Ignacio López Moreno

End-to-end text-dependent speaker verification

2016

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 …

Generalized End-to-End Loss for Speaker Verification

2017 · arXiv (Cornell University)

In this paper, we propose a new loss function called generalized end-to-end (GE2E) loss, which makes the training of speaker verification models more efficient than our previous tuple-based end-to-end (TE2E) loss function. Unlike TE2E, the …