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| 講演名 | 2025-11-04 11:00 An AI-Driven Sports Data Network: Speech Mining for Enhanced Game Analytics Jiann-Liang Chen・Han-Chuan Hsieh・○Yan-Xin Tsai・Dao-Sen Zheng・Jia-Xian Zheng・Chun-Hsiang Keng・Hau-Ching Chen・Chiung-Fang Hsu・Shih-Ping Chiu（NTUST）  IA2025-39 |
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| 抄録 | （和） | This project aims to leverage AI and speech-to-text mining to develop a domain-adapted speech recognition system for sports commentary, with a focus on baseball broadcasting.The core objectives include transforming commentary into structured data and evaluating fine-tuned ASR models across multiple benchmark datasets.Experimental results demonstrate that domain-specific adaptation significantly improves recognition accuracy in sports broadcasting scenarios.The findings highlight the potential for extending speech-based analytics to enhance sports data mining and game analysis.Future work will explore the integration of automated video annotation, player movement analysis, and multi-source data fusion to support tactical evaluation and broader applications in sports technology. |
| （英） | This project aims to leverage AI and speech-to-text mining to develop a domain-adapted speech recognition system for sports commentary, with a focus on baseball broadcasting.The core objectives include transforming commentary into structured data and evaluating fine-tuned ASR models across multiple benchmark datasets.Experimental results demonstrate that domain-specific adaptation significantly improves recognition accuracy in sports broadcasting scenarios.The findings highlight the potential for extending speech-based analytics to enhance sports data mining and game analysis.Future work will explore the integration of automated video annotation, player movement analysis, and multi-source data fusion to support tactical evaluation and broader applications in sports technology. | |
| キーワード | （和） | speech-to-text / automatic speech recognition / sports analytics / baseball broadcasting / / / / |
| （英） | speech-to-text / automatic speech recognition / sports analytics / baseball broadcasting / / / / | |
| 文献情報 | 信学技報, vol. 125, no. 222, IA2025-39, pp. 22-26, 2025年11月. | |
| 資料番号 | IA2025-39 | |
| 発行日 | 2025-10-28 (IA) | |
| ISSN | Online edition: ISSN 2432-6380 | |
| 著作権に ついて |
技術研究報告に掲載された論文の著作権は電子情報通信学会に帰属します．(許諾番号：10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| PDFダウンロード | IA2025-39 |
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