21 |
On the Pronunciation of Low Vowels in Japanese Newscaster’s Speech
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23 |
Lexical Category and Downstep in Japanese
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In: Languages; Volume 7; Issue 1; Pages: 25 (2022)
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24 |
Estimating the Emotional Information in Japanese Songs Using Search Engines
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In: Sensors; Volume 22; Issue 5; Pages: 1800 (2022)
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Abstract:
Several studies have shown that music can reduce unpleasant emotions. Based on the results of this research, several systems have been proposed to suggest songs that match the emotions of the audience. As a part of the system, we aim to develop a method that can infer the emotional value of a song from its Japanese lyrics with higher accuracy, by applying the technology of inferring the emotions expressed in sentences. In addition to matching with a basic emotion dictionary, we use a Web search engine to evaluate the sentiment of words that are not included in the dictionary. As a further improvement, as a pre-processing of the input to the system, the system corrects the omissions of the following verbs or particles and inverted sentences, which are frequently used in Japanese lyrics, into normal sentences. We quantitatively evaluate the degree to which these processes improve the emotion estimation system. The results show that the preprocessing could improve the accuracy by about 4%. Japanese lyrics contain many informal sentences such as inversions. We pre-processed these sentences into formal sentences and investigated the effect of the pre-processing on the emotional inference of the lyrics. The results show that the preprocessing may improve the accuracy of emotion estimation.
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Keyword:
emotion tagging; Japanese song lyrics; mood management; search engine
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URL: https://doi.org/10.3390/s22051800
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25 |
Effects of Japanese Special Moras Education Using Evernote
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In: Education Sciences; Volume 12; Issue 4; Pages: 270 (2022)
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26 |
On the Limits of Across-the-Board Movement: Distributed Extraction Coordinations
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In: Philosophies; Volume 7; Issue 1; Pages: 10 (2022)
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27 |
杂糅中日双语的崭新文体 : 评横山悠太《我似猫》 ; On the New Literary Style of Yokoyama Yuta's 横山悠太 : I Am Becoming a Cat
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28 |
日本語教育実習における実習生の学びと変化 : 日本語教師養成講座の改善にむけて ; The Learning and Change of Teacher Trainees during Japanese Language Education Training : Toward Improving the Teacher Training Program
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29 |
Predicate Morphology and Narrative Structure in Early Heian Japanese Buddhist Texts: A Case Study of the Saidaiji Golden Light Sutra
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30 |
Systematic Learning of Japanese Sign Language at Senior High Schools in Japan ; 高等学校における手話の体系的な学習に関する一考察
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31 |
Language learning through interaction: Online and in the classroom
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In: The Coastal Review: An Online Peer-reviewed Journal (2022)
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33 |
Translation and equivalences between languages and cultures: Portuguese and Japanese proverbs ; 言語と文化の中にある翻訳と互換性: ポルトガル語と日本語の格言から
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Teixeira, José. - : Aichi Prefectural University. Graduate School of International Cultural Studies, 2022
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35 |
Learning Argument Structures with Recurrent Neural Network Grammars
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In: Proceedings of the Society for Computation in Linguistics (2022)
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36 |
Preference for Deletion vs. Epenthesis in Japanese Phonological Adaptations
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In: Acta Linguistica Asiatica, Vol 12, Iss 1 (2022) (2022)
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37 |
Correlations Between Proposed Orthoepic Competence Descriptors and Japanese Language Ability
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In: Acta Linguistica Asiatica, Vol 12, Iss 1 (2022) (2022)
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38 |
Making the Old New: The Recontextualization and Traditionalization of Tree Spirits in Video Games
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In: All Graduate Plan B and other Reports (2022)
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39 |
Teaching Japanese as A Foreign Language with A Cultural Context
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In: All Graduate Plan B and other Reports (2022)
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40 |
A compositional account of counterfactual conditional clauses in Old Japanese
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In: Proceedings of the Linguistic Society of America; Vol 7, No 1 (2022): Proceedings of the Linguistic Society of America; 5280 ; 2473-8689 (2022)
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