Temporarily-Aware Context Modelling using Generative Adversarial Networks for Speech Activity Detection

Fernando Tharindu
Fernando Tharindu
Priyasad Darshana
Priyasad Darshana

IEEE/ACM Transactions on Audio, Speech, and Language Processing, pp. 1159-1169, 2020.

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Keywords:
Task analysisSpeech processingGenerative adversarial networksGallium nitrideMel frequency cepstral coefficientMore(2+)

Abstract:

This paper presents a novel framework for Speech Activity Detection (SAD). Inspired by the recent success of multi-task learning approaches in the speech processing domain, we propose a novel joint learning framework for SAD. We utilise generative adversarial networks to automatically learn a loss function for joint prediction of the fram...More

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