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English(EN) LuxEmo: Expressive Text-to-Speech Corpus for Luxembourgish

新的卢森堡语SQA系统使用TTS,发布新的表达式语音语料库

研究人员开发了LuxSQA,一个用于卢森堡语(一种资源匮乏的语言)的口语问答系统。该系统利用文本到语音(TTS)技术生成合成口语问题,扩充了现有的基于文本的QA资源。通过使用多种TTS系统训练参数高效的架构,LuxSQA在卢森堡语测试集上取得了优异的性能,证明了合成数据在资源匮乏的SQA中的有效性。另外,一个名为LuxEmo的新的卢森堡语表达式语音语料库已从广播节目中创建,包含21小时的数据,涵盖四种情绪类别,并使用五种TTS系统进行了基准测试。 AI

影响 低资源语言SQA和表达式TTS的进步可以拓宽人工智能技术在代表性不足的语言社区中的应用范围。

排序理由 该集群包含两篇学术论文,详细介绍了用于语音和TTS中低资源语言处理的新数据集和方法。

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新的卢森堡语SQA系统使用TTS,发布新的表达式语音语料库

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该集群包含两篇学术论文,详细介绍了用于语音和TTS中低资源语言处理的新数据集和方法。
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报道来源 [2]

  1. arXiv cs.CL TIER_1 English(EN) · Nina Hosseini-Kivanani, Marco Matassoni, Alessio Brutti ·

    LuxSQA:使用 TTS 增强的语音问答,用卢森堡语提问

    arXiv:2607.02763v1 Announce Type: new Abstract: Spoken Question Answering (SQA) remains largely focused on high-resource languages and carefully recorded speech, limiting the reach of speech-LLM methods in low-resource settings. This paper investigates whether text-to-speech (TTS…

  2. Hugging Face Daily Papers TIER_1 English(EN) ·

    LuxEmo:卢森堡语的表达性文本到语音语料库

    State-of-the-art speech datasets predominantly focus on widely spoken languages, often overlooking low-resource languages such as Luxembourgish, which remain underrepresented in speech technology research. In this work, we introduce LuxEmo, a 21-hour conversational expressive spe…