Built the audio foundation for our invisible keyboard. I replaced the ultrasonic approach with a real time table tap detector that uses causal filtering, adaptive noise calibration, transient features, precise timestamps, and debouncing. I also tested it against synthetic taps and background noise, then validated it with the laptop microphone and yayy it’s working,