About Keyword detection - NN
The following signal processing techniques are applied
1. Recurrent Neural Network for training and decoding
2. LPC(Levinson Durbin) for time-domain feature extraction
3. Matrix norm regularization to avoid gradient explosion (common problem in RNN training)
4. Expectation and Maximization like VAD labeller (for onset and offset estimation)
Most variables are in Double precision (8bytes).
Signal acquision is in 16kHz, 16bit PCM.
Overall, signal processing algorithms are thoroughly tested using Eclipse Java IDE. However, signal acquisition and app graphical design, layout design are still working
Download and install
Keyword detection - NN version 1.0 on your
Android device!
Downloaded 10+ times, content rating: Everyone
Android package:
com.iheo.kwddetv1, download Keyword detection - NN.apk