End-to-End Text-Dependent Speaker Verification

27 Sep 2015Georg HeigoldIgnacio MorenoSamy BengioNoam Shazeer

In this paper we present a data-driven, integrated approach to speaker verification, which maps a test utterance and a few reference utterances directly to a single score for verification and jointly optimizes the system's components using the same evaluation protocol and metric as at test time. Such an approach will result in simple and efficient systems, requiring little domain-specific knowledge and making few model assumptions... (read more)

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