With the outbreak of World War II, Huberdeau's acting career ended. He died in Paris in 1945. Huberdeau was among the first generation of musicians to be recorded. He recorded only a few arias around 1910 on Edison cylinder. His recordings show a sturdy voice that is somewhat dry in quality given the limited technology of day.