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Implementation and experiments for interactive lyrics transcreation system.

Ayano Nishimura1, Takayuki Itoh2

  • 1Ochanomizu University, 2-1-1 Otsuka, Bunkyo-ku, Tokyo, 1128610, Japan. nishimura.ayano@is.ocha.ac.jp.

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Summary
This summary is machine-generated.

This study introduces an interactive system for lyrics transcreation into Japanese, improving translation quality. The system enables users to refine translations with real-time visualization, outperforming manual methods.

Keywords:
Interactive systemLyrics transcreationScore visualization

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Area of Science:

  • Computational Linguistics
  • Human-Computer Interaction
  • Musicology

Background:

  • The internet facilitates global music access, but language barriers hinder lyric comprehension.
  • Professional lyric translation (transcreation) aims to adapt international songs for broader audiences.
  • Existing translation methods lack tools for nuanced, melody-aligned lyric adaptation.

Purpose of the Study:

  • To discuss the challenges of lyrics transcreation into Japanese.
  • To present and implement an interactive visual lyrics transcreation system.
  • To propose a novel algorithm for Japanese lyric translation.

Main Methods:

  • Development of an interactive visual transcreation system with real-time visualization.
  • Implementation of a lyrics translation algorithm addressing Japanese language specifics.
  • Expert interviews and user experiments (19 + 12 participants) to evaluate the system and UI.

Main Results:

  • The proposed system allows users to select and freely modify tentative translations with visual feedback.
  • Expert feedback and preliminary experiments informed UI component selection.
  • User experiments demonstrated that the system-assisted transcreation yielded superior results compared to manual transcreation.

Conclusions:

  • The interactive visual lyrics transcreation system effectively addresses challenges in adapting international song lyrics to Japanese.
  • The system's real-time visualization and user-guided refinement enhance translation quality.
  • This approach offers a promising solution for making global music more accessible through improved lyric transcreation.