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CONCLUSION We proposed the Equivariant Music Transformer (EMT), jointly optimized with the next-token prediction, equivariance regularization loss

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cs.SD 1

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2026 1

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CONDITIONAL 1

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Equivariant Music Transformer

cs.SD · 2026-08-04 · conditional · novelty 6.0

Adding an equivariance regularizer to an autoregressive music transformer makes pitch-transposed and time-shifted inputs produce correspondingly shifted outputs while slightly improving next-token prediction.

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  • Equivariant Music Transformer cs.SD · 2026-08-04 · conditional · none · ref 6

    Adding an equivariance regularizer to an autoregressive music transformer makes pitch-transposed and time-shifted inputs produce correspondingly shifted outputs while slightly improving next-token prediction.