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SPEAKER VERIFICATION USING PLDA Modeling ON LASSO BASED SPARSE TOTAL VARIABILITY SUPERVECTORS Ming Li, EE department, Signal Analysis and Interpretation Lab [email protected] . This work was supported in part by US Army and NSF. Experiments S-vector & PLDA Introduction & I-vector baseline 0 500 1000 1500 2000 2500 3000 -0.3 -0.2 -0.1 0 0.1 0.2 index w 0 1000 2000 3000 0 20 40 60 80 100 Index E igenvalue 0 1000 2000 3000 -2 -1 0 1 2 3 4 5 Index log ( E igenvalue )

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Page 1: SPEAKER VERIFICATION USING PLDA Modeling ON LASSO …

SPEAKER VERIFICATION USING PLDA Modeling ON LASSO BASED SPARSE TOTAL VARIABILITY SUPERVECTORS

Ming Li, EE department, Signal Analysis and Interpretation Lab

[email protected].  This  work  was  supported  in  part  by  US  Army  and  NSF.      

Experiments

S-vector & PLDA Introduction & I-vector baseline

0 500 1000 1500 2000 2500 3000-0.3

-0.2

-0.1

0

0.1

0.2

index

w

0 1000 2000 30000

20

40

60

80

100

Index

Eigen

value

0 1000 2000 3000-2

-1

0

1

2

3

4

5

Index

log(Eigen

value)