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Paul Best
f0_estimation
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f06c7d89
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f06c7d89
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8 months ago
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Paul Best
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# Cross-species F0 estimation, dataset and study of baseline algorithms
## Use a crepe model pretrained on animal signals to analyse your own signals
Install the packages necessary to run a crepe model using
`pip install -r predict_requirements.txt`
Use the
`predict.py`
script to run a pretrained crepe model to estimate fundamental frequency values for your own sounds.
```
usage: predict.py [-h] [--model_path MODEL_PATH] [--compress COMPRESS] [--step STEP] [--decoder {argmax,weighted_argmax,viterbi}] [--print PRINT] indir
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@@ -21,6 +23,8 @@ optional arguments:
## Reproduce paper experiments
Python package requirements necessary to run the paper experiments are detailled in the
`requirements.txt`
file.
### metadata.py
Stores a dictionary of datasets and characteristics (SR, NFFT, path to access soundfiles, and downsampling factor for ultra/infra-sonic signals)
Convenient to iterate over the whole dataset
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