Title :
A Comparison between HTK and SPHINX on Chinese Mandarin
Author :
Ma, Guangguang ; Zhou, Wenli ; Zheng, Jing ; You, Xiaomei ; Ye, Weiping
Author_Institution :
Dept. of Electr. Eng., Beijing Normal Univ., Beijing, China
Abstract :
In order to show the performances between different speech recognition engines in Chinese Mandarin recognition, experiments are designed in this paper to compare the recognition performances on Chinese Mandarin between HTK and Sphinx, which are the two most popular open source automatic speech recognition systems. Both isolated words recognition and continuous sentences recognition were investigated. The effects of number of Gaussians and number of tied-states for each system were also shown in this paper.
Keywords :
natural languages; speech recognition; Chinese Mandarin recognition; HTK; Sphinx; continuous sentence recognition; isolated word recognition; open source automatic speech recognition system; Artificial intelligence; Automatic speech recognition; Databases; Engines; Feature extraction; Gaussian processes; Hidden Markov models; Natural languages; Speech recognition; Testing; Chinese Mandarin; HTK; Sphinx; speech recognition;
Conference_Titel :
Artificial Intelligence, 2009. JCAI '09. International Joint Conference on
Conference_Location :
Hainan Island
Print_ISBN :
978-0-7695-3615-6
DOI :
10.1109/JCAI.2009.44
