69 search results - page 4 / 14 » Dictionary learning of convolved signals |
136
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
We consider the task of acoustic system identification, where the input signal undergoes a memoryless nonlinear transformation before convolving with an unknown linear system. We...
150
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
The power of sparse signal coding with learned overcomplete dictionaries has been demonstrated in a variety of applications and fields, from signal processing to statistical infe...
136
Voted
ICA
2010
Springer
15 years 3 months ago
2010
Springer
SMALLbox is a new foundational framework for processing signals, using adaptive sparse structured representations. The main aim of SMALLbox is to become a test ground for explorati...
103
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
A new Bayesian model is proposed, integrating dictionary learning and topic modeling into a unified framework. The model is applied to cluster multiple images, and a subset of th...
133
Voted
ICASSP
2010
IEEE
15 years 1 months ago
2010
IEEE
The enhancement of speech degraded by non-stationary interferers is a highly relevant and difficult task of many signal processing applications. We present a monaural speech enhan...