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Ours vs Baselines

We compare our system with three existing methods for accompaniment arrangement: 1) PopMAG, 2) Anticipatory Music Transformer (AMT), and 3) GETMusic. The first two are Transformer-based and the last one is a diffusion model. The arrangement results are presented with five tabs in the following order: 1) Ours, 2) AMT, 3) GETMusic, 4) PopMAG, and 5) the input lead sheet.

[Demo-11] Temperley Hornpipe

• Genre: Folk
• Length: 24 bars
• BPM: 100
• Source: Nottingham Dataset

[Demo-12] Boggy Brays

• Genre: Folk
• Length: 32 bars
• BPM: 100
• Source: Nottingham Dataset

[Demo-13] La Marseillaise

• Genre: March
• Length: 28 bars
• BPM: 100
• Source: WikiMT Dataset

[Demo-14] Satin Doll

• Genre: Jazz
• Length: 32 bars
• BPM: 100
• Source: WikiMT Dataset

[Demo-15] East Dene

• Genre: Folk
• Length: 32 bars
• BPM: 100
• Source: Nottingham Dataset

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This site leverages the jekyll template and uses html-midi-player for MIDI visiualization and Kontakt Factory Library 2/BandLab for MIDI-to-audio synthesis.