Unsupervised Adaptation of Deep Speech Activity Detection Models to Unseen Domains

Speech Activity Detection (SAD) aims to accurately classify audio fragments containing human speech. Current state-of-the-art systems for the SAD task are mainly based on deep learning solutions. These applications usually show a significant drop in performance when test data are different from trai...

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Bibliographic Details
Main Authors: Pablo Gimeno, Dayana Ribas, Alfonso Ortega, Antonio Miguel, Eduardo Lleida
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/4/1832