Research on the architecture of network text readability rating system based on streaming media

Linlin Zou; Yongquan Li

doi:10.1117/12.2674360

28 April 2023 Research on the architecture of network text readability rating system based on streaming media

Linlin Zou, Yongquan Li

Proceedings Volume 12626, International Conference on Signal Processing, Computer Networks, and Communications (SPCNC 2022); 126262L (2023) https://doi.org/10.1117/12.2674360
Event: International Conference on Signal Processing, Computer Networks, and Communications (SPCNC 2022), 2022, Zhuhai, China

Abstract

In the era of information explosion, language learners can easily obtain a large number of language learning materials. It is a common way to obtain learning materials of the target language learned from streaming media. However, streaming media platforms generally only inspect the compliance of the content in terms of politics and economy, while the inspection of language is relatively lacking. This makes it difficult for language learners to determine whether the text of the streaming media is suitable for their own language proficiency level. Therefore, it is necessary to research on the architecture of network text readability rating system based on streaming media. In this paper, PocketSphinx, SpeechRecognition and other add-on packages based on Python platform have conducted voice recognition on streaming media information collected from user equipment, and then conducted readability grade evaluation on the recognized text, and analyzed the language characteristics of the text, so that language learners can learn corresponding language knowledge.

Citation Download Citation

Linlin Zou and Yongquan Li "Research on the architecture of network text readability rating system based on streaming media", Proc. SPIE 12626, International Conference on Signal Processing, Computer Networks, and Communications (SPCNC 2022), 126262L (28 April 2023); https://doi.org/10.1117/12.2674360

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KEYWORDS

Machine learning

Network architectures

Video

Computing systems

Internet

Mathematical optimization

Operating systems

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