Title :
The design of a CAMDF-based pitch recognition embedded module and its applications for mobile consumer devices
Author :
Wang, Jhing-Fa ; Tu, Chuan-I ; Mo, Ming-Hua ; Lin, Shun-Chieh
Author_Institution :
Nat. Cheng Kung Univ., Tainan
fDate :
Oct. 30 2007-Nov. 2 2007
Abstract :
This paper presents a speech interactivity embedded module (PREM) that is quite simplified and suitable for command-driven recognition applications. The proposed PREM adopts circular average magnitude different function (CAMDF)-based pitch feature extractor and dynamic time warping (DTW)-based recognizer. The simulated experiments indicate the performance is improved considerably relative to the conventional LPCC-based DTW method. In addition, we apply the proposed PREM design for wireless master/slave architecture for mobile consumer devices, providing a cost effective solution to meet the request of real-time and flexibility in embedded system prototype development. It also encourages concurrent development of different parts of system hardware as well as module reusing.
Keywords :
embedded systems; feature extraction; mobile handsets; speech recognition; circular average magnitude different function; command-driven recognition application; dynamic time warping; embedded system prototype development; mobile consumer device; pitch feature extractor; pitch recognition embedded module; recognizer; speech interactivity embedded module; wireless master/slave architecture; Application software; Costs; Embedded system; Feature extraction; Humans; Master-slave; Multimedia databases; Prototypes; Real time systems; Speech recognition;
Conference_Titel :
TENCON 2007 - 2007 IEEE Region 10 Conference
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-1272-3
Electronic_ISBN :
978-1-4244-1272-3
DOI :
10.1109/TENCON.2007.4429007