Pop2Piano

Pop2Piano is a cutting-edge AI tool that transforms pop song audio waveforms directly into piano arrangements, eliminating the traditional, labor-intensive process of extracting melodies or chords manually. Utilizing a T5-small Transformer model, it efficiently processes music by capturing long-range dependencies, ensuring coherent and musically plausible outputs. This innovative approach makes piano cover creation accessible to users without extensive musical backgrounds, while offering customizable style options via 'arranger tokens.' Its comprehensive function extends to music education and production, personalized music experiences, and AI-driven music research, supported by a large PSP dataset.