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Parameter-efficient Dual-encoder Architecture with Differentiable Choquet Integral Fusion for Underwater Acoustic Classification
音频分类 | 6.4/10
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- 声学场景分类 直接 15 篇 · 含子树 15 篇
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几何主导下如何减出材料：GaMi 的跨模态相减式解耦
针对几何变化压制材料特征的问题，GaMi 用共位毫米波与声学的共享几何一致性做对齐-校准-相减解耦，并以样本间对比抑制残差，在 20 类材料上以 95.2% 的总体准确率显著优于单模态基线，代价是需双模态同步采集与多目标联合训练。
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ChildVox: A Speech, Audio, and Large Audio-Language Model Benchmark in Understanding and Characterizing Sound across Childhood
语音识别 | 8/10
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Mitigating Stethoscope-Induced Shortcuts in Respiratory Sound Classification under Federated Domain Generalization with Causality-Inspired Interventions
音频分类 | 8.5/10
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Evaluating the Temporal Detection Capability of Integrated Gradients Applied on Sound Classifier
音频分类 | 10/10
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CoarseSoundNet: Building a reliable model for ecological soundscape analysis
音频分类 | 8.5/10
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EnvTriCascade: An Environment-Aware Tri-Stage Cascaded Framework for ESDD2 2026 Challenge
音频深度伪造检测 | 5.3/10
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Beyond Content: A Comprehensive Speech Toxicity Dataset and Detection Framework Incorporating Paralinguistic Cues
音频分类 | 6.5/10
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Scalable neuromorphic computing from autonomous spiking dynamics in a clockless reconfigurable chip
音频分类 | 7.8/10
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AudioMosaic: Contrastive Masked Audio Representation Learning
音频分类 | 7.3/10
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Masked Autoencoders with Limited Data: Does It Work? A Fine-Grained Bioacoustics Case Study
音频分类 | 5.5/10
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Does language matter for spoken word classification? A multilingual generative meta-learning approach
音频分类 | 6.0/10
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Scaling few-shot spoken word classification with generative meta-continual learning
音频分类 | 7.0/10
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APEX: Audio Prototype EXplanations for Classification Tasks
音频分类 | 6.2/10
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Benchmarking LLMs on the Massive Sound Embedding Benchmark (MSEB)
音频分类 | 7.0/10
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Hearing the Ocean: Bio-inspired Gammatone-CNN framework for Robust Underwater Acoustic Target Classification
音频分类 | 7.5/10
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OceanPile: A Large-Scale Multimodal Ocean Corpus for Foundation Models
音频分类 | 7.5/10
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Smart Passive Acoustic Monitoring: Embedding a Classifier on AudioMoth Microcontroller
生物声学 | 7.5/10
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HARMES: A Multi-Modal Dataset for Wearable Human Activity Recognition with Motion, Environmental Sensing and Sound
音频分类 | 8.0/10
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Integrating acoustic tapping with a UAV platform for tile condition classification
音频分类 | 7.5/10