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ADA-VAD: Unpaired Adversarial Domain Adaptation for Noise-Robust Voice Activity Detection
In this paper, we propose adversarial domain adaptive VAD (ADA-VAD), which is a deep neural network (DNN) based VAD method highly robust to audio samples with various noise types and low SNRs.
Ranked #4 on
Activity Detection
on AVA-Speech
(ROC-AUC metric)
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