Using Retrieval-based Voice Conversion in Educational Video Materials

The rapid and unforeseen rise of artificial intelligence (AI) raises numerous questions regarding its applicability across various fields. Consequently, it is essential to consider its impact on education. This study primarily examines the utilisation of AI within the context of the flipped classroom teaching model, with a particular focus on the audio components of educational video materials. For instance, AI can facilitate replacing a speaker's voice with that of another individual or translating it into a different language while nearly maintaining the original speaker's voice. The application of Retrieval-Based Voice Conversion (RVC) models can significantly aid this process.

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Publication Details

Journal
R&E-SOURCE
Published
2025-03-15
DOI
https://doi.org/10.53349/re-source.2025.is1.a1407
Primary Topic
Subtitles and Audiovisual Media
Type
article
Field-Weighted Citation Impact
0.00
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article

Using Retrieval-based Voice Conversion in Educational Video Materials

Rastislav Žitný, Tibor Szabó, Peter Pšenák, Ildikó Pšenáková
R&E-SOURCE
Subtitles and Audiovisual Media
article

Using Retrieval-based Voice Conversion in Educational Video Materials

Rastislav Žitný, Tibor Szabó, Peter Pšenák, Ildikó Pšenáková
article en

Abstract

The rapid and unforeseen rise of artificial intelligence (AI) raises numerous questions regarding its applicability across various fields. Consequently, it is essential to consider its impact on education. This study primarily examines the utilisation of AI within the context of the flipped classroom teaching model, with a particular focus on the audio components of educational video materials. For instance, AI can facilitate replacing a speaker's voice with that of another individual or translating it into a different language while nearly maintaining the original speaker's voice. The application of Retrieval-Based Voice Conversion (RVC) models can significantly aid this process.

R&E-SOURCE
University of Trnava (SK), Constantine the Philosopher University in Nitra (SK), Comenius University Bratislava (SK)
Openalex Percentile: Top 94%
Subtitles and Audiovisual Media
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