I believe interviewing.io did something with voice-pitch-adjusting (to make girls sound like guys, or vice-versa) in phone interviews to try to study exactly this effect.

I think their results were confusing and uncertain, but the methodology seemed brilliant and I think should be the gold-standard for tech interviews. If we keep it phone it would remove other subliminal biases (attractiveness, physical disabilities) as an additional benefit.