this post was submitted on 21 Jun 2023
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Just use your Google assistant, it's pretty accurate and it even recognize humming. The keyword is "What's this song or What song is this/Recognize this song/etc"
Google Assistant doesn't meet the OP's requirements: it's not open source.
While i find Google Assistant better at finding music, it isn't open source and thus not what OP is looking for.