System requirement: PyTorch version >=2.4.1, python == 3.10 Tested on GPUs: A800, python version == 3.10, PyTorch version == 2.4.1, cuda version == 12.1 ./test_data ...

Abstract: Ensuring the reliability and safety of industrial processes requires robust monitoring systems capable of detecting and diagnosing issues in complex, dynamic, and high-dimensional data ...

Abstract: This paper presents a new method that combines deep k-means clustering with granule mining approaches to utilise contextual information for improving outlier detection and classification.

This repository contains training and inference scripts for the Descript Audio Codec VAE variant (.dac-vae), a modified version of the original DAC that replaces the RVQGAN architecture with a ...