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KaraokePlus

Sub-20ms precision lyrics alignment and pristine audio separation. Built for the modern KTV experience.

Build Status Python ONNX License

Karaoke+ is a hyper-optimized, hybrid machine learning pipeline designed to solve the two hardest problems in automated karaoke generation: mathematical timestamp drift and audio separation artifacts.

By utilizing a bifurcated architecture, Karaoke+ delivers studio-quality MDX audio for the human ear while routing raw audio through a DSP-traced CTC alignment matrix for the machine. The result? Zero AI hallucination, perfect legato vocal tracking, and sub-20ms lyric synchronization.


☕ Support & Backing

If this pipeline saves you compute time or engineering headaches, consider supporting its continued development.

🇮🇩 Support via QRIS (Indonesia)
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Scan using GoPay, OVO, DANA, ShopeePay, or any supported mobile banking app.

🌐 Connect & Creator

Engineered with a focus on functional minimalism and industrial-grade automation by Ian Tirta Harjono.



Karaoke+ is an independent engineering project licensed under Apache 2.0.

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Sub-20ms precision lyrics alignment and pristine audio separation. Built for the modern KTV experience.

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