Television advertisements are integral to sustaining broadcasting networks and presenting products or services to a wide audience. Nonetheless, the impact of commercial interruptions can be far from ideal. The loud, abrupt transitions from program to advertisement can startle and disturb viewers. For individuals with sensory sensitivities, such disruptions can be especially overwhelming. In response to these concerns, a novel approach seeks to revolutionize the television experience by automating the muting process during ad breaks, creating a seamless and inclusive viewing environment. The proposed model introduces an ingenious solution that enhances the television viewing experience by automatically muting the audio during ad breaks. Upon turning on the television, the device seamlessly activates alongside it, equipped with a sophisticated speech recognition algorithm and keyword spotting technology. As the program progresses, the model continuously listens for specific phrases, such as “We’ll be back after a short break,” commonly associated with ad interruptions. When these phrases are detected, the model promptly sends an infrared signal to mute the television’s audio, ensuring a smooth transition and allowing viewers to enjoy their content uninterrupted. With its fully automated and seamless functionality, the proposed method offers a seamless experience like never before.