Interface for Exploration of Audio Collections
Sandler M and Kudumakis P
£83,126 Engineering and Physical Sciences Research Council (01-02-2010 - 28-02-2011)
Summary
OMRAS2: A Distributed Research Environment for Music Informatics and Computational Musicology
Sandler M, Plumbley M, Abdallah S, Dixon S and Bello JP
£1,447,586 Engineering and Physical Sciences Research Council (01-02-2007 - 30-10-2010)
Summary