Honestly the modulated voice sounds like a gay man, or a transgender, or someone who is physically male but is trying hard to speak like a female. It's probably

Honestly the modulated voice sounds like a gay man, or a transgender, or someone who is physically male but is trying hard to speak like a female. It's probably not the pitch itself but the manner of speaking.