> cat /dev/github | grep security-tools
discovered 03 Aug 2026

MSongsDB

via awesome-list
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MSongsDB is a comprehensive dataset containing analysis and metadata for one million songs, primarily aimed at researchers to facilitate large-scale algorithm development in music analysis. Notable features include data sourced from The Echo Nest and a commitment to supporting commercial-scale research, alongside links to related datasets for cover songs and lyrics. The project is a collaboration between The Echo Nest and Columbia University's LabROSA, funded by the NSF.