图神经网络 on 语音/音频论文速递 https://nanless.github.io/audio-paper-digest-blog/tags/%E5%9B%BE%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/ Recent content in 图神经网络 on 语音/音频论文速递 Hugo zh-cn Wed, 29 Apr 2026 00:00:00 +0000 A Robust KNN Approach for Multi-Class Laryngeal Disease Detection using MFCC Features https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-robust-knn-approach-for-multi-class-laryngeal/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-robust-knn-approach-for-multi-class-laryngeal/ 音频分类 | 7.5/10 DGSDNet: Dual-Graph Spectral Diffusion Network for Incomplete Multimodal Emotion Recognition in Conversations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dgsdnet-dual-graph-spectral-diffusion-network-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dgsdnet-dual-graph-spectral-diffusion-network-for/ 语音情感识别 | 8.0/10 Dynamic Spectrogram Analysis with 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https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-graph-based-emotion-consensus-perception-learning/ 多模态情感识别 | 7.5/10 Graph-Biased EEG Transformers for Silent Speech Decoding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-graph-biased-eeg-transformers-for-silent-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-graph-biased-eeg-transformers-for-silent-speech/ 语音生物标志物 | 6.5/10 Grey-Box Prompt Tuning With Graph Alignment for Speech-Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-grey-box-prompt-tuning-with-graph-alignment-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-grey-box-prompt-tuning-with-graph-alignment-for/ 语音识别 | 8.0/10 GRNet: Graph Reconstruction Network for Robust Multimodal Sentiment Analysis 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https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-modeling-inter-segment-relationships-in-speech/ 语音生物标志物 | 7.0/10 MSANET: Multi-Scale Semantic Aggregation Network for Brain-Assisted Speech Enhancement in Multi-Speaker Conditions https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-msanet-multi-scale-semantic-aggregation-network/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-msanet-multi-scale-semantic-aggregation-network/ 语音增强 | 7.5/10 Multimodal Variational Graph Network for Multimodal Sentiment Analysis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-variational-graph-network-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-variational-graph-network-for/ 语音情感识别 | 7.5/10 Subgraph Localization in the Subbands for Partially Spoofed Speech Detection 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8.5/10 Latent-Hysteresis Graph ODEs: Modeling Coupled Topology-Feature Evolution via Continuous Phase Transitions https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-28-latent-hysteresis-graph-odes-modeling-coupled/ Tue, 28 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-28-latent-hysteresis-graph-odes-modeling-coupled/ 图神经网络 | 8.0/10 Psychologically-Grounded Graph Modeling for Interpretable Depression Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-28-psychologically-grounded-graph-modeling-for/ Tue, 28 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-28-psychologically-grounded-graph-modeling-for/ 语音情感识别 | 8.0/10