Removing the (using neutral durations/pitch) reduced authenticity to 2.3. Removing the slang lexicon dropped keyword accuracy to 78% on test sentences containing wise-guy terms. The vocoder fine-tuning alone had minimal effect without prosody changes.

Wiseguy’s enduring popularity has sparked ongoing debates about copyright and the ethics of voice cloning. Many of these "legacy" voices were licensed for specific accessibility uses, yet they became the backbone of millions of hours of entertainment content. The recent explosion of TTS streaming on platforms like Twitch and TikTok has forced companies to reconsider their libraries.

. "Hey there, old sport. You look like you’ve had a rough shift. Why don't you put down that heavy flashlight and join me by the ball pit? I’ve got a plan that’s going to make us legendary—or at least get us a free pizza. Just don't ask about the confetti in my pockets. It’s a long story, and frankly, the puppet is still watching. So, what do you say? Ready to make some questionable life choices?" To generate this audio, you can use tools like FineVoice which features the specific Wiseguy role. This voice is the classic

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