This AI can help you learn music
So cool!

Each week, we spotlight a cool innovation recommended by some of the industry's top tech writers. This week's pick is a musical artificial intelligence project.
Many amateur and professional musicians spend hours studying YouTube videos of favorite songs so they can learn how to play along, said Mariella Moon at Engadget. A new AI project at MIT's Computer Science and Artificial Intelligence Laboratory could make that process far easier. PixelPlayer "can recognize instruments in a video, identify specific ones at pixel level, and isolate the sounds they produce."
The AI can take a clip of a guitar and trumpet playing a blues number, for example, and let you increase the volume of the guitar by muting the horn. PixelPlayer recognizes 20 different instruments but struggles with some subtle differences, such as those between an alto sax and a tenor. With further development, though, the AI could become a powerful audio-editing tool, "giving engineers a way to improve or restore the quality of old concert footage."
The Week
Escape your echo chamber. Get the facts behind the news, plus analysis from multiple perspectives.

Sign up for The Week's Free Newsletters
From our morning news briefing to a weekly Good News Newsletter, get the best of The Week delivered directly to your inbox.
From our morning news briefing to a weekly Good News Newsletter, get the best of The Week delivered directly to your inbox.
A free daily email with the biggest news stories of the day – and the best features from TheWeek.com
-
5 artfully drawn cartoons about Donald Trump's Epstein doodle
Cartoons Artists take on a mountainous legacy, creepy art, and more
-
Violent videos of Charlie Kirk’s death are renewing debate over online censorship
Talking Points Social media ‘promises unfiltered access, but without guarantees of truth and without protection from harm’
-
What led to Poland invoking NATO’s Article 4 and where could it lead?
TODAY'S BIG QUESTION After a Russian drone blitz, Warsaw’s rare move to invoke the important NATO statute has potentially moved Europe closer to continent-wide warfare