Title :
Frame-by-frame speech recognition as hardware decoding on FPGA devices
Author :
Masashi Nakayama;Naoki Shigekawa;Takashi Yokouchi;Shunsuke Ishimitsu
Author_Institution :
Graduate School of Information Sciences, Hiroshima City University, 3-4-1 Ozuka-higashi, Asaminami, 731-3194 Japan
Abstract :
This paper proposes frame-by-frame speech recognition as a hardware decoder on Field Programmable Gate Arrays (FPGAs). As a first step for FPGA implementation, Voice Activity Detection (VAD) using second order autocorrelation and a speech recognition decoder using formant frequency distances were evaluated. The hardware decoding was then implemented on an FPGA emulator. The VAD and decoder were demonstrated to be effective, and hence could be suitable for implementation on FPGA devices.
Keywords :
"Speech recognition","Field programmable gate arrays","Correlation","Speech","Decoding","Signal to noise ratio","Hardware"
Conference_Titel :
Sensing Technology (ICST), 2015 9th International Conference on
Electronic_ISBN :
2156-8073
DOI :
10.1109/ICSensT.2015.7438503