The Dataset

You need at least 90 minutes of high-quality data.

Prepare the Dataset

Transcribe the audio with WhisperX. For example, you can use the dataset maker from https://huggingface.co/Jmica/dataset_maker/tree/main.

Use a smaller segment length for transcription.