Sub-Cluster AdaCos: Learning Representations for Anomalous Sound Detection.

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Deep Learning sub-cluster-AdaCos
Overview

sub-cluster-AdaCos

Accompanying code for the paper Sub-Cluster AdaCos: Learning Representations for Anomalous Sound Detection.

You will need all datasets from task 2 "Unsupervised Detection of Anomalous Sounds for Machine Condition Monitoring" of DCASE 2020 (http://dcase.community/challenge2020/task-unsupervised-detection-of-anomalous-sounds) as well as Tensorflow 2.

When finding this code helpful, or reusing parts of it, a citation would be appreciated:

@inproceedings{wilkinghoff2021sub, title={Sub-Cluster {A}da{C}os: Learning Representations for Anomalous Sound Detection}, author={Wilkinghoff, Kevin}, booktitle={International Joint Conference on Neural Networks (IJCNN)}, year={2021}, publisher={IEEE} }

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Comments
  • docker image or the pip env list?

    docker image or the pip env list?

    Hello, @wilkinghoff Thanks very much for opening source your code!

    I reimplement the env and tried to run with my own audio dataset. It seems there exist some bug for keras or tf.keras? https://github.com/wilkinghoff/sub-cluster-AdaCos/blob/52d6758d68df7744a49e76bebeae5c9d2b221ba3/main.py#L387
    Maybe I used different version for some lib in my env. Could you please share your docker image or the pip env list? Then we could tell what is different.

    opened by yangshunDragon 2
Owner
Kevin Wilkinghoff
Research Associate
Kevin Wilkinghoff
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