Independent Component Analysis, 2001. ,
Blind separation and filtering using state space models, ISCAS'99. Proceedings of the 1999 IEEE International Symposium on Circuits and Systems VLSI (Cat. No.99CH36349), pp.78-81, 1999. ,
DOI : 10.1109/ISCAS.1999.777515
Kalman filter and statespace approach to blind deconvolution, Proc. IEEE Signal Processing Society Workshop Neural Networks for Signal Processing X, pp.425-434, 2000. ,
An ensemble learning approach to nonlinear dynamic blind source separation using statespace models, Proc. Int. Joint Conf. Neural Networks IJCNN '02, pp.460-465, 2002. ,
Modeling Music as a Dynamic Texture, IEEE Transactions on Audio, Speech, and Language Processing, vol.18, issue.3, pp.602-612, 2010. ,
DOI : 10.1109/TASL.2009.2036306
Gaussian modeling of mixtures of non-stationary signals in the Time-Frequency domain (HR-NMF), 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), pp.253-256, 2011. ,
DOI : 10.1109/ASPAA.2011.6082264
URL : https://hal.archives-ouvertes.fr/hal-00945270
Modeling musical instrument tones as dynamic textures, 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), pp.253-256, 2011. ,
DOI : 10.1109/ASPAA.2011.6082326
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.658.1414
Non-negative dynamical system with application to speech and audio, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, 2013. ,
DOI : 10.1109/ICASSP.2013.6638240
Audio source separation with a single sensor, IEEE Transactions on Audio, Speech and Language Processing, vol.14, issue.1, pp.191-199, 2006. ,
DOI : 10.1109/TSA.2005.854110
URL : https://hal.archives-ouvertes.fr/inria-00544949
Prior Structures for Time-Frequency Energy Distributions, 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, pp.151-154, 2007. ,
DOI : 10.1109/ASPAA.2007.4393007
Under-Determined Reverberant Audio Source Separation Using a Full-Rank Spatial Covariance Model, IEEE Transactions on Audio, Speech, and Language Processing, vol.18, issue.7, pp.1830-1840, 2010. ,
DOI : 10.1109/TASL.2010.2050716
URL : https://hal.archives-ouvertes.fr/inria-00435807
Gaussian Processes for Underdetermined Source Separation, IEEE Transactions on Signal Processing, vol.59, issue.7, pp.3155-3167, 2011. ,
DOI : 10.1109/TSP.2011.2119315
URL : https://hal.archives-ouvertes.fr/hal-00643951
Algorithms for Nonnegative Matrix Factorization with the ??-Divergence, Neural Computation, vol.11, issue.9, pp.2421-2456, 2011. ,
DOI : 10.1109/TASL.2009.2034186
Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multiway Data Analysis and Blind Source Separation, 2009. ,
DOI : 10.1002/9780470747278
Unsupervised single-channel source separation using bayesian NMF, 2009 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, pp.93-96, 2009. ,
DOI : 10.1109/ASPAA.2009.5346508
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.401.3448
Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation, IEEE Transactions on Audio, Speech, and Language Processing, vol.18, issue.3, pp.550-563, 2010. ,
DOI : 10.1109/TASL.2009.2031510
A General Flexible Framework for the Handling of Prior Information in Audio Source Separation, Audio, Speech, and Language Processing, p.1, 2011. ,
DOI : 10.1109/TASL.2011.2172425
URL : https://hal.archives-ouvertes.fr/inria-00536917
A musically motivated midlevel representation for pitch estimation and musical audio source separation, Selected Topics in Signal Processing, pp.1180-1191, 2011. ,
Musical Audio Source Separation Based on User-Selected F0 Track, Proc. of International Conference on Latent Variable Analysis and Signal Separation, 2012. ,
DOI : 10.1109/TSA.2005.860342
Adaptive Harmonic Spectral Decomposition for Multiple Pitch Estimation, Speech and Language Proc. (TASLP), pp.528-537, 2010. ,
DOI : 10.1109/TASL.2009.2034186
URL : https://hal.archives-ouvertes.fr/inria-00544094
Non-negative matrix factorization with Gaussian process priors, Computational Intelligence and Neuroscience, vol.2008, 361705. ,
DOI : 10.1155/2008/361705
URL : http://doi.org/10.1155/2008/361705
Gamma Markov Random fields for audio source modelling, 2009 IEEE 17th Signal Processing and Communications Applications Conference, pp.589-601, 2010. ,
DOI : 10.1109/SIU.2009.5136409
Smooth regression analysis Robust locally weighted regression and smoothing scatterplots, Sankhya Ser. Journal of the American Statistical Association, vol.26, issue.74, pp.359-372, 1964. ,
Consistent Nonparametric Regression, The Annals of Statistics, vol.5, issue.4, pp.595-620, 1977. ,
DOI : 10.1214/aos/1176343886
URL : http://projecteuclid.org/download/pdf_1/euclid.aos/1176343886
Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting, Journal of the American Statistical Association, vol.41, issue.810345, pp.596-610, 1988. ,
DOI : 10.1080/01621459.1988.10478639
Generalized Additive Models, Statistical Science, vol.1, issue.3, pp.297-310, 1986. ,
DOI : 10.1214/ss/1177013604
Harmonic/percussive separation using median filtering, Proc. of the 13th Int. Conference on Digital Audio Effects (DAFx-10), 2010. ,
A simple music/voice separation method based on the extraction of the repeating musical structure, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.221-224, 2011. ,
DOI : 10.1109/ICASSP.2011.5946380
Adaptive filtering for music/voice separation exploiting the repeating musical structure, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.53-56, 2012. ,
DOI : 10.1109/ICASSP.2012.6287815
URL : https://hal.archives-ouvertes.fr/hal-00945300
REpeating Pattern Extraction Technique (REPET): A Simple Method for Music/Voice Separation, IEEE Transactions on Audio, Speech, and Language Processing, vol.21, issue.1, pp.71-82, 2013. ,
DOI : 10.1109/TASL.2012.2213249
Music/voice separation using the similarity matrix, FEUP Edições, pp.583-588, 2012. ,
Multivariate Locally Weighted Least Squares Regression, The Annals of Statistics, vol.22, issue.3, pp.1346-1370, 1994. ,
DOI : 10.1214/aos/1176325632
On Estimating Regression, Theory of Probability & Its Applications, vol.9, issue.1, pp.141-142, 1964. ,
DOI : 10.1137/1109020
Multivariate bandwidth selection for local linear regression, Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol.61, issue.4, pp.793-815, 1999. ,
DOI : 10.1111/1467-9868.00203
Edge-preserving image denoising and estimation of discontinuous surfaces, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.28, issue.7, pp.1075-1087, 2006. ,
DOI : 10.1109/TPAMI.2006.140
Kernel Regression for Image Processing and Reconstruction, IEEE Transactions on Image Processing, vol.16, issue.2, pp.349-366, 2007. ,
DOI : 10.1109/TIP.2006.888330
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.77.423
A Non-Local Algorithm for Image Denoising, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), pp.60-65, 2005. ,
DOI : 10.1109/CVPR.2005.38
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond, 2001. ,
A unifying view of sparse approximate Gaussian process regression, The Journal of Machine Learning Research, vol.6, pp.1939-1959, 2005. ,
On the use of the beta divergence for musical source separation, IET Irish Signals and Systems Conference (ISSC 2009), 2008. ,
DOI : 10.1049/cp.2009.1711
On the use of masking filters in sound source separation, Proc. of 15th International Conference on Digital Audio Effects, p.2012 ,
Generalized additive models, 1990. ,
Projection Pursuit Regression, Journal of the American Statistical Association, vol.4, issue.376, pp.817-823, 1981. ,
DOI : 10.1080/01621459.1981.10477729
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.382.4593
Maximum likelihood from incomplete data via the EM algorithm, Journal of the Royal Statistical Society, vol.39, pp.1-38, 1977. ,
Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis, Neural Computation, vol.14, issue.3, pp.793-830, 2009. ,
DOI : 10.1016/j.sigpro.2007.01.024
Probabilistic latent variable models as non-negative factorizations, Computational Intelligence and Neuroscience special issue on Advances in Non-negative Matrix and Tensor Factorization, pp.12-20, 2008. ,
DOI : 10.1155/2008/947438
URL : http://doi.org/10.1155/2008/947438
Non-negative Matrix Factor Deconvolution; Extraction of Multiple Sound Sources from Monophonic Inputs, ICA '04: Proc. of the 8th Int. Conf. on Independent Component Analysis and Signal Separation, 2004. ,
DOI : 10.1007/978-3-540-30110-3_63
Denoising source separation, Journal of Machine Learning Research, vol.6, issue.3, 2005. ,
Nonlinear signal processing: a statistical approach, 2005. ,
DOI : 10.1002/0471691852
Vocal Separation using Nearest Neighbours and Median Filtering, IET Irish Signals and Systems Conference (ISSC 2012), 2012. ,
DOI : 10.1049/ic.2012.0225
STL: A Seasonal-Trend Decomposition Procedure Based on Loess, Journal of Official Statistics, vol.6, issue.1, pp.3-73, 1990. ,
Singing-voice separation from monaural recordings using robust principal component analysis, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012. ,
DOI : 10.1109/ICASSP.2012.6287816
Performance measurement in blind audio source separation, IEEE Transactions on Audio, Speech and Language Processing, vol.14, issue.4, pp.1462-1469, 2006. ,
DOI : 10.1109/TSA.2005.858005
URL : https://hal.archives-ouvertes.fr/inria-00544230
Oracle estimators for the benchmarking of source separation algorithms, Signal Processing, vol.87, issue.8, pp.1933-1950, 2007. ,
DOI : 10.1016/j.sigpro.2007.01.016
URL : https://hal.archives-ouvertes.fr/inria-00545156
Eng.) is a senior Researcher in the NIMBUS Centre at Cork Institute of Technology. He was a Stokes Lecturer in Sound Source Separation algorithms at the ,