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AI

AI Won The Beatles a Grammy 55 Years After They Broke Up 53

The Beatles' final song "Now and Then," featuring John Lennon's AI-restored vocals from a 1970s demo, has won the Grammy for Best Rock Performance. Paul McCartney and Ringo Starr completed the track in 2023 using machine learning to isolate Lennon's voice from the original piano recording.

AI Won The Beatles a Grammy 55 Years After They Broke Up

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  • by XXongo ( 3986865 ) on Monday February 03, 2025 @09:49AM (#65138229) Homepage
    Really, slashdot shouldn't call everything involving a computer "AI!".

    This was computer-assisted noise reduction.

    • by Anonymous Coward

      What would you call machine learning?

      • "AI" is machine learning, fine. But not all machine learning is "AI" esp not the marketing hype "AI". I would not call OCR an AI.

        • "AI" is machine learning, fine. But not all machine learning is "AI" esp not the marketing hype "AI". I would not call OCR an AI.

          In the 1980s we had the same question,
          even though mostly we didn't do statistical
          models and definitely not neural nets.

          The answer turned out to be:
          If it uses any "AI" tech (mostly rule-based
          OPS-5 type systems, but anything involving
          search heuristics like hill climbing, A*, etc.)
          then it is "AI". Until the day when the application
          becomes well-known, then it suddenly isn't "AI".
          A shorter converse version: "if we know how to do it,
          it's not AI". Even if it was "AI" yesterday and even if
          the same technique is bein

    • by timeOday ( 582209 ) on Monday February 03, 2025 @10:02AM (#65138279)
      I would say it does meet the current working definition of AI because it is model-based - it couldn't be done this well without training a model of John Lennon's singing voice, much like a human impersonator. And second, 'noise reduction' implies the process is only removing noise, which is not the case. It is adding sounds that were simply not present in the base recording, because they were never captured with acceptable fidelity in the first place.
      • I would say it does meet the current working definition of AI because it is model-based - it couldn't be done this well without training a model of John Lennon's singing voice, much like a human impersonator. And second, 'noise reduction' implies the process is only removing noise, which is not the case. It is adding sounds that were simply not present in the base recording, because they were never captured with acceptable fidelity in the first place.

        This. I think the treatment of Lennon's voice could be a much more sophisticated, but analogous process that re-created Glenn Gould's 1955 recording of The Goldberg Variations. [npr.org]

        • This. I think the treatment of Lennon's voice could be a much more sophisticated, but analogous process that re-created Glenn Gould's 1955 recording of The Goldberg Variations. [npr.org]

          Sorry, I botched the wording. I meant to say that the treatment of Lennon's voice was more sophisticated, because it required building a model of Lennon's voice. AFAIK the Zenph process for Gould's performance captured precise MIDI information from the old recording, and re-performed the pieces on a Yamaha Disklavier.

      • by AmiMoJo ( 196126 )

        Did they train it on Lennon's voice? There are AI models that can separate vocals and music that are generic and work with most songs. Been around for years, I use them to make karaoke versions. They can even separate lead and backing vocals.

        • The original recording was of very poor quality. It was done with a cheap cassette recorder and highly distorted.

    • by MightyMartian ( 840721 ) on Monday February 03, 2025 @10:08AM (#65138307) Journal

      It was a bit more than that. That original cassette recording was very bad, so bad that in the mid-1990s the technology of the time couldn't clean it up sufficiently. So there's as much reconstruction as noise reduction.

      That being said, there's a reason George Harrison vetoed continuing work on it, and that's not because of the technological limitations of the time, but because, frankly, the song kind of sucks. Not one of John's better efforts, or at least far from completed.

    • by Weirsbaski ( 585954 ) on Monday February 03, 2025 @10:29AM (#65138371)
      AI didn't win the Grammy, nostalgia won the grammy. "Now and Then" wasn't that good, the only reason it got any attention whatsoever is because it was a new Beatles song.
      • Sir Paul is really holding the Beatles back. He had half a century to take the band in a new direction and we get this dull 'now and then' lullaby?

        Get Ringo back in the studio for a remix. Surely he can take George's guitar with John's vocals to create something more bleeding edge? This is the band that weren't afraid to experiment with Helter Skelter/Rain/Revolution 9.

    • This was computer-assisted noise reduction.

      This was a an specifically trained model (training neural networks is basically a definition of AI) for noise reduction. AI is a method - this is a textbook example of it in use. If you're going to complain about calling something AI this is literally the worst example for your cause.

  • So what's the fucking point?
    • That AI allows us to build things we can't do it before?

    • Let's look again at the headline:

      AI Won The Beatles a Grammy 55 Years After They Broke Up

      Superficially, it may appear to say AI won a grammy. But it doesn't. It says AI won The Beatles a grammy.

      You could say "Clever play won the Kansas City Chiefs the Super Bowl." Does that mean the play won the Super Bowl, or the team that ran it?

      • Fair enough.
      • by cstacy ( 534252 )

        Let's look again at the headline:

        AI Won The Beatles a Grammy 55 Years After They Broke Up

        Superficially, it may appear to say AI won a grammy. But it doesn't. It says AI won The Beatles a grammy.

        You could say "Clever play won the Kansas City Chiefs the Super Bowl." Does that mean the play won the Super Bowl, or the team that ran it?

        Clever Hans won the Animal Intelligence test.

        Musically speaking, I let my heart fall into clever hands.
        Clever hands, broke my heart in two!

    • AI didn't get the award any more than a Dolby NR filter got the award, or a spring delay unit got an award. It's just a stupid headline.

    • If Beyonce can get one then why not AI? AI seems to be more talented.

  • Not AI, the undead (Score:5, Informative)

    by GuB-42 ( 2483988 ) on Monday February 03, 2025 @10:11AM (#65138315)

    Couldn't they let John Lennon and George Harrison rest in peace?

    Things have to come to an end, and as great as they were, the Beatles are no more. This is a necromancy award, not a Grammy.

    • They tried it back in the 90s but the technology wasn’t available then. The guitar tracks in the song were recorded by Harrison during the first attempt.

    • by GoJays ( 1793832 )
      In fairness, the Grammy's have also been dead for a long long time. The Rolling Stones winning best Rock Album? The Rolling Stones haven't been relevant in Rock music in over 40 years.
      • The Rolling Stones haven't been relevant in Rock music in over 40 years.

        I dunno...they still tour and pack stadiums with $$$ tickets....

        Maybe that says more about the dearth of good modern music than it does about the relevancy of the Stones.

        And if nothing else...if Keith Richards can still process oxygen after all he's been through in life...that gives ALL of us hope!!

        • What makes you think he's still depending on an oxygen-dependent metabolic process when all the evidence points to the contrary?

        • I don't believe it is a lack of good new music, but more of what drives the unending sequel machine. People like the familiar. That, and a lot of people in the industry are older and this is nostalgia for them.

        • It's not that there aren't great artists making great music, it's just that it's gotten increasingly difficult to be heard above the noise. Instead of record labels finding 200 bands to back and promote for $1 million a piece, they look for 2 pop starts to each pour $100 million into. The economics of the music industry in the streaming age are such that you can't make money off music unless you are packing stadiums. There are a lot of great musicians that labor in obscurity because they never get promoted

    • That's a good point, but maybe the real problem is that anyone's paying any attention whatsoever to the Grammys. This is the same foofaraw which not only celebrated but indeed venerated and elevated Milli Vanilli. What do they know?
    • Rock and Roll is really dead if the best rock performance is perfomed beyond the grave.

      • Peak rock is dead. The newer crowd relies too much on editing machines such that few if any will recapture the organic sound of earlier rock. The earlier artists were forced to play and sing organically most the time because they didn't have a choice.

        While a "bar band" may still play live, once in the studio they'll accept that editing machines will clean up the rough spots. In the old days one had to keep playing in the studio until they got it right instead of dump the problem onto the editor, forcing the

    • Couldn't they let John Lennon and George Harrison rest in peace?

      I don't think either of them care or are impacted in any way. They played with their voice, it's not like they exhumed their corpses for the music video.

    • Couldn't they let John Lennon and George Harrison rest in peace?

      Things have to come to an end, and as great as they were, the Beatles are no more. This is a necromancy award, not a Grammy.

      Get used to it. We're going to see more and more of this. It's inevitable.

    • by Tablizer ( 95088 )

      Couldn't they let John Lennon and George Harrison rest in peace?

      It's a good song, I'm glad we get to hear it. They left their unfinished art as a gift to humanity, and humanity is better for it.

      (begin rant)

      To put myself in their shoes, if I croaked tomorrow, I would hope my rants about how DOM/CSS is ill-suited for the CRUD GUI's that customers really want will inspire a new state-ful GUI-over-https XML standard. Too bad I wouldn't be around to enjoy it. I won't rest in peace if the ill-fitting UI standard

    • by cstacy ( 534252 )

      Couldn't they let John Lennon and George Harrison rest in peace? Things have to come to an end, and as great as they were, the Beatles are no more. This is a necromancy award, not a Grammy.

      Grammy Grammy
      We love Necromancy
      This hack brings back Dear John
      Even after he's gone
      With one last goodbye
      Mediocre song and a sigh
      Beatles came and have been
      Oldies we love now and then
      Just please don't pay Grannie
      In necro-cryptcurrency

  • Lifelong Beatles fan here, But... really? It's an okay song, but does it actually merit this award? If it didn't have the B word attached to it, and they had noise-reduced this thing by the Wingnuts from 1967, it would have dropped into the darkness in short order. "The Beatles" is doing the heavy lifting. I don't think it was deserved.

    Don't get me wrong... lifting the vocals so nicely is an amazing technical achievement. I would support an engineering win, or a special merit. But rock performance?

  • by yababom ( 6840236 ) on Monday February 03, 2025 @11:27AM (#65138509)

    It seems to me that needing to wait 50 years for technology to make a 'rock performance' enjoyable/worthy of release excludes the possibility of meriting an award for said 'performance.'

  • The Beatles were a psyop of mediocrity and decadence. There's very little of redeeming musical quality there, except that it gets stuck in your head and you can't get it out.

    OF COURSE they're going to to try to squeeze every little bit out of them.

  • There's a lot of footage from the 90's and then some weird face-swapped moments throughout:
    https://youtu.be/Opxhh9Oh3rg [youtu.be]

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