A library for audio and music analysis and feature extraction, which supports dozens of time-frequency analysis and transformation methods, as well as hundreds of corresponding time-domain and frequency-domain feature combinations, can be provided to the deep learning network for training, and can be used to study the classification, separation, music information retrieval (MIR), ASR and other tasks in the audio field.