SSMDAM: First-Shot Anomalous Sound Detection using Multi-Dimensional Attention and Self-Supervised Learning Techniques

Installation

bash easy_install.sh

or

[conda|mamba|micromamba] create -f environment.yaml
[conda|mamba|micromamba] activate ssmdam

Name		Name	Last commit message	Last commit date
Latest commit History 96 Commits
.dvc		.dvc
acoustic_anomaly_detection		acoustic_anomaly_detection
data		data
exploration		exploration
mlruns		mlruns
.dvcignore		.dvcignore
.gitignore		.gitignore
.pre-commit-config.yaml		.pre-commit-config.yaml
LICENSE		LICENSE
README.md		README.md
baseline_params.yaml		baseline_params.yaml
easy_install.sh		easy_install.sh
environment.yaml		environment.yaml
param_variations.yaml		param_variations.yaml