Skip to main content

Table 8 Performance (in overall SAD detection error [77]) of deep learning-based approaches vs. the proposed algorithm for room-localized SAD on the DIRHA-sim-evalita corpus

From: Room-localized speech activity detection in multi-microphone smart homes

Method

SAD error(%)

Deep learning

DNN [30]

5.8

 

3D-CNN [31]

7.0

 

3D-CNN [32]

5.2

 

3D-CNN (SAD+SLOC) [32]

3.5

Proposed

Seg

5.7

 

Win

4.7