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English(EN) MERaLiON-GR: Speech Gender Recognition Model for English and SEA Languages

新的MERaLiON-GR模型在多种语言上实现了最先进的性别识别

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员开发了MERaLiON-GR，这是一种新颖的语音性别识别模型，能够对英语和多种东南亚语言的性别进行分类。该模型基于MERaLiON-SpeechEncoder-2（一种基于Conformer的Transformer）构建，并利用低秩自适应（LoRA）进行高效微调。在包括中文、马来语、泰米尔语、泰语、越南语、印度尼西亚语和高棉语在内的各种评估模式和语言中，MERaLiON-GR的表现优于Vox-Profile和大型Audio-LLM等现有最先进模型。 AI

影响 这项研究推进了多语言语音处理能力，有可能提高不同语言社区的可访问性和理解。

排序理由 该项目是一篇详细介绍新模型及其性能的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

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新的MERaLiON-GR模型在多种语言上实现了最先进的性别识别

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该项目是一篇详细介绍新模型及其性能的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Qiongqiong Wang, Ai Ti Aw, Nancy F. Chen, Ying Lay Chiu, Yang Ding, Yingxu He, Ridong Jiang, Zhuohan Liu, Yanfeng Lu, Yi Ma, Muhammad Huzaifah, Nabilah Binte Md Johan, Nattadaporn Lertcheva, Pham Minh Duc, Sailor Hardik Bhupendra, Siti Umairah Binte Moha… ·

    MERaLiON-GR: 英语和东南亚语言的语音性别识别模型

    arXiv:2608.04433v1 Announce Type: cross Abstract: We present MERaLiON-GR, a speech gender recognition system that performs binary classification (female / male) on English and Southeast Asian (SEA) languages. The model finetunes MERaLiON-SpeechEncoder-2, a large conformer based t…

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