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Following Simpson we consider the integrable system structure on the moduli spaces of Higgs bundles on a compact K"ahler manifold . We propose a description of the corresponding spectral cover of as the fiberwise projective dual to a hypersurface in the projectivization of the tangent bundle to . The defining equation of the hypersurface dual to the Simpson spectral cover is explicitly constructed in terms of the Higgs fields.

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