Title :
A review: Malay speech recognition and audio visual speech recognition
Author :
Fook, C.Y. ; Hariharan, M. ; Yaacob, Sazali ; Adom, A.
Author_Institution :
Sch. of Mechatron. Eng., Univ. Malaysia Perlis (UniMAP), Arau, Malaysia
Abstract :
Automatic speech recognition (ASR) is an area of research which deals with the recognition of speech by machine in several conditions. ASR performs well under restricted conditions (quiet environment), but performance degrades in noisy environments. This paper presents a brief survey on Automatic Speech Recognition on Malays Corpus and multi-modal speech recognition on others Corpus. The audio only speech recognition has been done by many researchers few decades. After years of research and development the performance of automatic speech recognition remains one of the important research challenges (eg., variations of the context, database, and environment). The criteria for designing Speech Recognition system are pre-processing filter, end-point detection, feature extraction techniques, speech classifiers, database, and performance evaluation. The existing problems that are in Automatic Speech Recognition (ASR)-noise environments and the various techniques to solve these problems had constructed. The objective of this review paper is to summarize and compare some of the well know methods used by previous researcher.
Keywords :
audio signal processing; feature extraction; filters; medical signal detection; medical signal processing; speech processing; speech recognition; Malay speech recognition; audio visual speech recognition; automatic speech recognition; end-point detection; feature extraction; multimodal speech recognition; performance evaluation; preprocessing filter; speech classifiers; Accuracy; Feature extraction; Hidden Markov models; Mel frequency cepstral coefficient; Speech; Speech recognition; Visualization; Automatic Speech Recognition; Robust speech recognition; ambient noise; classifiers; end-point detection; features extraction;
Conference_Titel :
Biomedical Engineering (ICoBE), 2012 International Conference on
Conference_Location :
Penang
Print_ISBN :
978-1-4577-1990-5
DOI :
10.1109/ICoBE.2012.6179063