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English(EN) Mapping Written Words to Spoken Words in a Different Language Using Only Visual Grounding

新方法仅使用视觉基础将英语单词映射到印地语语音

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员开发了一种新颖的方法，仅使用视觉基础将书面英语关键词映射到其印地语口语对应词。该方法通过利用自监督语音表示和对齐技术，绕过了对转录或显式模型训练的需求。实验表明，这种基于对齐的方法在关键词识别和定位方面优于以前的基于注意力的神经网络模型，展示了直接从视觉语境派生的跨语言单词到语音映射的潜力。 AI

影响 能够为语音模型收集低资源语言数据，无需手动转录。

排序理由 学术论文，详细介绍了一种新的跨语言语音映射方法。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.CL 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

新方法仅使用视觉基础将英语单词映射到印地语语音

本文如何被排名

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学术论文，详细介绍了一种新的跨语言语音映射方法。[lever_c_demoted from research: ic=1 ai=1.0]
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High
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报道来源 [1]

  1. arXiv cs.CL TIER_1 English(EN) · Gabriel Pirlogeanu, Dan Oneata, Horia Cucu, Herman Kamper ·

    仅使用视觉基础将书面语映射到不同语言的口语

    arXiv:2608.26925v1 Announce Type: new Abstract: In many low-resource settings, even just eliciting speech for data collection is difficult. One promising approach has been to ask speakers to describe images. But how do we build models from such visually grounded speech data? Give…

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