Diverging from the conventional approach of button inputs in console games, I aimed to develop a system that intelligently interprets vocal commands. Recognizing that the sound of “X” can vary significantly between players and even for the same player over time, I integrated TensorFlow, a machine learning library, into my design. During the training phase, the system analyzed diverse sound variations associated with each user’s commands, adapting to individual speech patterns to ensure robust performance. This approach allows for accurate recognition of commands, creating a more intuitive and engaging gaming experience that truly understands its players.