A Low-Power Speech Recognizer and Voice Activity Detector Using Deep Neural Networks.

Michael Price,James R. Glass,Anantha P. Chandrakasan

IEEE Journal of Solid-State Circuits（2018）

引用 93|浏览23

暂无评分

摘要

This paper describes digital circuit architectures for automatic speech recognition (ASR) and voice activity detection (VAD) with improved accuracy, programmability, and scalability. Our ASR architecture is designed to minimize off-chip memory bandwidth, which is the main driver of system power consumption. A SIMD processor with 32 parallel execution units efficiently evaluates feed-forward deep n...

查看译文

关键词

Hidden Markov models,Computer architecture,Acoustics,Speech,Speech recognition,Integrated circuit modeling,Bandwidth

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要