速報APP / 生產應用 / Keyword detection - NN

Keyword detection - NN

價格:免費

更新日期:2017-09-03

檔案大小:1.3M

目前版本:1.0

版本需求:Android 4.0.3 以上版本

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Keyword detection - NN(圖1)-速報App

The following signal processing techniques are applied

1. Recurrent Neural Network for training and decoding

2. LPC(Levinson Durbin) for time-domain feature extraction

Keyword detection - NN(圖2)-速報App

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