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Modeling within-word and cross-word pronunciation variation to improve the performance of a Dutch CSR.

หน่วยงาน Edinburgh Research Archive, United Kingdom

รายละเอียด

ชื่อเรื่อง : Modeling within-word and cross-word pronunciation variation to improve the performance of a Dutch CSR.
นักวิจัย : Kessens, Judith M , Wester, Mirjam , Strik, Helmer
คำค้น : -
หน่วยงาน : Edinburgh Research Archive, United Kingdom
ผู้ร่วมงาน : -
ปีพิมพ์ : 2542
อ้างอิง : In Proc. of ICPhS '99, pages 1665-1668, San Francisco, 1999. , http://hdl.handle.net/1842/1174
ที่มา : -
ความเชี่ยวชาญ : -
ความสัมพันธ์ : -
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

This paper describes how the performance of a continuous speech recognizer for Dutch has been improved by modeling within-word and cross-word pronunciation variation. Within-word variants were automatically generated by applying five phonological rules to the words in the lexicon. For the within-word method, a significant improvement is found compared to the baseline. Cross-word pronunciation variation was modeled using two different methods: 1) adding cross-word variants directly to the lexicon, 2) only adding multi-words and their variants to the lexicon. Overall, cross-word method 2 leads to better results than cross-word method 1. The best results were obtained when cross-word method 2 was combined with the within-word method: a relative improvement of 8.8% WER was found compared to the baseline.

บรรณานุกรม :
Kessens, Judith M , Wester, Mirjam , Strik, Helmer . (2542). Modeling within-word and cross-word pronunciation variation to improve the performance of a Dutch CSR..
    กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom .
Kessens, Judith M , Wester, Mirjam , Strik, Helmer . 2542. "Modeling within-word and cross-word pronunciation variation to improve the performance of a Dutch CSR.".
    กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom .
Kessens, Judith M , Wester, Mirjam , Strik, Helmer . "Modeling within-word and cross-word pronunciation variation to improve the performance of a Dutch CSR.."
    กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom , 2542. Print.
Kessens, Judith M , Wester, Mirjam , Strik, Helmer . Modeling within-word and cross-word pronunciation variation to improve the performance of a Dutch CSR.. กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom ; 2542.