@book{quatieri2002dts, title={{Discrete-time speech signal processing}}, author={Quatieri, T.F.}, year={2002}, publisher={Prentice Hall Upper Saddle River, NJ} } @article{bentley1975bst, title={{Binary Search Trees Used for Associative Searching}}, author={Bentley, J.L.}, journal={Communications}, year={1975} } @book{moore2000ahu, title={{The Anchors Hierarchy: Using the Triangle Inequality to Survive High Dimensional Data}}, author={Moore, A.W.}, year={2000}, publisher={Carnegie Mellon University, the Robotics Institute} } @article{ravindran:inr, title={{Improving the Noise-Robustness of Mel-Frequency Cepstral Coefficients for Speech Processing}}, author={Ravindran, S. and Anderson, D.V. and Slaney, M.} } @article{jansen2006ifa, title={{Intrinsic Fourier Analysis on the Manifold of Speech Sounds}}, author={Jansen, A. and Niyogi, P.}, journal={Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on}, volume={1}, year={2006} } @article{scholkopf:nca, title={{Nonlinear Component Analysis as a Kernel Eigenvalue Problem}}, author={Scholkopf, B. and Smola, A. and Muller, K.R.}, journal={Neural Computation}, publisher={MIT Press} } @article{coifman2006dm, title={{Diffusion maps}}, author={Coifman, R.R. and Lafon, S.}, journal={Applied and Computational Harmonic Analysis}, year={2006} } @article{gray2000nbp, title={{N-Body’problems in statistical learning}}, author={Gray, A. and Moore, A.W.}, journal={NIPS}, volume={4}, pages={521--527}, year={2000} } @report{moore-tutorial, Howpublished = {Extract from PhD Thesis}, Year = {1991}, Booktitle = {University of Cambridge Computer Laboratory Technical Report No. 209}, Note = {Available from http://www.cs.cmu.edu/$sim$awm/papers.html}, Author = {Andrew Moore}, Title = {A tutorial on kd-trees} } @Article{ shamma_main, AUTHOR = {Kuansan Wang and Shihab Shamma}, YEAR = {1994}, TITLE = {Self-Normalization and Noise-Robustness in Early Auditory Representations}, JOURNAL = {IEEE Transactions on Speech and Audio Processing}, volume = {2}, number = {3}, pages = {421-435}, month = {July}, supersedes = {D-}, SEMNO = {D-}, PUF = {Artikel optaget i tidsskrift}, ID = {Art2} } @article{hastie1996dan, title={{Discriminant adaptive nearest neighbor classification}}, author={Hastie, T. and Tibshirani, R.}, journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, volume={18}, number={6}, pages={607--616}, year={1996} } @BOOK{Silverman, AUTHOR = "B.W. Silverman", TITLE = "Density Estimation for Statistics and Data Analysis", PUBLISHER = "CRC Publications", YEAR= { 1998 } } @INPROCEEDINGS{Lafon, AUTHOR = "Stephane S. Lafon", TITLE = "Diffusion Maps and Geometric Harmonics", BOOKTITLE = "PhD Thesis", ADDRESS = "Yale University", YEAR = {2004} } @INPROCEEDINGS{Belkin, AUTHOR = "Mikhail Belkin", TITLE = "Problems of learning on manifolds", BOOKTITLE = "PhD Thesis", ADDRESS = "University of Chicago", YEAR = {2003} } @BOOK{Cvetkovic, AUTHOR = "Cvetkovic Dragos", TITLE = "Spectra of graphs : theory and application ", PUBLISHER = "Academic Press", YEAR= { 1980 } } @article{gray2001nbp, title={{N-Body problems in statistical learning}}, author={Gray, A. and Moore, A.W.}, journal={Advances in Neural Information Processing Systems}, volume={13}, year={2001} } @article{jenssen17lpd, title={{The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space}}, author={Jenssen, R. and Erdogmus, D. and Principe, JC and Eltoft, T.}, journal={Advances in Neural Information Processing Systems}, volume={17}, pages={625--632} year={2004} } @article{girolami2002osd, title={{Orthogonal Series Density Estimation and the Kernel Eigenvalue Problem}}, author={Girolami, M. and Computation, N.}, journal={Neural Computation}, volume={14}, pages={669-688}, year={2002} } @article{zelnikmanor2004sts, title={{Self-tuning spectral clustering}}, author={Zelnik-Manor, L. and Perona, P.}, journal={Advances in Neural Information Processing Systems}, volume={17}, pages={1601--1608}, year={2004} } @article{gray2003rem, title={{Rapid evaluation of multiple density models}}, author={Gray, A. and Moore, A.}, journal={Artificial Intelligence and Statistics}, volume={2003}, year={2003} } @article{strain1991fgt, title={{The fast Gauss transform with variable scales}}, author={Strain, J.}, journal={SIAM J. Sci. Stat. Comput}, volume={12}, number={5}, pages={1131--1139}, year={1991} } @article{lee:dtf, title={{Dual-Tree Fast Gauss Transforms}}, author={Lee, D. and Gray, A. and Moore, A.} } @book{boyd2004co, title={{Convex Optimization}}, author={Boyd, S.P. and Vandenberghe, L.}, year={2004}, publisher={Cambridge University Press} } @article{vandenberghe1996sp, title={{Semidefinite Programming}}, author={Vandenberghe, L. and Boyd, S.}, journal={SIAM Review}, volume={38}, number={1}, pages={49--95}, year={1996}, publisher={JSTOR} } @book{nesterov1994ipp, title={{Interior-point polynomial algorithms in convex programming}}, author={Nesterov, Y. and Nemirovskij, A.}, year={1994}, publisher={SIAM} } @book{saad2003ims, title={{Iterative Methods for Sparse Linear Systems}}, author={Saad, Y.}, year={2003}, publisher={Society for Industrial and Applied Mathematics} } @article{gorrell2006gha, title={{Generalized Hebbian Algorithm for Incremental Singular Value Decomposition in Natural Language Processing}}, author={Gorrell, G.}, journal={Proceedings of the}, volume={11}, pages={97--104}, year={2006} } @article{stewart1990mpt, title={{Matrix perturbation theory}}, author={Stewart, G.W. and Sun, J.}, journal={Computer Science and Scientific Computing}, year={1990} } @article{tenenbaum2000ggf, title={{A Global Geometric Framework for Nonlinear Dimensionality Reduction}}, author={Tenenbaum, J.B. and de Silva, V. and Langford, J.C.}, journal={Ann. NY Acad. Sci}, volume={911}, pages={418}, year={2000} } @article{roweis1993ndr, title={{Nonlinear Dimensionality Reduction by Locally Linear Embedding}}, author={Roweis, S.T. and Saul, L.K.}, journal={Proc. Syst}, volume={5}, pages={50}, year={1993} } @article{scholkopf1998nca, title={{Nonlinear component analysis as a kernel eigenvalue problem}}, author={Sch{\"o}lkopf, B. and Smola, A. and M{\"u}ller, K.R.}, journal={Neural computation}, volume={10}, number={5}, pages={1299--1319}, year={1998}, publisher={MIT Press} } @article{belkin2001led, title={{Laplacian Eigenmaps for Dimensionality Reduction and Data Representation.}}, author={Belkin, M. and Niyogi, P. and Belkin, M. and Niyogi, P. and Vert, J.P. and Kanehisa, M. and Smola, A.J. and Kondor, R. and Lafferty, J. and Lebanon, G. and others}, journal={IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)}, volume={53}, pages={99--110}, year={2001}, publisher={American Mathematical Society$\}$} } @article{zhang2002pma, title={{Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment}}, author={Zhang, Z. and Zha, H.}, journal={Arxiv preprint cs.LG/0212008}, year={2002} } @article{lee2001ann, title={{Algorithms for non-negative matrix factorization}}, author={Lee, D.D. and Seung, H.S.}, journal={Advances in Neural Information Processing Systems}, volume={13}, pages={556--562}, year={2001} } @article{hoyer2004nnm, title={{Non-negative Matrix Factorization with Sparseness Constraints}}, author={Hoyer, P.O.}, journal={The Journal of Machine Learning Research}, volume={5}, pages={1457--1469}, year={2004}, publisher={MIT Press Cambridge, MA, USA} } @article{weinberger2004lkm, title={{Learning a kernel matrix for nonlinear dimensionality reduction}}, author={Weinberger, K.Q. and Sha, F. and Saul, L.K.}, journal={ACM International Conference Proceeding Series}, year={2004}, publisher={ACM Press New York, NY, USA} } @article{delathauwer2000msv, title={{A Multilinear Singular Value Decomposition}}, author={De Lathauwer, L. and De Moor, B. and Vandewalle, J.}, journal={SIAM Journal on Matrix Analysis and Applications}, volume={21}, pages={1253}, year={2000}, publisher={SIAM} } @article{donoho2000hdd, title={{High-dimensional data analysis: The curses and blessings of dimensionality}}, author={Donoho, D.L.}, journal={Manuscript}, year={2000} } @article{zhang:ddm, title={{A Domain Decomposition Method for Fast Manifold Learning}}, author={Zhang, Z. and Zha, H.}, journal={NIPS}, volume={18}, pages={1625--1632}, year={2005} } @article{bengio2004lel, title={{Learning eigenfunctions links spectral embedding and kernel PCA.}}, author={Bengio, Y. and Delalleau, O. and Le Roux, N. and Paiement, JF and Vincent, P. and Ouimet, M.}, journal={Neural Comput}, volume={16}, number={10}, pages={2197--219}, year={2004} } @article{vanvaerenbergh2006swk, title={{A sliding-window kernel RLS algorithm and its application to nonlinear channel identification}}, author={Van Vaerenbergh, S. and V{\i}a, J. and Santamar{\i}a, I.}, journal={Proc. of the 2006 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)} } @article{alder1991dss, title={{Dimension of the speech space}}, author={Alder, MD and Togneri, R. and Attikiouzel, Y.}, journal={Communications, Speech and Vision, IEE Proceedings I}, volume={138}, number={3}, pages={207--214}, year={1991} } @article{sciamarella1999tsc, title={{Topological Structure of Chaotic Flows from Human Speech Data}}, author={Sciamarella, D. and Mindlin, GB}, journal={Physical Review Letters}, volume={82}, number={7}, pages={1450--1453}, year={1999}, publisher={APS} } @article{kumar1990ade, title={{Attractor dimension, entropy and modelling of speech time series}}, author={Kumar, A. and Mullick, SK}, journal={Electronics Letters}, volume={26}, number={21}, pages={1790--1792}, year={1990} } @article{tishby1990dsa, title={{A dynamical systems approach to speech processing}}, author={Tishby, N.}, journal={Acoustics, Speech, and Signal Processing, 1990. ICASSP-90., 1990 International Conference on}, pages={365--368}, year={1990} } @article{jansen2006ifa, title={{Intrinsic Fourier Analysis on the Manifold of Speech Sounds}}, author={Jansen, A. and Niyogi, P.}, journal={Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on}, volume={1}, year={2006} } @book{wasserman2006ans, title={{All of Nonparametric Statistics (Springer Texts in Statistics)}}, author={Wasserman, L.}, year={2006}, publisher={Springer-Verlag New York, Inc. Secaucus, NJ, USA} } @book{bishop2006pra, title={{Pattern recognition and machine learning}}, author={Bishop, C.M.}, year={2006}, publisher={Springer} } @article{kegl2003ide, title={{Intrinsic dimension estimation using packing numbers}}, author={Kegl, B.}, journal={Advances in Neural Information Processing Systems}, volume={15}, pages={681--688}, year={2003} } @article{costa2003egm, title={{Entropic graphs for manifold learning}}, author={Costa, JA and Hero III, AO}, journal={Signals, Systems and Computers, 2003. Conference Record of the Thirty-Seventh Asilomar Conference on}, volume={1}, year={2003} } @book{jolliffe2002pca, title={{Principal Component Analysis}}, author={Jolliffe, I.T.}, year={2002}, publisher={Springer} } @book{scholkopf2002lks, title={{Learning with kernels: support vector machines, regularization, optimization, and beyond}}, author={Sch{\"o}lkopf, B. and Smola, A.J.}, year={2002}, publisher={MIT Press} } @book{hastie2001esl, title={{The Elements of Statistical Learning: Data Mining, Inference, and Prediction}}, author={Hastie, T. and Tibshirani, R. and Friedman, J.H. and others}, year={2001}, publisher={Springer} } @book{haykin1994nnc, title={{Neural Networks: A Comprehensive Foundation}}, author={Haykin, S.}, year={1994}, publisher={Prentice Hall PTR Upper Saddle River, NJ, USA} } @article{datar2004lsh, title={{Locality-sensitive hashing scheme based on p-stable distributions}}, author={Datar, M. and Immorlica, N. and Indyk, P. and Mirrokni, V.S.}, journal={Proceedings of the twentieth annual symposium on Computational geometry}, pages={253--262}, year={2004}, publisher={ACM Press New York, NY, USA} } @book{gyorfi2002dft, title={{A Distribution-Free Theory of Nonparametric Regression}}, author={Gy{\"o}rfi, L.}, year={2002}, publisher={Springer} } @book{shawetaylor2004kmp, title={{Kernel Methods for Pattern Analysis}}, author={Shawe-Taylor, J. and Cristianini, N.}, year={2004}, publisher={Cambridge University Press} } @article{raykar2005fcs, title={{Fast Computation of Sums of Gaussians in High Dimensions}}, author={Raykar, V.C. and Yang, C. and Duraiswami, R. and Gumerov, N.}, year={2005}, publisher={UM Computer Science Department} } @book{rabiner1978dps, title={{Digital processing of speech signals}}, author={Rabiner, L.R. and Schafer, R.W.}, year={1978}, publisher={Prentice-Hall Englewood Cliffs, NJ} } @book{samet2005fma, title={{Foundations of Multidimensional and Metric Data Structures (The Morgan Kaufmann Series in Computer Graphics and Geometric Modeling)}}, author={Samet, H.}, year={2005}, publisher={Morgan Kaufmann Publishers Inc. San Francisco, CA, USA} } @article{arge2003btt, title={{The Buffer Tree: A Technique for Designing Batched External Data Structures}}, author={Arge, L.}, journal={Algorithmica}, volume={37}, number={1}, pages={1--24}, year={2003}, publisher={Springer} } @article{winwood2002mps, title={{Multiple page size support in the linux kernel}}, author={Winwood, S. and Shuf, Y. and Franke, H.}, journal={Proceedings of the Ottawa Linux Symposium}, pages={573--593}, year={2002} } @book{scholkopf2002lks, title={{Learning with kernels: support vector machines, regularization, optimization, and beyond}}, author={Sch{\"o}lkopf, B. and Smola, A.J.}, year={2002}, publisher={MIT Press} } @book{garofolo1993tap, title={{TIMIT Acoustic-phonetic Continuous Speech Corpus.}}, author={Garofolo, J.S. and National Institute of Standards and Technology (US and Linguistic Data Consortium and Information Science and Technology Office and United States and Defense Advanced Research Projects Agency}, year={1993}, publisher={Linguistic Data Consortium} } @article{graff1997bns, title={{The 1996 Broadcast News Speech and Language-Model Corpus}}, author={Graff, D. and others}, journal={Proceedings of the DARPA Workshop on Spoken Language technology}, pages={11--14}, year={1997} } @book{spall2003iss, title={{Introduction to Stochastic Search and Optimization}}, author={Spall, J.C.}, year={2003}, publisher={John Wiley \& Sons, Inc. New York, NY, USA} } @article{karypis1995mug, title={{MeTis: Unstructured Graph Partitioning and Sparse Matrix Ordering System, Version 2.0}}, author={Karypis, G. and Kumar, V.}, journal={University of Minnesota, June}, year={1995} } @article{george1981csl, title={{Computer Solution of Large Sparse Positive Definite Systems.}}, author={George, A. and Liu, J.W.H.}, journal={Prentice-Hall, Inc., Englewood Cliffs, NJ 07632, 1981, 324}, year={1981} } @article{weinberger2005ndr, title={{Nonlinear dimensionality reduction by semidefinite programming and kernel matrix factorization}}, author={Weinberger, K.Q. and Packer, B.D. and Saul, L.K.}, journal={Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics (AISTAT 2005)}, year={2005} }