NeuroVoice is an innovative tiny AI chip designed by Polyn Technology to revolutionize voice processing in mass-market hearables and smart home devices. Developed as a neuromorphic front-end chip, it focuses on overcoming challenges such as high power consumption and unreliable voice detection in noisy environments. NeuroVoice excels at providing low-latency, always-on voice processing without the need for cloud connectivity, ensuring data privacy and reducing overall costs. Primarily targeting smart microphones, voice control appliances, and hearing aids, NeuroVoice is engineered to deliver superior voice recognition and extraction capabilities. It incorporates ultra-low-power consumption technology, making it a viable choice for battery-dependent devices and enhancing product longevity. The chip enables applications such as speaker recognition, voice activity detection, and smart voice control, capable of detecting voice commands in the noisiest environments. This chip's neural networks offer unparalleled advantages in processing voice signals by efficiently extracting and recognizing voice patterns even when traditional DSP systems fall short. NeuroVoice presents a competitive edge by offering high intelligibility, energy efficiency, and a seamless user experience, which are critical for modern smart devices.