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blind source separation

62 papers

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Also known as

BASS BSS

Co-occurring keywords

independent component analysis (116) unsupervised learning (3255) source separation (132) non-negative matrix factorization (100) maximum likelihood (255) matrix decomposition (119) signal separation (13) feature extraction (1578) speech separation (166) speech enhancement (581)

Papers

A Contrast Function and Algorithm for Blind Separation of Audio Signals INTERSPEECH 2017
Nonlinear ICA of Temporally Dependent Stationary Sources AISTATS 2017
Time-Frequency Masking for Blind Source Separation with Preserved Spatial Cues INTERSPEECH 2017
Combined Multi-Channel NMF-Based Robust Beamforming for Noisy Speech Recognition INTERSPEECH 2017
Sifting Common Information from Many Variables IJCAI 2017
Real-Time Speech Enhancement with GCC-NMF INTERSPEECH 2017
Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings INTERSPEECH 2017
Joint Sound Source Separation and Speaker Recognition INTERSPEECH 2016
Predicting Binaural Speech Intelligibility from Signals Estimated by a Blind Source Separation Algorithm INTERSPEECH 2016
Multi-Talker Speech Recognition Based on Blind Source Separation with ad hoc Microphone Array Using Smartphones and Cloud Storage INTERSPEECH 2016
Blind Speech Separation with GCC-NMF INTERSPEECH 2016
Robust Heart Rate Measurement From Video Using Select Random Patches ICCV 2015
An Extension of Slow Feature Analysis for Nonlinear Blind Source Separation JMLR 2014
Signal Aggregate Constraints in Additive Factorial HMMs, with Application to Energy Disaggregation NIPS 2014
The CAM Software for Nonnegative Blind Source Separation in R-Java JMLR 2013
Blind Signal Separation in the Presence of Gaussian Noise COLT 2013
Fast Algorithms for Gaussian Noise Invariant Independent Component Analysis NIPS 2013
Anechoic Blind Source Separation Using Wigner Marginals JMLR 2011
Linearly constrained Bayesian matrix factorization for blind source separation NIPS 2009
The Infinite Factorial Hidden Markov Model NIPS 2008
Undercomplete Blind Subspace Deconvolution JMLR 2007
Information Bottleneck Optimization and Independent Component Extraction with Spiking Neurons NIPS 2006
Recursive ICA NIPS 2006
Linear State-Space Models for Blind Source Separation JMLR 2006
Towards a general independent subspace analysis NIPS 2006