Title :
A Variable Length Vector Pipeline Architecture Design Methodology
Author :
Kambe, Takashi ; Saituji, M.
Author_Institution :
Dept. of Electr. & Electron. Eng., Kinki Univ., Higashi-Osaka
Abstract :
The architecture design phase is one of the most important steps in the system LSI development process. In this paper, we propose a C-based pipeline architecture design methodology and apply it to the design of the output probability computation circuit for a real time speech recognition system. Several variable length vector pipeline architectures accelerated by loop optimization, memory access optimizations, and application-specific circuit design were implemented to calculate the hidden Markov model (HMM) output probability at high speed and their performances evaluated.
Keywords :
hidden Markov models; optimisation; pipeline processing; speech recognition; C-based pipeline architecture design methodology; application-specific circuit design; architecture design phase; hidden Markov model output probability; loop optimization; memory access optimizations; output probability computation circuit; real-time speech recognition system; system LSI development process; variable length vector pipeline architecture; Acceleration; Circuits; Computer architecture; Design methodology; Design optimization; Hidden Markov models; Large scale integration; Pipelines; Real time systems; Speech recognition; C-based architecture design; Hidden Markov Model; Variable length pipeline; vector pipeline;
Conference_Titel :
Digital System Design Architectures, Methods and Tools, 2008. DSD '08. 11th EUROMICRO Conference on
Conference_Location :
Parma
Print_ISBN :
978-0-7695-3277-6
DOI :
10.1109/DSD.2008.17