The audio issue in VeeCool Video Capture could be due to various reasons, such as incorrect settings or compatibility issues. It is recommended to check the software's settings and ensure that the correct audio input source is selected. Additionally, updating the program to the latest version or reinstalling it may also help resolve the problem.