A Review on Text Summarization to Develop a Live Sports Match Journalism System Using NLP

Q3 Engineering

推进技术 Pub Date : 2023-12-01 DOI:10.52783/tjjpt.v44.i3.2647

Kaustav Sanyal, Vinay Tiwari, Mohammad Saad, Shankar Nag

引用次数: 0

Abstract

The review paper details the process of converting live speech commentary into text and subsequently generating a text summary from this transcription. Natural Language Processing (NLP) serves as the most suitable technique for this task. Sporting events attract widespread global attention, with many individuals preferring news articles over live experiences. Consequently, there's a pressing need for rapid news production following the conclusion of any sporting event. Due to constraints such as time and budget, comprehensive reporting by commentators or journalists becomes impractical. Therefore, this project holds significant promise and effectiveness. The primary aim is to automate the creation of text summaries from live sports commentary. To achieve this, a system has been devised to generate summaries from live game commentary, an area that has seen minimal focus in current research. An audio recognition system will process provided audio data, transforming it into a lengthy text format. Subsequently, a text-summarising technique will condense this transformed text into a summary.

查看原文本刊更多论文

利用 NLP 开发体育比赛直播新闻系统的文本摘要综述

该评论论文详细介绍了将现场演讲评论转换为文本并随后从该转录生成文本摘要的过程。自然语言处理(NLP)是最适合这项任务的技术。体育赛事吸引了全球的广泛关注，许多人更喜欢新闻报道而不是现场体验。因此，在任何体育赛事结束后，都迫切需要快速的新闻制作。由于时间和预算等限制，评论员或记者的全面报道变得不切实际。因此，该项目具有重要的前景和有效性。其主要目标是自动创建来自现场体育评论的文本摘要。为了实现这一目标，我们设计了一个系统，可以从现场比赛评论中生成摘要，这是目前研究中很少关注的领域。音频识别系统将处理提供的音频数据，并将其转换为长文本格式。随后，文本摘要技术将把转换后的文本浓缩为摘要。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

推进技术 Engineering-Aerospace Engineering

CiteScore

1.40

自引率

0.00%

发文量

6610

期刊介绍： "Propulsion Technology" is supervised by China Aerospace Science and Industry Corporation and sponsored by the 31st Institute of China Aerospace Science and Industry Corporation. It is an important journal of Chinese degree and graduate education determined by the Academic Degree Committee of the State Council and the State Education Commission. It was founded in 1980 and is a monthly publication, which is publicly distributed at home and abroad. Purpose of the publication: Adhere to the principles of quality, specialization, standardized editing, and scientific management, publish academic papers on theoretical research, design, and testing of various aircraft, UAVs, missiles, launch vehicles, spacecraft, and ship propulsion systems, and promote the development and progress of turbines, ramjets, rockets, detonation, lasers, nuclear energy, electric propulsion, joint propulsion, new concepts, and new propulsion technologies.