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Pop2Piano

Music GenerationFree

Convert Pop Songs to Piano with AI-driven Precision!

Last updated Apr 18, 2026

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What is 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.

Pop2Piano's Top Features

Key capabilities that make Pop2Piano stand out.

Direct audio-to-MIDI conversion eliminates need for melody/chord extraction.

Style customization with 'arranger tokens' for personalized outputs.

Outputs standard MIDI files for broad software compatibility.

User-friendly interface for all experience levels.

Batch processing capability for multiple audio files.

Efficient on 44.1 kHz audio input for best results.

Trained on Korean Pop and supports Western Pop, Hip Hop.

Publicly available extensive PSP dataset for research.

Utilizes advanced Transformer model in processing.

Integration available via Hugging Face and Transformers library.

Use Cases

Who benefits most from this tool.

Music Students

Use Pop2Piano as a learning aid to practice playing pop songs on the piano.

Music Producers

Quickly generate piano arrangements for compositions using Pop2Piano, saving time in the production process.

Personal Music Enthusiasts

Create personalized piano covers of favorite songs to enhance musical experience.

AI Researchers

Utilize the PSP dataset and model for further studies in AI-driven music generation and transcription.

Educators

Incorporate Pop2Piano into music curriculums to help students understand music arrangement.

Composers

Experiment with different styles and composer settings to discover new musical possibilities.

K-Pop Fans

Easily create piano versions of K-Pop hits for cover performances.

Choir Directors

Generate piano accompaniment for choir practice using pop songs.

DJs

Add piano elements to DJ sets.

Beginner Musicians

Access easy tools to start creating music and understanding piano arrangements.

Explore Top AI Use Cases

Tags

AIMusicPianoArrangementsTransformerDeep LearningMusic EducationCustomization

Pop2Piano's Pricing

Free plan available

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Frequently Asked Questions

What is Pop2Piano?
Pop2Piano is an AI-powered tool that directly converts audio waveforms of pop music into MIDI piano files without extracting the melody and chords first.
How does Pop2Piano work?
It utilizes a transformer-based model to analyze the input audio waveform and generate a corresponding MIDI file representing a piano cover, trained specifically for pop music.
What types of music does Pop2Piano support?
While primarily trained on Korean Pop music, it also performs well on other genres like Western Pop and Hip Hop.
Can I customize the output?
Yes, Pop2Piano offers customization options such as selecting different styles and choosing various 'composers' to add stylistic variations.
What is the recommended sampling rate for input audio?
A 44.1 kHz sampling rate is recommended for optimal performance.
In what format are the output files?
The output files are standard MIDI files, compatible with most music software and hardware.
Does Pop2Piano support batch processing?
Yes, it allows for batch processing of multiple audio files simultaneously.
Is Pop2Piano beginner-friendly?
Absolutely, it features a user-friendly interface suitable for both new and experienced users.
Where can I learn more about Pop2Piano?
More information, examples, and a demo are available on the Hugging Face model page for Pop2Piano, along with other resources online.