Because natural male voice is generally lower than female voice. Also there is research on gender neutral voice (like this https://www.genderlessvoice.com/) but as you can hear, the voice is everything but natural and easy to understand
And how can you tell the difference between a high pitched male voice and a female voice? It's resonance, and it has a big effect on audibility especially in environments where the lower mids are crowded.