Hwabyeong Chae

Small-Footprint Convolutional Neural Network with Reduced Feature Map for Voice Activity Detection

By using Voice Activity Detection (VAD) as a preprocessing step, hardware-efficient implementations are possible for speech applications that need to run continuously in severely resource-constrained environments. For this purpose, we propose TinyVAD, which is a new convolutional neural network (CNN…