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[ARTICLE · art-157957] src=aiflash.com ↗ pub= topic=generative-ai verified=true sentiment=↑ positive

Got a pretrained music transformer to jam with me live, no fine-tuning, just steering the sampling [P]

A musician used the pretrained Anticipatory Music Transformer (Thickstun et al., music-medium-800k) to improvise live alongside a MIDI keyboard without any fine-tuning, steering the model's sampling instead of training it. The player tracked their key while performing so the model could generate a second piano part in real time, demonstrating that a pretrained symbolic music model can follow a live human player through sampling control alone.

read1 min views1 publishedOct 26, 2026

I wanted to see how far you can get making a pretrained symbolic music model "listen" to a live player without training it. Turns out pretty far. Setup: I play a MIDI keyboard, the Anticipatory Music Transformer (Thickstun et al., music-medium-800k) plays a second piano. While I play I track my key,

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