DocumentCode
626692
Title
Optimization of ETSI DSR frontend software on a high-efficient audio DSP
Author
Zhenqi Wei ; Peilin Liu ; Cun Yu ; Hongbin Zhou ; Ying Ye ; Ji Kong ; Rendong Ying
Author_Institution
Sch. of Electron., Inf. & Electr. Eng., Shanghai Jiao Tong Univ., Shanghai, China
fYear
2013
fDate
19-23 May 2013
Firstpage
994
Lastpage
997
Abstract
Server-terminal based distributed speech recognition (DSR) applications are widely adopted on mobile devices. In this paper, we have implemented a power-efficient DSR solution of high performance for real-time speech processing. The DSR frontend algorithms are elaborately optimized in assembly codes utilizing accelerating technics provided by a previously released audio DSP, such as binary scaling operations in a deep instruction pipeline, automatic memory addressing method, and parallel processing of packaged data. The performance of DSR frontend software running on the DSP is greatly improved, and our work is of best efficiency compared with former solutions. The realtime frequency of processing 16 kHz input streams is 124.3 MHz and is only about 30% of what is required on a TI C64x DSP. Based on simulation experiment under SMIC 130 nm process, the power consumed for DSR frontend processing is 23 mW. Besides, the presented implementation of the algorithms is also integrated in a server-terminal demo system, and is proved to be worked well in real speech recognition applications.
Keywords
audio signal processing; digital signal processing chips; parallel processing; speech processing; speech recognition; DSR frontend software running; ETSI DSR frontend software; audio DSP; automatic memory addressing method; binary scaling; deep instruction pipeline; distributed speech recognition; frequency 124.3 MHz; frequency 16 kHz; mobile devices; parallel processing; power 23 mW; power-efficient DSR solution; real-time speech processing; size 130 nm; Acceleration; Assembly; Digital signal processing; Optimization; Registers; Software; Speech recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (ISCAS), 2013 IEEE International Symposium on
Conference_Location
Beijing
ISSN
0271-4302
Print_ISBN
978-1-4673-5760-9
Type
conf
DOI
10.1109/ISCAS.2013.6572016
Filename
6572016
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