Multiple versions exist on Kaggle, which are ideal for users who want to use cloud-based Jupyter notebooks for immediate experimentation. You can download it from the FSDD Kaggle Page .
GitHub - Jakobovski/free-spoken-digit-dataset: A free audio dataset of spoken digits. An audio version of MNIST. GitHub. Free Spoken Digit Dataset (FSDD) - Kaggle fsdd dataset download
Recordings are trimmed to have minimal silence at the beginning and end. Multiple versions exist on Kaggle, which are ideal