Audiomate is a library for easy access to audio datasets. It provides the datastructures for accessing/loading different datasets in a generic way. This should ease the use of audio datasets for example for machine learning tasks.
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mirdata is an open-source Python library that provides tools for working with common Music Information Retrieval (MIR) datasets, including tools for:
downloading datasets to a common location and format
validating that the files for a dataset are all present
loading annotation files to a common format, consistent with mir_eval
parsing track level metadata for detailed evaluations.
MSAF is a python package for the analysis of music structural segmentation algorithms. It includes a set of features, algorithms, evaluation metrics, and datasets to experiment with.
Mutagen is a Python module to handle audio metadata. It supports ASF, FLAC, MP4, Monkey’s Audio, MP3, Musepack, Ogg Opus, Ogg FLAC, Ogg Speex, Ogg Theora, Ogg Vorbis, True Audio, WavPack, OptimFROG, and AIFF audio files. All versions of ID3v2 are supported, and all standard ID3v2.4 frames are parsed. It can read Xing headers to accurately calculate the bitrate and length of MP3s. ID3 and APEv2 tags can be edited regardless of audio format. It can also manipulate Ogg streams on an individual packet/page level.
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