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Papers
Provable Alternating Gradient Descent for Non-negative Matrix Factorization with Strong Correlations
ICML 2017
Real-Time Speech Enhancement with GCC-NMF
Interspeech 2017
Real-Time Speech Enhancement with GCC-NMF: Demonstration on the Raspberry Pi and NVIDIA Jetson
Interspeech 2017
Sparse Approximate Conic Hulls
NeurIPS 2017
Speech Enhancement Using Non-Negative Spectrogram Models with Mel-Generalized Cepstral Regularization
Interspeech 2017
Symmetric Non-negative Latent Factor Models for Undirected Large Networks
IJCAI 2017
Adaptive Group Sparsity for Non-Negative Matrix Factorization with Application to Unsupervised Source Separation
Interspeech 2016
A DNN-HMM Approach to Non-Negative Matrix Factorization Based Speech Enhancement
Interspeech 2016
Automatic Glottal Inverse Filtering with Non-Negative Matrix Factorization
Interspeech 2016
Blind Speech Separation with GCC-NMF
Interspeech 2016
Convex Hull Convolutive Non-Negative Matrix Factorization for Uncovering Temporal Patterns in Multivariate Time-Series Data
Interspeech 2016
Discriminative Layered Nonnegative Matrix Factorization for Speech Separation
Interspeech 2016
Entropy Based Pruning for Non-Negative Matrix Based Language Models with Contextual Features
Interspeech 2016
Fast Dictionary Learning with a Smoothed Wasserstein Loss
AISTATS 2016
How to Fake Multiply by a Gaussian Matrix
ICML 2016
Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization
MLHC 2016
Joint Sound Source Separation and Speaker Recognition
Interspeech 2016
Local Sparsity Based Online Dictionary Learning for Environment-Adaptive Speech Enhancement with Nonnegative Matrix Factorization
Interspeech 2016
Near-Optimal Smoothing of Structured Conditional Probability Matrices
NeurIPS 2016
Noise Aware and Combined Noise Models for Speech Denoising in Unknown Noise Conditions
Interspeech 2016
Non-negative Matrix Factorization for Discrete Data with Hierarchical Side-Information
AISTATS 2016
Non-negative Matrix Factorization under Heavy Noise
ICML 2016
On Discriminative Framework for Single Channel Audio Source Separation
Interspeech 2016
Optimal spectral transportation with application to music transcription
NeurIPS 2016
Parallel Dictionary Learning for Voice Conversion Using Discriminative Graph-Embedded Non-Negative Matrix Factorization
Interspeech 2016