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无边界上下文偏置解码器用于日汉语ASR
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2026年10月8日,arXiv(Audio and Speech,一手)报道提出一种面向冻结公开CTC模型的无边界上下文偏置解码器。该方法面向未分词语言,基于字符级Aho-Corasick自动机,无需训练和第二遍解码,用深度自适应门控与读音空间匹配替代词边界。目前报道仅涉及该方法提出,尚无后续验证或应用进展。
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Oct 8, 2026
- arXiv · Audio and Speech无边界上下文偏置:面向未分词语言的深度自适应门控与读音空间匹配
提出一种面向冻结公开 CTC 模型的无边界上下文偏置解码器,基于字符级 Aho-Corasick 自动机,无需训练和第二遍解码,用深度自适应门控与读音空间匹配替代词边界。
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