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@@ -13,7 +13,7 @@ This is an audio classification dataset for **Instrument Classification**.
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  - `audios` folder contains audio files.
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  - `csv_files` folder contains CSV files for **five-fold** cross-validation.
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  - To perform cross-validation on fold 1, `train_1.csv` will be used for the training split and `test_1.csv` for the testing split, with the same pattern followed for the other folds.
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-
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  ## Download
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  ```python
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  import os
 
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  - `audios` folder contains audio files.
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  - `csv_files` folder contains CSV files for **five-fold** cross-validation.
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  - To perform cross-validation on fold 1, `train_1.csv` will be used for the training split and `test_1.csv` for the testing split, with the same pattern followed for the other folds.
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+ - To perform training and testing **witout cross-validation**, use `csv_files/train.csv` and `csv_files/test.csv` files respectively.
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  ## Download
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  ```python
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  import os