Analysis and Modeling of Manual Summarization of Japanese Broadcast News

نویسندگان

  • Hideki Tanaka
  • Tadashi Kumano
  • Masamichi Nishiwaki
  • Takayuki Itoh
چکیده

We describe our analysis and modeling of the summarization process of Japanese broadcast news. We have studied the entire manual summarization process of the Japan Broadcasting Corporation (NHK). The staff of NHK has been making manual summarizations of news text on a daily basis since December 2000. We interviewed these professional abstractors and obtained a considerable amount of news summaries. We matched the summary with the original text, investigated the news text structure, and thereby analyzed the manual summarization process. We then developed a summarization model on which we intend to build a summarization system.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Recent advances in Japanese broadcast news transcription

In this paper, we report on language modeling and acoustic modeling studies for Japanese broadcast news speech recognition. We constructed a language model that reduces recognition errors by utilizing context-dependent readings of Japanese characters. We also introduced filled-pause modeling into the language model. To improve the model’s performance for a series of sentences spoken by one spea...

متن کامل

Automatic Summarization of English Broadcast News Speech

This paper proposes an automatic speech summarization technique for English. In our proposed method, a set of words maximizing a summarization score indicating appropriateness of summarization is extracted from automatically transcribed speech and concatenated to create a summary. The extraction process is performed using a Dynamic Programming (DP) technique according to a target compression ra...

متن کامل

Speech Summarization: An Approach through Word Extraction and a Method for Evaluation

In this paper, we propose a new method of automatic speech summarization for each utterance, where a set of words that maximizes a summarization score is extracted from automatic speech transcriptions. The summarization score indicates the appropriateness of summarized sentences. This extraction is achieved by using a dynamic programming technique according to a target summarization ratio. This...

متن کامل

Title Automatic Speech Summarization Applied to English Broadcast News Speech

This paper reports an automatic speech summarization method and experimental results using English broadcast news speech. In our proposed method, a set of words maximizing a summarization score indicating an appropriateness of summarization is extracted from automatically transcribed speech. This extraction is performed using a Dynamic Programming (DP) technique according to a target compressio...

متن کامل

Advances in automatic speech summarization

This paper reports recent advances in automatic speech summarization method. In our proposed method, a set of words maximizing a summarization score is extracted from automatically transcribed speech. This extraction is performed according to a target compression ratio using a dynamic programming technique. The extracted set of words is then connected to build a summarized sentence. The summari...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2005