Im trying to control a LED using my voice on the Arduino nano 33 BLE.
I have four classes, BLUE ,RED,YELLOW and Noise. With about 50 1s samples for each class. When i train this model i just get a 100% accuracy which doesn’t make sense. When i deploy my model to the board it doesn’t work , it always classifies everything as noise.
Can anyone tell me whats wrong