audioFlux provides dozens of time-frequency analysis transformation methods and hundreds of corresponding audio features for deep learning networks. It supports tasks including audio classification, source separation, music information retrieval, and automatic speech recognition. The library is optimized for performance with C core implementations and Python bindings.