https://nanless.github.io/audio-paper-digest-blog/tags/%E9%9F%B3%E9%A2%91%E4%BA%8B%E4%BB%B6%E6%A3%80%E6%B5%8B/ Recent content in 音频事件检测 on 语音/音频论文速递 Hugo zh-cn Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-task-aware-dual-level-self-supervised-learning/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-task-aware-dual-level-self-supervised-learning/ 音频事件检测 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-camod-causal-aware-modality-denoising-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-camod-causal-aware-modality-denoising-for/ 多模态对话意图识别 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dbft-sd-weakly-supervised-multimodal-detection-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dbft-sd-weakly-supervised-multimodal-detection-of/ 音频事件检测 | 8.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-event-classification-by-physics-informed/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-event-classification-by-physics-informed/ 音频事件检测 | 8.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fine-tuning-large-audio-language-models-with-lora/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fine-tuning-large-audio-language-models-with-lora/ 音频事件检测 | 6.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-havt-ivd-heterogeneity-aware-cross-modal-network/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-havt-ivd-heterogeneity-aware-cross-modal-network/ 音频事件检测 | 8.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hierarchical-activity-recognition-and-captioning/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hierarchical-activity-recognition-and-captioning/ 音频事件检测 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-114/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-114/ 共 21 篇 ICASSP 2026 音频事件检测 方向论文 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-anomalous-sound-detection-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-anomalous-sound-detection-with/ 音频事件检测 | 8.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-audio-event-recognition-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-audio-event-recognition-with/ 音频事件检测 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-influence-aware-curation-and-active-selection-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-influence-aware-curation-and-active-selection-for/ 音频事件检测 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-monitoring-exposure-length-variations-in/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-monitoring-exposure-length-variations-in/ 音频事件检测 | 6.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-more-than-a-shortcut-a-hyperbolic-approach-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-more-than-a-shortcut-a-hyperbolic-approach-to/ 音频事件检测 | 8.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-phase-space-signal-processing-of-acoustic-data/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-phase-space-signal-processing-of-acoustic-data/ 音频事件检测 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rasd-sr-a-robust-anomalous-sound-detection/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rasd-sr-a-robust-anomalous-sound-detection/ 异常声音检测 | 8.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-refgen-reference-guided-synthetic-data-generation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-refgen-reference-guided-synthetic-data-generation/ 音频事件检测 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-representation-based-data-quality-audits-for-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-representation-based-data-quality-audits-for-audio/ 数据集 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-seld-moha-a-fine-tuning-method-with-the-mixture/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-seld-moha-a-fine-tuning-method-with-the-mixture/ 音频事件检测 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-shared-representation-learning-for-reference/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-shared-representation-learning-for-reference/ 音频事件检测 | 8.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sonar-self-distilled-continual-pre-training-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sonar-self-distilled-continual-pre-training-for/ 音频事件检测 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-task-oriented-sound-privacy-preservation-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-task-oriented-sound-privacy-preservation-for/ 音频事件检测 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-temporally-heterogeneous-graph-contrastive/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-temporally-heterogeneous-graph-contrastive/ 音频事件检测 | 8.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tldiffgan-a-latent-diffusion-gan-framework-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tldiffgan-a-latent-diffusion-gan-framework-with/ 音频事件检测 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-toward-faithful-explanations-in-acoustic-anomaly/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-toward-faithful-explanations-in-acoustic-anomaly/ 音频事件检测 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-triad-tri-head-with-auxiliary-duplicating/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-triad-tri-head-with-auxiliary-duplicating/ 音频事件检测 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-usvexplorer-robust-detection-of-ultrasonic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-usvexplorer-robust-detection-of-ultrasonic/ 音频事件检测 | 8.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-27-earable-platform-with-integrated-simultaneous-eeg/ Mon, 27 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-27-earable-platform-with-integrated-simultaneous-eeg/ 音频事件检测 | 5.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-22-disentangling-damage-from-operational-variability/ Wed, 22 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-22-disentangling-damage-from-operational-variability/ 本文针对结构健康监测中损伤信号易被环境与操作变异掩盖的核心挑战，提出了一种**无标签、自监督的解缠表示学习框架**。该框架采用双流自编码器架构，通过**时间序列重构损失**确保信息完整性，并利用**VICReg自监督损失**（基于假设损伤状态不变的基线期数据）强制损伤敏感表征（`z_dmg`）对操作 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-sky-ear-an-unmanned-aerial-vehicle-enabled-victim/ Sun, 19 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-sky-ear-an-unmanned-aerial-vehicle-enabled-victim/ 本文针对无人机搜救任务中视觉系统受遮蔽、能耗高的问题，提出了一个名为“Sky-Ear”的音频驱动受害者检测与定位系统。核心方法是设计了一个基于环形麦克风阵列的两阶段处理框架：在“哨兵阶段”，系统利用单 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-spotsound-enhancing-large-audio-language-models/ Sun, 19 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-spotsound-enhancing-large-audio-language-models/ 本文旨在解决大型音频语言模型在**细粒度音频事件时间定位**上的不足。现有模型因训练数据缺乏精确时间戳、基准测试过于简单，导致在长音频中定位短暂事件（“大海捞针”）时表现不可靠。为此，作者提出了**S https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-towards-fine-grained-temporal-perception-post/ Sun, 19 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-towards-fine-grained-temporal-perception-post/ 这篇论文旨在解决大型音频语言模型（LALM）在细粒度时间感知（如精确定位声音事件的起止时间）上的不足。作者提出了**TimePro-RL**框架，其核心是两步走策略：首先，提出**音频侧时间提示（AS https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-transformer-based-machine-fault-detection-from/ Sun, 19 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-transformer-based-machine-fault-detection-from/ 本文旨在探讨基于Transformer的架构在机器故障音频检测任务上相对于传统卷积神经网络（CNN）的潜在优势。**要解决的问题**是传统CNN在处理频谱图时固有的局部性和平移不变性等归纳偏置，可能并