Help in finetuning ASR models
Hi all,Excuse me, I am a newbie. My problem is about the finetuning of ASR models (especiallyfacebook/s2t-small-librispeech-asr · Hugging Face) on my custom dataset consisting of my recording. Where can I find a piece of example for that?Thanks in advance,Davide
2023-01-12T19:03:01Z
Hi, there is a task guide for ASR in the docshere
2023-01-13T18:05:14Z
Thank you so much. The above guide uses a transformers dataset object, while, in my case, I have the raw wave files. How I can  convert these data in order to finetune the ASR model?Thank you,Davide
2023-01-13T19:00:30Z
You can create your own audio dataset with your files to get aDatasetobject.The easiest option is probably theAudioFolderbuilder. You just have to create a dataset repo on the Hub and upload your audio files to it. Then you can load it like:from datasets import load_dataset
dataset = load_dataset("audiofolder", data_dir="/path/to/data")Check out the docsherefor more details!