A Comparison between HTK and SPHINX on Chinese Mandarin

A Comparison between HTK and SPHINX on Chinese Mandarin

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 recog...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Guangguang Ma, Wenli Zhou, Jing Zheng, Xiaomei You, Weiping Ye
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Artificial intelligence
Automatic speech recognition
Chinese Mandarin
Engines
Feature extraction
Gaussian processes
Hidden Markov models
HTK
Natural languages
Speech recognition
Sphinx
Testing
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung: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.
DOI:10.1109/JCAI.2009.44