good afternoon everyone we have paper here for including uncertainty of observations

into the ple like many people are doing but just

a little bit differently by making a quality metric out of the covariance matter what

you're saying that

how big is the covariance matrix in terms of the trace of the covariance matrix

and trying to make you know there's of the trace matrix so that how good

is the i-vector so it can be considered as a quality metrics or real reliability

of the i-vector

and including it in a different ways

so

welcome you

to the presentation i p are also to advertise to recent papers that be published

including uncertainty inside lda we call the uncertainty lda publishing ieee transactions i mean

and also some about that vocal effort mismatch

are using a matter of p l for to have the papers if it is

interesting for you on ready to talk here or like to thank you