优化边缘语音识别

Sep, 2019

Optimizing Speech Recognition For The Edge

Yuan Shangguan, Jian Li, Liang Qiao, Raziel Alvarez, Ian McGraw

TL;DR本文研究边缘设备上的语音识别问题，通过使用端到端的神经结构，并应用更有效的神经网络拓扑和优化技术，成功构建了一个高精度的，在边缘设备上运行的小型语音识别系统。

Abstract

While most deployed speech recognition systems today still run on servers, we are in the midst of a transition towards deployments on edge devices. This leap to the edge is powered by the progression from traditi