The JAL jet had collided with a Japan Coast Guard plane on the runway of Haneda airport on Tuesday before bursting into flames. All 379 people on the JAL aircraft escaped but five of the six crew on the Coast Guard craft died.
The voice recorder is key to discovering the cause of the crash.
The Coast Guard aircraft's voice recorder and both planes' flight recorders have already been recovered.