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Let $f$ be a $C^{1+\alpha}$ diffeomorphism on a compact manifold $M$ and let $\mu$ be an ergodic measure. We prove that the metric entropy of $\mu$ is bounded from above by a mixture between the sum of the positive Lyapunov exponents and the volume growth (or topological entropy) on some sub-manifold.