Article ID Journal Published Year Pages File Type
10370355 Speech Communication 2013 14 Pages PDF
Abstract
► Tutorial style introduction to sparse representation classification (SRC) and its applications. ► Investigation on SRC for speaker verification using i-vector from the total variability model. ► Comparative study of SRC systems with different sparseness methods and dictionary composition. ► Development of SRC background dataset selection based on column vector frequency was proposed. ► Results show i-SRC achieves the best performance on NIST 2010 SRE.
Related Topics
Physical Sciences and Engineering Computer Science Signal Processing
Authors
, , ,