Samer A. Abdallah

According to our database, Samer A. Abdallah authored at least 25 papers between 2002 and 2017.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2017

The Digital Music Lab: A Big Data Infrastructure for Digital Musicology.

Samer A. Abdallah, Emmanouil Benetos, Nicolas Gold, Steven Hargreaves, Tillman Weyde, Daniel Wolff

ACM Journal on Computing and Cultural Heritage, 2017

2016

Digital music lab: A framework for analysing big music data.

Samer A. Abdallah, Emmanouil Benetos, Nicolas E. Gold, Steven Hargreaves, Tillman Weyde, Daniel Wolff

Proceedings of the 24th European Signal Processing Conference, 2016

Analysing Symbolic Music with Probabilistic Grammars.

Samer A. Abdallah, Nicolas E. Gold, Alan Marsden

Proceedings of the Computational Music Analysis, 2016

2014

Big Data for Musicology.

Tillman Weyde, Stephen Cottrell, Jason Dykes, Emmanouil Benetos, Daniel Wolff, Dan Tidhar, Alexander Kachkaev, Mark D. Plumbley, Simon Dixon, Mathieu Barthet, Nicolas Gold, Samer A. Abdallah, Aquiles Alancar-Brayner, Mahendra Mahey, Adam Tovell

Proceedings of the 1st International Workshop on Digital Libraries for Musicology, 2014

Comparing models of symbolic music using probabilistic grammars and probabilistic programming.

Samer A. Abdallah, Nicolas E. Gold

Proceedings of the Music Technology meets Philosophy, 2014

2013

Predictive Information in Gaussian Processes with Application to Music Analysis.

Samer A. Abdallah, Mark D. Plumbley

Proceedings of the Geometric Science of Information - First International Conference, 2013

2012

Cognitive music modelling: An information dynamics approach.

Samer A. Abdallah, Henrik Ekeus, Peter Foster, Andrew Robertson, Mark D. Plumbley

Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

The Melody Triangle: Exploring Pattern and Predictability in Music.

Henrik Ekeus, Samer A. Abdallah, Mark D. Plumbley, Peter W. McOwan

Proceedings of the Musical Metacreation, 2012

2010

A measure of statistical complexity based on predictive information

Samer A. Abdallah, Mark D. Plumbley

CoRR, 2010

2008

An adaptive stereo basis method for convolutive blind audio source separation.

Maria G. Jafari, Emmanuel Vincent, Samer A. Abdallah, Mark D. Plumbley, Mike E. Davies

Neurocomputing, 2008

Real Time Gesture Learning and Recognition: Towards Automatic Categorization.

Jean-Baptiste Thiebaut, Samer A. Abdallah, Andrew Robertson, Nick Bryan-Kinns, Mark D. Plumbley

Proceedings of the 8th International Conference on New Interfaces for Musical Expression, 2008

2007

The Music Ontology.

Yves Raimond, Samer A. Abdallah, Mark B. Sandler, Frederick Giasson

Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Flag Manifolds for Subspace ICA Problems.

Yasunori Nishimori, Shotaro Akaho, Samer A. Abdallah, Mark D. Plumbley

Proceedings of the IEEE International Conference on Acoustics, 2007

Blind Source Separation using Space-Time Independent Component Analysis.

Mike E. Davies, Maria G. Jafari, Samer A. Abdallah, Emmanuel Vincent, Mark D. Plumbley

Proceedings of the Blind Speech Separation, 2007

2006

Unsupervised analysis of polyphonic music by sparse coding.

Samer A. Abdallah, Mark D. Plumbley

IEEE Trans. Neural Networks, 2006

Sparse representations of polyphonic music.

Mark D. Plumbley, Samer A. Abdallah, Thomas Blumensath, Michael E. Davies

Signal Process., 2006

Using duration models to reduce fragmentation in audio segmentation.

Samer A. Abdallah, Mark B. Sandler, Christophe Rhodes, Michael A. Casey

Mach. Learn., 2006

A Scalable Framework for Multimedia Knowledge Management.

Yves Raimond, Samer A. Abdallah, Mark B. Sandler, Mounia Lalmas

Proceedings of the Semantic Multimedia, 2006

A Markov-Chain Monte-Carlo Approach to Musical Audio Segmentation.

Christophe Rhodes, Michael A. Casey, Samer A. Abdallah, Mark B. Sandler

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Sparse Coding for Convolutive Blind Audio Source Separation.

Maria G. Jafari, Samer A. Abdallah, Mark D. Plumbley, Mike E. Davies

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

2005

A Tutorial on Onset Detection in Music Signals.

Juan Pablo Bello, Laurent Daudet, Samer A. Abdallah, Chris Duxbury, Mike E. Davies, Mark B. Sandler

IEEE Trans. Speech Audio Process., 2005

Symbolic Representation of Musical Chords: A Proposed Syntax for Text Annotations.

Christopher Harte, Mark B. Sandler, Samer A. Abdallah, Emilia Gómez

Proceedings of the ISMIR 2005, 2005

Theory and Evaluation of a Bayesian Music Structure Extractor.

Samer A. Abdallah, Katy C. Noland, Mark B. Sandler, Michael A. Casey, Christophe Rhodes

Proceedings of the ISMIR 2005, 2005

2004

Application of Geometric Dependency Analysis to the Separation of Convolved Mixtures.

Samer A. Abdallah, Mark D. Plumbley

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2002

Automatic Music Transcription and Audio Source Separation.

Mark D. Plumbley, Samer A. Abdallah, Juan Pablo Bello, Mike E. Davies, Giuliano Monti, Mark B. Sandler

Cybern. Syst., 2002