The results of reproduction did not meet the expectation

OptimusPrimus / dcase2020_task2

DCASE 2020 Task 2 - Unsupervised Detection of Anomalous Sounds for Machine Condition Monitoring

GNU General Public License v3.0

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The results of reproduction did not meet the expectation #1

Open looking-for-my-magic-bean opened 3 years ago

looking-for-my-magic-bean commented 3 years ago

I’m using pytorch to reproduction your work on dcase_t2, the environment built on the windows system. However, using fan_00 as an example, I can’t get a good result as you’ve got (Only got AUC near 0.7). There is my flow chart in the attachment and the parameters in the experiment are from your technical report. Hopefully you can take a look of it and point out the mistakes or omission. Thanks a lot. Additional context: Are there any vital tricks that you used have helped improve the efficiency a lot whereas I missed, leading to my works’ deficiency? outlier

Atriumph commented 4 months ago

if name == 'main':

print(list(enumerate_development_datasets()))

for type_, id_ in enumerate_development_datasets():
    _ = MachineDataSet(type_, id_, mode='training')
    _ = MachineDataSet(type_, id_, mode='validation')

[(0, 0), (0, 2), (0, 4), (0, 6), (1, 0), (1, 2), (1, 4), (1, 6), (2, 0), (2, 2), (2, 4), (2, 6), (3, 1), (3, 2), (3, 3), (3, 4), (4, 1), (4, 2), (4, 3), (5, 0), (5, 2), (5, 4), (5, 6)] no EVALUATION_ID_MAP，What's the solution to this situation?