Samer Abdallah

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Mark D. PlumbleyCentre for Vision, Speech and Signal Processing (CVSSP), University of SurreyVerified email at surrey.ac.uk
Mark SandlerQueen Mary University of LondonVerified email at qmul.ac.uk
mike daviesProfessor of Signal and Image Processing, University of EdinburghVerified email at ed.ac.uk
Yves RaimondNetflix Inc.Verified email at netflix.com
Juan P BelloProfessor of Music Technology, Computer Science & Engineering, NYUVerified email at nyu.edu
Emmanuel VincentSenior Research Scientist, InriaVerified email at inria.fr
Nicolas GoldAssociate Professor in Computer Science, University College LondonVerified email at ucl.ac.uk
Laurent DaudetProfessor of physics, Paris Cité University / Co-CEO at LightOnVerified email at espci.fr
Michael A. CaseyProfessor, Dartmouth College (USA)Verified email at dartmouth.edu
Emmanouil BenetosQueen Mary University of London / The Alan Turing InstituteVerified email at qmul.ac.uk
Christopher HarteMelodient LimitedVerified email at melodient.com
Emilia GómezJoint Research Centre, European Commission and Music Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Frédérick GiassonStructured Dynamics LLC.Verified email at fgiasson.com
Daniel WolffUtopia MusicVerified email at city.ac.uk
Kat AgresNational University of SingaporeVerified email at nus.edu.sg
Marcus PearceQueen Mary University of LondonVerified email at qmul.ac.uk
Jason DykesCity University of LondonVerified email at city.ac.uk
Steven HargreavesPostdoctoral Research Fellow, Computational Biology, UCL Cancer InstituteVerified email at illumina.com
Alexander KachkaevPhD in GIS, City University LondonVerified email at city.ac.uk
Shotaro AkahoAISTVerified email at aist.go.jp

Samer Abdallah

Jukedeck Limited

Verified email at jukedeck.com

Machine learning Music Information theory


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A tutorial on onset detection in music signals JP Bello, L Daudet, S Abdallah, C Duxbury, M Davies, MB Sandler IEEE Transactions on speech and audio processing 13 (5), 1035-1047, 2005	1221	2005
The Music Ontology. Y Raimond, SA Abdallah, MB Sandler, F Giasson ISMIR, 417-422, 2007	507	2007
Symbolic Representation of Musical Chords: A Proposed Syntax for Text Annotations. C Harte, MB Sandler, SA Abdallah, E Gómez ISMIR 5, 66-71, 2005	271	2005
Polyphonic music transcription by non-negative sparse coding of power spectra SA Abdallah, MD Plumbley Proc. 5th Int. Conf. Music Inf. Retrieval (ISMIR’04), Barcelona, Spain, 2004	215	2004
Polyphonic music transcription by non-negative sparse coding of power spectra SA Abdallah, MD Plumbley Proc. ISMIR, 318-325, 2004	215	2004
Polyphonic music transcription by non-negative sparse coding of power spectra SA Abdallah, MD Plumbley 5th International Conference on Music Information Retrieval, 318-325, 0	215*
The event ontology Y Raimond, S Abdallah Technical report, 2007. http://motools. sourceforge. net/event, 2007	187	2007
Automatic music transcription and audio source separation MD Plumbley, SA Abdallah, JP Bello, ME Davies, G Monti, MB Sandler Cybernetics &Systems 33 (6), 603-627, 2002	155	2002
Information dynamics: patterns of expectation and surprise in the perception of music S Abdallah, M Plumbley Connection Science 21 (2-3), 89-117, 2009	131	2009
Unsupervised analysis of polyphonic music by sparse coding SA Abdallah, MD Plumbley Neural Networks, IEEE Transactions on 17 (1), 179-196, 2006	125	2006
Probabilistic modeling paradigms for audio source separation E Vincent, MG Jafari, SA Abdallah, MD Plumbley, ME Davies Machine Audition: Principles, Algorithms and Systems, 162-185, 2010	96	2010
Theory and evaluation of a Bayesian music structure extractor S Abdallah, K Noland, M Sandler, MA Casey, C Rhodes	88	2005
Sparse representations of polyphonic music MD Plumbley, SA Abdallah, T Blumensath, ME Davies Signal Processing 86 (3), 417-431, 2006	80	2006
If the independent components of natural images are edges, what are the independent components of natural sounds SA Abdallah, MD Plumbley Proceedings of International Conference on Independent Component Analysis …, 2001	78	2001
The timeline ontology Y Raimond, SA Abdallah OWL-DL ontology, 2006	62	2006
Towards music perception by redundancy reduction and unsupervised learning in probabilistic models SA Abdallah	62	2002
Information‐Theoretic Properties of Auditory Sequences Dynamically Influence Expectation and Memory K Agres, S Abdallah, M Pearce Cognitive Science, 2017	57	2017
Probability as metadata: event detection in music using ICA as a conditional density model SA Abdallah, MD Plumbley Proc. 4th Int. Symp. Independent Component Analysis and Signal Separation …, 2003	46	2003
A method of analysing audio, music or video data M Sandler, Y Raimond, S Abdallah, QMW College EP Patent 1,894,126, 2008	45	2008
Using duration models to reduce fragmentation in audio segmentation S Abdallah, M Sandler, C Rhodes, M Casey Machine Learning 65 (2-3), 485-515, 2006	45	2006

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