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Simon Dixon

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Preprint Aug 2026

Equivariant Music Transformer

This paper proposes the Equivariant Music Transformer (EMT), which enforces equivariance through self-distillation by jointly optimizing a next-token-prediction and an auxiliary equivariance regularization loss, and finds that the additional equivariance loss acts as a beneficial regularizer, simultaneously improving n...

Zi-Xun Guo, Simon Dixon · 0 citations

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