Abstract:

While humans effortlessly distinguish between male and female voices, teaching a computer to do the same is a complex task. This project focuses on training a script to identify gender based on acoustic characteristics, leveraging various machine learning methodologies to achieve optimal results.

Existing System:

The existing system, developed in R, faces limitations as it s a domain-specific language, lacking the flexibility of general-purpose programming like Python. It empl ....