Micro Wake Word is a library and set of on device models for ESPs to wake on a spoken wake word. https://github.com/kahrendt/microWakeWord

Recently deployed in Home Assistants fully local capable Alexa replacement. https://www.home-assistant.io/voice_control/about_wake_word/