LibROSA
LibROSA is a Python library specialized in music and audio analysis, widely used in areas such as audio feature extraction, tempo detection, and pitch recognition. It provides a rich set of functions for loading, visualizing, transforming, and analyzing audio signals, commonly used in machine learning for audio preprocessing and feature engineering. Built on NumPy and SciPy, LibROSA offers strong performance and extensibility.