Using one neural network to label speech data, adding synthetic environmental noise to that data, and then using it to train a second neural network improves speech recognition, particularly under noisy conditions.

The first step in providing a great customer experience with an Alexa-enabled device is wake word detection. Next week, at the IEEE International Conference on Acoustics, Speech and Signal Processing, Amazon scientists will present two new techniques that improve wake word performance.