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Recently submitted ICASSP paper - Improving PLDA Speaker Verification using Utterance Partitioning Approach in Limited Development Data Conditions

posted Oct 10, 2014, 12:27 PM by Ahilan M.K
In recent studies, we have found that when speaker verification is evaluated on 10sec-10sec condition, at least around 40sec speech utterances are required for PLDA modelling. We also introduce an utterance partitioning approach in PLDA speaker verification which shows improvement over the baseline approach in limited session data conditions. These research outcomes were submitted to ICASSP 2015 conference.