参考文献/References:
[1] Sunnydayal V,Kumar T K.Speech enhancement using posterior regularized NMF with bases update[J].Computers and Electrical Engineering,2017,62:663-675.
[2] Gunawan T S,Khalifa O O,Shafie A A,et al.Speech compression using compressive sensing on a multicore system[EB/OL].[2019-02-05].http://ieeexpolre.ieee.org/document/5937130#.
[3] Al-Azawi M K M,Gaze A M.Combined speech compression and encryption using chaotic compressive sensing with large key size[J].IET Signal Processing,2018,12(2):214-218.
[4] Grosse R,Raina R,Kwong H,et al.Shift-invariant sparse coding for audio classification[EB/OL].[2019-01-13].https://arxiv.org/abs/1206.5241.
[5] Févotte C,Bertin N,Durrieu J L.Nonnegative matrix factorization with the itakurasaito divergence:with application to music analysis[J].Neural Computation,2009,21(3):793-830.
[6] Zibulevsky M,Pearlmutter B A.Blind source separation by sparse decomposition in a signal dictionary[J].Neural Computation,2001,13(4):863-882.
[7] Elad M,Aharon M.Image denoising via sparse and redundant representations over learned dictionaries[J].IEEE Transactions on Image Processing,2006,15(12):3736-3745.
[8] Mairal J,Elad M,Sapiro G.Sparse representation for color image restoration[J].IEEE Transactions on Image Processing,2008,17(1):53-69.
[9] Mairal J,Bach F,Ponce J,et al.Supervised dictionary learning[J].Advances in Neural Information Processing Systems,2009,21:1033-1040.
[10] Bradley D M,Bagnell J A.Differentiable sparse coding[J].Advances in Neural Information Processing Systems,2009,21:113-120.
[11] Yang Jianchao,Yu Kai,Gong Yihong,et al.Linear spatial pyramid matching using sparse coding for image classification[C].2009 IEEE Conference on Computer Vision and Pattern Recognition,2009:1794-1801.
[12] Lu Xuan,Wang Dingwen,Shi Wenxuan,et al.Group-based single image super-resolution with online dictionary learning[J].Geomatics and Information Science of Wuhan University,2016,2016(1):84.
[13] Peyré G.Sparse modeling of textures[J].Journal of Mathematical Imaging and Vision,2009,34(1):17-31.
[14] Warmuth M K,Kuzmin D.Randomized online PCA algorithms with regret bounds that are logarithmic in the dimension[J].Journal of Machine Learning Research,2008,9:2287-2320.
[15] Mairal J,Bach F,Ponce J,et al.Online dictionary learning for sparse coding[C].Proceedings of the 26th Annual International Conference on Machine Learning,2009:689-696.
[16] Mensch A,Mairal J,Thirion B,et al.Stochastic subsampling for factorizing huge matrices[J].IEEE Transactions on Signal Processing,2017,66(1):113-128.
[17] Liu Jialin,Garcia-Cardona C,Wohlberg B,et al.Online convolutional dictionary learning[C].2017 IEEE International Conference on Image Processing(ICIP),2017:1707-1711.
[18] Jolliffe I T.Principal component analysis[M].New York:Springer-Verlag,2005.
[19] Hinton G E,Salakhutdinov R R.Reducing the dimensionality of data with neural networks[J].Science,2006,313(5786):504-507.
[20] Schölkopf B,Smola A,Müller K-R.Kernel principal component analysis[C].Artificial Neural Networks-ICANN,1997,1997:583-588.
[21] Schmitz M A,Heitz M,Bonneel N,et al.Wasserstein dictionary learning:optimal transport-based unsupervised nonlinear dictionary learning[J].SIAM Journal on Imaging Sciences,2018,11(1):643-678.
[22] Aharon M,Elad M,Bruckstein A.K-SVD:an algorithm for designing of overcomplete dictionaries for sparse representations[J].IEEE Transactions on Signal Processing,2006,54(11):4311-4322.
[23] Pirker G,Wohlmayr M,Petrik S,et al.A pitch tracking corpus with evaluation on multipitch tracking scenario[C].INTERSPEECH 2011,12th Annual Conference of the International Speech Communication Association,2011:1509-1512.