Shaw had a string of hits starting with "Begin the Beguine" in 1938. He retired from music in 1954.
Clarinetist Dick Johnson, who led Shaw's band after its revival in the 1980s, is among those said to be attending the funeral, as is comedian and actor Red Buttons.