Spermatozoa are produced in the testicles. The testicles are part of the male reproductive system and are responsible for producing sperm as well as testosterone, a male hormone. Spermatozoa are the male reproductive cells that fertilize the female egg during sexual reproduction, leading to the formation of a zygote, which eventually develops into a fetus.