@patrickvonplaten I am also trying it out for a similar usecase but couldnt find any example script till now for audio datasets other than CommonVoice. I have several datasets with me which arent available on huggingface datasets but because almost all the scripts rely so much on the usage of huggingface datasets its hard to get my head around it to change it my use cases. If you can suggest me any resources or any changes so that I can use my own dataset inspite of Commonvoice or any other dataset available on huggingface datasets it would be of great help.