Transmission eigenvalues are the squares of wavenumbers, at which some time harmonic incident wave produces no scattered wave. For the scalar Helmholtz equation, we prove the existence of infinitely many real interior transmission eigenvalues for positive contrasts that are bounded above and below by a power of the distance to the boundary. We also give a lower bound for the counting function.