Title :
Utilizing multiple speech recognizers to improve spoken language understanding performance
Author :
Choi, Stanley Jungkyu ; Kyehwan Lee ; Minsoo Hahn
Author_Institution :
Dept. of Electr. Eng., KAIST, Daejeon, South Korea
Abstract :
This paper proposes the method of enhancing the spoken language understanding performance by employing general domain and domain specific speech recognizer. Apply intent to the result from general domain and domain specifically trained speech recognizer. Verify that lexico-semantic pattern matching is the target pattern, then calculate phoneme string similarity from the named entity result and select the intent. Result of the experiment indicates that the proposed method satisfies both general domain and target domain performances.
Keywords :
speech recognition; string matching; domain specific speech recognizer; general domain speech recognizer; lexico-semantic pattern matching; multiple speech recognizers; named entity; phoneme string similarity; spoken language understanding performance; Grammar; Pattern matching; Speech; Speech processing; Speech recognition; Target recognition; Text recognition; Multiple Speech recognition; Spoken language understanding; hybrid speech recognition;
Conference_Titel :
Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on
Conference_Location :
JeJu Island
DOI :
10.1109/ISCE.2014.6884346