SecondHandSongs

SecondHandSongs is a collaborative website that maintains a global database of mainly cover versions of original works. It also contains information about adaptations and samples. The website allows performers and volunteer curators to add songs and update their metadata. It includes links to freely accessible recordings of the covers, and external identifiers for those works and performances in other databases.
As of 2021, it included roughly a million covers of 100,000 original works, and was cross-referenced by MusicBrainz.
As of 2025, the site's most covered musical composition is "Stille Nacht, heilige Nacht" written by Joseph Mohr and Franz Gruber in 1818, which has been covered 4,229 times.

Data and uses

Data are contributed and edited by the active community, so the exact size of the database has changed over time. In 2007, the project included 60,000 covers. As of 2020, it had reached a million covers.

Data schema and identifiers

SecondHandSongs includes a work ID for each work, and a performance ID for each version of a work by a performer.
A work is an equivalence class, i.e. a list, of performances of the same underlying song. Each performer has, at most, one performance for each work in the database.

Derived datasets

In 2011, the Million Song Dataset project released a SecondHandSongs subset. At the time, this was the largest dataset of cover songs available for academic research.
Later, it released the SHS100k dataset for machine learning, with 100k covers of 10k works. This has since become a benchmark for cover-song identification.