Noise reduction in AI infrastructure refers to the technology that automatically identifies and minimizes unwanted sounds or background noise in audio signals. Using advanced algorithms and machine learning techniques, it enhances audio clarity, improving communication, recording quality, and voice recognition accuracy across various applications such as conferencing, broadcasting, and voice assistants.