SpecAugment
method
ID: specaugment
Related Papers
Data Augmentation for End-to-End Speech Translation: FBK@IWSLT ‘19
AbstractThis paper describes FBK’s submission to the end-to-end speech translation (ST) task at IWSLT 2019. The task consists in the “direct” translation (i.e. without intermediate discrete representation) of English speech …...
On Using SpecAugment for End-to-End Speech Translation
AbstractThis work investigates a simple data augmentation technique, SpecAugment, for end-to-end speech translation. SpecAugment is a low-cost implementation method applied directly to the audio input features and it consists of …...
A Preliminary Study on Environmental Sound Classification Leveraging Large-Scale Pretrained Model and Semi-Supervised Learning
AbstractWith the widespread commercialization of smart devices, research on environmental sound classification has gained more and more attention in recent years. In this paper, we set out to make effective …...