Adversarial Joint Training with Self-Attention Mechanism for Robust End-to-End Speech Recognition

no code implementations • 3 Apr 2021 • Lujun Li, Yikai Kang, Yuchen Shi, Ludwig Kürzinger, Tobias Watzel, Gerhard Rigoll

Inspired by the extensive applications of the generative adversarial networks (GANs) in speech enhancement and ASR tasks, we propose an adversarial joint training framework with the self-attention mechanism to boost the noise robustness of the ASR system.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2