``torchaudio`` provides a variety of ways to augment audio data. In this tutorial, we look into a way to apply effects, filters, RIR (room impulse response) and codecs. At the end, we synthesize noisy ...

With the advancement of 3D scanning technologies and deep learning theories, point cloud-based deep learning networks have gained considerable attention in the fields of 3D vision and computer ...

Essentially if the training features X follow a distribution F, then data augmentation changes it to F’, where F’ is slightly perturbed from F. For example, In images, we can rotate, zoom in, and crop ...

Machine learning methods have been widely applied in predicting the residual strength of corroded pipelines due to their powerful predictive capabilities. However, the effective application of these ...