Vocaloid vs. AI-Generated Music Explained

Peace, what’s happening good people? This is Gif here for Payusnomind. Today, I’ve got a special guest—@YawningBirdies: illustrator, graphic designer, musical composer… all-around creative force. And she’s here to break down something I’ve been struggling to understand:
What’s the difference between Vocaloid and AI-generated music?

To me, they seem like the same thing—computer-generated songs. I just type in a prompt and boom, a song pops out. I see Vocaloid as the same thing. But @YawningBirdies says they’re not. I asked her to explain.

@YawningBirdies:
Well, you're saying the generated songs are what make it AI, right? And so by that logic, Vocaloid would seem like the same thing. But here's the difference: with Vocaloid, the producers traditionally write the songs themselves. They compose the music. They write the lyrics. And then they tune Vocaloid voices to sing the songs.

Gif:
So the lyrics are written by a person?

@YawningBirdies:
Yes. And the music is made by a person, too. The only thing computer-generated is the voice.

Sampling vs Synthesizing

Gif:
Okay, but the song is still sung by a computer, right?

@YawningBirdies:
Right—but it's not generated the way AI does it. AI voices are synthesized by stitching together fragments from multiple people. Vocaloid, on the other hand, uses one person’s voice. A single voice actor is sampled—chopped up, digitized—and that becomes the Vocaloid voice.

Gif:
Where do they get the voices?

@YawningBirdies:
From actual voice actors, mostly Japanese. They’re hired and recorded saying all the sounds in the Japanese alphabet. These are broken down by vowels—so when you're tuning the voice, you're really just piecing together those sounds.

The Language Barrier

Gif:
So there’s no English Vocaloid?

@YawningBirdies:
Not really. To make Vocaloid sing in English, they piece Japanese vowels together, which gives English songs a Japanese accent. That’s why English Vocaloid songs often sound choppy or off.

AI’s Flawed Fluidity

Gif:
If you listened to an AI-generated song and a Vocaloid song, could you tell the difference?

@YawningBirdies:
Definitely. AI songs often change voices mid-song—they’ll start in one voice and end in another. Sometimes it switches from female to male, even if you set it to “female.” Vocaloid voices, on the other hand, are consistent throughout because it’s all sourced from a single person.

On Preference and Process

Gif:
Which do you prefer, and why?

@YawningBirdies:
Vocaloid, for sure. It doesn't steal anyone’s creativity. You still have to write the song, compose the instrumental, and put in real effort. It’s like using an instrument. AI, meanwhile, just spits something out in five minutes. There's no real artistry or personal connection.

Displacing Creatives?

Gif:
But doesn’t Vocaloid still put singers out of work? You’re replacing the voice.

@YawningBirdies:
Not really. Vocaloid voices are so specific. If you want a certain human feel or realism, you still need an actual singer. Miku, for instance, has a very robotic, pop-specific tone. She won’t fit every song. So you might want to use her for experimentation or stylistic effect—not as a universal replacement for real singers.

The Style Argument

Gif:
So it’s like hiring Taylor Swift because you want her style. But you don’t always want that style, so you hire someone else.

@YawningBirdies:
Exactly. Vocaloid is another “style.” It’s not just about convenience—it’s a creative choice. AI, on the other hand, mimics any style it’s told to, even if that means copying real artists without consent.

The Line Between Inspiration and Theft

Gif:
The bigger problem seems to be when AI crosses into theft. Like, it doesn’t just imitate—it strips away everything: the writing, the music, the voice. You get to skip the entire creative process.

@YawningBirdies:
Right. And sometimes they even use Vocaloid voices without paying for the voicebanks. I’ve seen people try to replicate Hatsune Miku’s voice with AI and get around the licensing. It’s like stealing from a virtual pop star.

The Future of Creativity

Gif:
Now we’re seeing AI companies push to strip away copyrights entirely. They want to train models on anything and everything.

@YawningBirdies:
It’s not inspiration—it’s theft. If you train AI to mimic my art style and then use it to pump out dozens of works in seconds, that’s not flattery. That’s taking something that took me years to master and devaluing it. And that hurts.

Is There a Silver Lining?

Gif:
So where does that leave artists in the future?

@YawningBirdies:
Two possibilities: either real artists become more valuable because people seek authenticity—or they become obsolete, because people can just generate anything they want.

Gif:
Yeah, and AI becomes another subscription service. “$5 to generate four bars,” you know?

@YawningBirdies:
Exactly. And once it's perfected, it won’t be free anymore. The corporations are just using free access now to train their models.

Industry Incentives and Artist Erosion

Gif:
The sad part is, digital distributors want this. The more people generating music, the more customers they have. They don’t care if you’re an artist or not. They just want your $20 a year. Meanwhile, platforms are flooded with low-effort content. And artists—who once struggled to get paid—are now struggling just to be heard.

The Branding Factor

@YawningBirdies:
I think brand will become everything. Just like people follow Taylor Swift’s music because they’re fans of her, not necessarily each individual song. If you’re a nobody, your song could be great, but no one listens. That’s the challenge.

Gif:
Yeah. Play a Taylor Swift song without telling people it's hers—they might say it’s mid. But tell them it’s Taylor, and suddenly it’s amazing. That’s the power of branding over music.

Final Thoughts

Gif:
This has been a deep conversation. AI, Vocaloid, artistry—it’s a weird, fascinating future we’re heading into. Any final thoughts or anything you want to promote?

@YawningBirdies:
Hey Vocaloid fans! Just remember—AI and Vocaloid aren’t the same. Especially now with new tech like SynthV and newer Vocaloids like Teto, who sounds the most human yet. She’s the most advanced so far, released around 2023. Still has that computer sound, but it’s smoother. I might share one of her songs with you sometime!