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Tunebot is a music search engine developed by the Interactive Audio Lab at Northwestern University. Users can search the database by humming or singing a melody into a microphone, playing the melody on a virtual keyboard, or by typing some of the lyrics. This allows users to finally identify that song that was stuck in their head.
Musipedia is a search engine for identifying pieces of music. This can be done by whistling a theme, playing it on a virtual piano keyboard, [ 1 ] tapping the rhythm on the computer keyboard, or entering the Parsons code .
Several music player programs have also been developed to use voice recognition and natural language processing technology for music voice control. Current research includes the application of AI in music composition , performance , theory and digital sound processing .
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Shazam can identify music being played from any source, provided that the background noise level is not high enough to prevent an acoustic fingerprint from being taken, and that the song is present in the software's database. The company released a paid app called Shazam Encore, which was discontinued when the company was bought by Apple in 2018.
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Pandora, for example, uses experts to tag the music with particular qualities such as "female singer" or "strong bassline". Many other systems find users whose listening history is similar and suggests unheard music to the users from their respective collections. MIR techniques for similarity in music are now beginning to form part of such systems.
Gracenote is known for MusicID, a music recognition software which identifies compact discs and delivers artist metadata and cover art to the desktop. The Gracenote database includes music genre and mood information, TV show descriptions, episode information, and channel line-ups, movie cast and crew information, and sports statistics and results.