Title :
DSP Implementation of Voice Recognition Using Dynamic Time Warping Algorithm
Author :
Muzaffar, Fariha ; Mohsin, Bushra ; Naz, Farah ; Jawed, Lecturer Farooq
Author_Institution :
NED Univ. of Eng. & Technol., Karachi
Abstract :
Voice recognition is a process of an automatic system to perceive speech. The paper discusses voice recognition using cepstral analysis and DTW of a set of five words. The software model was designed using DSP block library in Simulink. The developed model provide us with the necessary tools to record, filter, and analyze different voice samples and compare them with the archived sample. The paper concludes with discussion about the implementation of the speech recognition algorithm on a DSP processor. The algorithm was implemented on the target DSP via embedded target for TI DSP toolbox and real time workshop (RTW).
Keywords :
cepstral analysis; digital signal processing chips; speech recognition; time warp simulation; DSP; Simulink; cepstral analysis; dynamic time warping algorithm; real time Workshop; speech recognition; voice analysis; voice recognition; Automatic speech recognition; Cepstral analysis; Digital signal processing; Filters; Heuristic algorithms; Software design; Software libraries; Speech analysis; Speech processing; Speech recognition; Cepstrum analysis; DTW;
Conference_Titel :
Engineering Sciences and Technology, 2005. SCONEST 2005. Student Conference on
Conference_Location :
Karachi
Print_ISBN :
978-0-7803-9442-1
Electronic_ISBN :
978-0-7803-9442-1
DOI :
10.1109/SCONEST.2005.4382877