مشاهده مشخصات مقاله
Improvement of Language Identification Performance Using Generalized Phone Recognizer
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نویسنده (ها) |
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S.A. Hosseini Amereii
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M.M. Homayounpour
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مربوط به کنفرانس |
چهاردهمین کنفرانس بینالمللی سالانه انجمن کامپیوتر ایران |
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چکیده |
Two popular and better performing approaches to
language Identification (LID) are Phone Recognition
followed by Language Modeling (PRLM) and Parallel
PRLM. In this paper, we report several improvements
in Phone Recognition which reduces error rate in
PRLM and PPRLM based LID systems. In our previous
paper, we introduced APRLM approach that reduces
error rate for about 1.3% in LID tasks. In this paper,
we suggest other solution that overcomes APRLM. This
new LID approach is named Generalized PRLM or
GPRLM. Several language identification experiments
were conducted and the proposed improvements were
evaluated using OGI-MLTS corpus. Our results show
that GPRLM overcomes PPRLM and APRLM about
2.5% and 1.2% respectively in two language
classification tasks. |
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قیمت |
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برای اعضای سایت : ۱٠٠,٠٠٠ ریال
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برای دانشجویان عضو انجمن : ۲٠,٠٠٠ ریال
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برای اعضای عادی انجمن : ۴٠,٠٠٠ ریال
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