Soundata is a Python library for loading and working with audio datasets in a standardized way, removing the need for writing custom loaders in every project, and improving reproducibility by providing  ...  Soundata was created to be easy to use, easy to contribute to, and to increase reproducibility and standardize usage of sound datasets in a flexible way.  ...  Increase reproducibility: by providing a common framework for researchers to compare and validate their data, when mistakes are found in annotations or audio versions change, using Soundata the audio community  ...