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Paul Best
f0_estimation
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c66ba838
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c66ba838
authored
1 year ago
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Paul Best
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@@ -60,8 +60,8 @@ Fine tunes the crepe model using the whole dataset.
-
[x] Loads 1024 sample windows and their corresponding f0 to be stored in a large
`train_set.pkl`
file (skip if data hasn't changed).
-
[x] Applies gradient descent using the BCE following the crepe paper (this task is treated as a binary classification for each spectral bin).
-
[x] The fine tuned model is stored in
`crepe_ft/model_all.pth`
-
[x] Train on one target species given as argument (weights are stored in
`crepe_ft/model_only_{specie}.pth)
- [x] Train on all species except the target given as argument (weights are stored in `
crepe_ft/model_omit_{specie}.pth)
-
[x] Train on one target species given as argument (weights are stored in
`crepe_ft/model_only_{specie}.pth
`
)
-
[x] Train on all species except the target given as argument (weights are stored in
`crepe_ft/model_omit_{specie}.pth
`
)
### Plotting
Scripts allow to generate plots to visualise results (they are saved as
`.pdf`
files in the
`figures`
folder)
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Paul Best
@paul.best
mentioned in commit
456e40ef
·
1 year ago
mentioned in commit
456e40ef
mentioned in commit 456e40efc05e72567e5dee5a86ae172f4500c95f
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