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Title:
誤り数別識別スコア・事後確率計算方法と、その方法を用いた誤り数重み付き識別学習装置とその方法と、その装置を用いた音声認識装置と、プログラムと記録媒体
Document Type and Number:
Japanese Patent JP5308102
Kind Code:
B2
Abstract:

To calculate an identification score and a posterior probability for each number of errors.

A method of calculating the identification score for each number of errors includes: a local score local error calculation process; identification score calculation process for each number of errors; and posterior probability calculation process for each number of errors. The identification score calculation process for each number of errors calculates a local score, the number of local errors, the identification score for each number of errors of a lattice by inputting the lattice, a forward accumulative score for each number of errors, and a backward accumulative score for each number of errors. The posterior probability calculation process for each number of errors calculates the identification score of the lattice for each number of errors, the forward accumulative score for each number of errors, the backward accumulative score for each number of errors, and the posterior probability that a correct symbol sequence includes each directed arc included in the lattice by inputting the local score, for each number of errors.

COPYRIGHT: (C)2010,JPO&INPIT


Inventors:
Mcdamot eric
Atsushi Nakamura
Application Number:
JP2008225998A
Publication Date:
October 09, 2013
Filing Date:
September 03, 2008
Export Citation:
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Assignee:
Nippon Telegraph and Telephone Corporation
International Classes:
G10L15/10; G10L15/06
Domestic Patent References:
JP9090975A
Foreign References:
WO2007105409A1
Other References:
鈴木 潤,学習誤り最小化に基づく条件付き確率場の学習:言語解析への適用,言語処理学会第12回年次大会発表論文集 Proceedings of The Twelfth Annual Meeting of The Association for Natural Language Processing,日本,言語処理学会 The Association for Natural Language Processing,2006年 3月,p.548-551
南條 浩輝 Hiroaki NANJO,単語グラフを利用したベイズリスク最小化音声認識とそれに基づく重要文抽出 Minimum Bayes-Risk Decoding using Wordgraph and Key-sentence Extraction,情報処理学会研究報告 Vol.2006 No.136 IPSJ SIG Technical Reports,日本,社団法人情報処理学会 Information Processing Society of Japan,2006年12月21日,p.125-130
マクダーモット エリック Erik McDermott,日本音響学会 2010年 春季研究発表会講演論文集CD-ROM [CD-ROM],2010年 3月,p.271-274
南條 浩輝 Hiroaki NANJO,音声理解のための音声認識評価尺度とベイズリスク最小化デコーディング ASR Evaluation Measure and Minimum Bayes-Risk Decoding for Open-domain Speech Understanding,電子情報通信学会技術研究報告 Vol.104 No.540 IEICE Technical Report,日本,社団法人電子情報通信学会 The Institute of Electronics,Information and Communication Engineers,2004年12月,p.1-6
Attorney, Agent or Firm:
Naoki Nakao
Yukio Nakamura
Yoshimura Munehiro
Taku Kusano



 
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