Dataset: 1 hour of IU songs. Vocal Separation: UVR5 model was used to separate vocals. The process involved: Kim Vocal 1 -> Reverb HQ -> Karaoke 2. Additional Processing: Noise gate and manual touch-ups were performed in Audacity.