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arXiv 提交日期: 2026-02-03
📄 Abstract - Mići Princ -- A Little Boy Teaching Speech Technologies the Chakavian Dialect

This paper documents our efforts in releasing the printed and audio book of the translation of the famous novel The Little Prince into the Chakavian dialect, as a computer-readable, AI-ready dataset, with the textual and the audio components of the two releases now aligned on the level of each written and spoken word. Our motivation for working on this release is multiple. The first one is our wish to preserve the highly valuable and specific content beyond the small editions of the printed and the audio book. With the dataset published in the this http URL repository, this content is from now on at the fingertips of any interested individual. The second motivation is to make the data available for various artificial-intelligence-related usage scenarios, such as the one we follow upon inside this paper already -- adapting the Whisper-large-v3 open automatic speech recognition model, with decent performance on standard Croatian, to Chakavian dialectal speech. We can happily report that with adapting the model, the word error rate on the selected test data has being reduced to a half, while we managed to remove up to two thirds of the error on character level. We envision many more usages of this dataset beyond the set of experiments we have already performed, both on tasks of artificial intelligence research and application, as well as dialectal research. The third motivation for this release is our hope that this, now highly structured dataset, will be transformed into a digital online edition of this work, allowing individuals beyond the research and technology communities to enjoy the beauty of the message of the little boy in the desert, told through the spectacular prism of the Chakavian dialect.

顶级标签: audio natural language processing data
详细标签: speech recognition dialect adaptation dataset creation audio-text alignment whisper model 或 搜索:

小米奇王子——一个教会语音技术查卡维亚方言的小男孩 / Mići Princ -- A Little Boy Teaching Speech Technologies the Chakavian Dialect


1️⃣ 一句话总结

这篇论文通过将《小王子》的查卡维亚方言译本制作成文本与音频对齐的数据集,不仅保存了濒危方言文化,还成功利用该数据集优化了语音识别模型在该方言上的性能,并展望了其在人工智能和方言研究中的广泛应用。

源自 arXiv: 2602.03245