自适应推理 on 语音/音频论文速递 https://nanless.github.io/audio-paper-digest-blog/tags/%E8%87%AA%E9%80%82%E5%BA%94%E6%8E%A8%E7%90%86/ Recent content in 自适应推理 on 语音/音频论文速递 Hugo zh-cn Wed, 29 Apr 2026 00:00:00 +0000 Adaptive Deterministic Flow Matching for Target Speaker Extraction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-adaptive-deterministic-flow-matching-for-target/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-adaptive-deterministic-flow-matching-for-target/ 目标说话人提取 | 8.0/10 Adaptive Test-Time Scaling for Zero-Shot Respiratory Audio Classification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-adaptive-test-time-scaling-for-zero-shot/ Sun, 19 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-adaptive-test-time-scaling-for-zero-shot/ 本文旨在解决零样本呼吸音频分类中“一刀切”的推理计算浪费问题。为此，提出了TRIAGE框架，这是一个三层自适应推理管道：第一层（Tier-L）进行快速的标签-文本相似度匹配；若置信度不足则升级至第二层