Commit f2a650aa authored by Paul Primus's avatar Paul Primus
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parent fa9e6362
Project moved To [GitHub](
## Install
1. To setup project & download data run the following commands:
- ```./```
- download data ( & unzip into ```~/shared/DCASE2020_Task2``` (you can specify a different location in the configuration)
2. Setup MongoDB & Ominboard for Sacred Logger
## Run experiment
see scripts folder
## References
- Yuma Koizumi, Yohei Kawaguchi, Keisuke Imoto, Toshiki Nakamura, Yuki Nikaido, Ryo Tanabe, Harsh Purohit, Kaori Suefusa, Takashi Endo, Masahiro Yasuda, and Noboru Harada. *Description and discussion on DCASE2020 challenge task2: unsupervised anomalous sound detection for machine condition monitoring.* In arXiv e-prints: 2006.05822, 1–4. June 2020. URL:
- Yuma Koizumi, Shoichiro Saito, Hisashi Uematsu, Noboru Harada, and Keisuke Imoto. *ToyADMOS: a dataset of miniature-machine operating sounds for anomalous sound detection.* In Proceedings of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 308–312. November 2019. URL:
- Harsh Purohit, Ryo Tanabe, Takeshi Ichige, Takashi Endo, Yuki Nikaido, Kaori Suefusa, and Yohei Kawaguchi. *MIMII Dataset: sound dataset for malfunctioning industrial machine investigation and inspection.* In Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019), 209–213. November 2019. URL:
Project moved To [GitHub](
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