Rep. Barney Frank, the Massachusetts Democrat who chairs the House Financial Services Committee, accused Republicans on Monday of siding with Chinese central bankers in their attacks on the U.S. Federal Reserve.

“The Republicans are joining the Central Bank of China in criticizing [Fed Chairman] Ben Bernanke,” Mr. Frank said Monday during an interview on Bloomberg Television. “This is really distressing to me.”