aDCF Loss Function for Deep Metric Learning in End-to-End Text-Dependent Speaker Verification Systems

Metric learning approaches have widely expanded to the training of Speaker Verification (SV) systems based on Deep Neural Networks (DNNs), by using a loss function more consistent with the evaluation process than the traditional identification losses. However, these methods do not consider the perfo...

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Veröffentlicht in:IEEE/ACM transactions on audio, speech, and language processing speech, and language processing, 2022, Vol.30, p.772-784
Hauptverfasser: Mingote, Victoria, Miguel, Antonio, Ribas, Dayana, Ortega, Alfonso, Lleida, Eduardo
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Sprache:eng
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