混合专家模型 on 语音/音频论文速递 https://nanless.github.io/audio-paper-digest-blog/tags/%E6%B7%B7%E5%90%88%E4%B8%93%E5%AE%B6%E6%A8%A1%E5%9E%8B/ Recent content in 混合专家模型 on 语音/音频论文速递 Hugo zh-cn Wed, 29 Apr 2026 00:00:00 +0000 Decoder-Only Conformer with Modality-Aware Sparse Mixtures of Experts for ASR https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-decoder-only-conformer-with-modality-aware-sparse/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-decoder-only-conformer-with-modality-aware-sparse/ 语音识别 | 7.5/10 Interpretable Music Harmonic Analysis Through Multilinear Mixture of Experts https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-interpretable-music-harmonic-analysis-through/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-interpretable-music-harmonic-analysis-through/ 音乐理解 | 7.5/10 Mixture of Experts for Recognizing Depression from Interview and Reading Tasks https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixture-of-experts-for-recognizing-depression/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixture-of-experts-for-recognizing-depression/ 语音生物标志物 | 6.0/10 Mixtures of Lightweight Articulatory Experts for Multilingual Asr https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixtures-of-lightweight-articulatory-experts-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixtures-of-lightweight-articulatory-experts-for/ 语音识别 | 7.0/10 Prompt-Guided Mixture-of-Experts for Robust Multimodal Sentiment Analysis with Missing Modalities https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-prompt-guided-mixture-of-experts-for-robust/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-prompt-guided-mixture-of-experts-for-robust/ 语音情感识别 | 8.5/10 UMV: A Mixture-Of-Experts Vision Transformer with Multi-Spectrogram Fusion for Underwater Ship Noise Classification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-umv-a-mixture-of-experts-vision-transformer-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-umv-a-mixture-of-experts-vision-transformer-with/ 音频分类 | 7.5/10 MoVE: Translating Laughter and Tears via Mixture of Vocalization Experts in Speech-to-Speech Translation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-21-move-translating-laughter-and-tears-via-mixture/ Tue, 21 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-21-move-translating-laughter-and-tears-via-mixture/ 这篇论文旨在解决语音到语音翻译（S2ST）系统普遍缺失非语言声音（如笑声、哭泣）和情感韵律的问题，这严重限制了跨语言交流的自然度和语用准确性。作者提出了三大贡献：1) 一个**可扩展的表达性数据合成管道**，能自动生成高质量、带情感标注的S2ST训练对，克服了数据稀缺瓶颈；2) **MoVE（混合声