Kaggle no such file

when i run the following code

encoded_words = audio_dataset_train["train"].map(preprocess_function,batched=True)
encoded_words = encoded_words.rename_column("class","label")

I get FileNotFoundError: [Errno 2] No such file or directory: ‘/kaggle/working/dataset/backward/00000030_NO_01.wav’
I know this is the wrong file path because the file is in here for example:


So the code make the current directory the main path and run my code from it and concate it with file path but this wrong ! how to fix this and tell the code to point to the real path not the generated one!

We need a reproducible example (load_dataset call, preprocess_function definition, etc.) to help with such issues, so please provide one if possible.