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
Link To Document :
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