Low-Complexity Voice Activity Detection Algorithm for Edge-Level Device

This paper presents two optimization techniques to relieve the computational complexity of the neural network based voice activity detection (VAD) task. Proposed techniques analyze the similarity between speech features by comparing the vectors at adjacent time steps and reduce the required computational cost by modifying internal elements based on the similarity. As a case study, a simple convolu...