https://nanless.github.io/audio-paper-digest-blog/tags/%E7%BA%BF%E6%80%A7%E6%A8%A1%E5%9E%8B/ Recent content in 线性模型 on 语音/音频论文速递 Hugo zh-cn Tue, 21 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-21-flip-towards-understanding-and-interpreting/ Tue, 21 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-21-flip-towards-understanding-and-interpreting/ 本文提出**FLiP**，一种**因子化线性投影模型**，旨在**理解并解释**多语言、多模态句子嵌入空间（如SONAR, LaBSE, Gemini）。核心思想是将嵌入空间的解释转化为一个**线性关键词提取任务**：通过一个简单的线性投影，从句子嵌入向量中恢复出构成该句子的词汇。实验表明，训练良好