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CoughSense: Five-Class Respiratory Disease Classification via Whisper Encoder Fine-Tuning and Dual-Encoder Cross-Attention Fusion with Balanced Contrastive Learning
数据增强 | 9.1/10
领域适应
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Context-aware child-directed speech detection from long-form recordings
自监督学习 | 8.5/10
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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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Cost-Effective Model Evaluation with Meta-Learning
迁移学习 | 5.4/10
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A strongly annotated passive acoustic dataset for tropical bird monitoring
生物声学 | 7.2/10
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CoarseSoundNet: Building a reliable model for ecological soundscape analysis
音频分类 | 8.5/10
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Ordering Matters: Rank-Aware Selective Fusion for Blended Emotion Recognition
多模态情感识别 | 5.0/10
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DASM: Domain-Aware Sharpness Minimization for Multi-Domain Voice Stream Steganalysis
语音伪造检测 | 7/10
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PAREDA: A Multi-Accent Speech Dataset of Natural Language Processing Research Discussions
语音数据集 | 6.5/10
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Refining Pseudo-Audio Prompts with Speech-Text Alignment for Text-Only Domain Adaptation in LLM-Based ASR
语音识别 | 7.5/10
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Rethinking Entropy Minimization in Test-Time Adaptation for Autoregressive Models
语音识别 | 6.0/10
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Empirical Study of Pop and Jazz Mix Ratios for Genre-Adaptive Chord Generation
音乐生成 | 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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DECKER: Domain-invariant Embedding for Cross-Keyboard Extraction and Recognition
音频安全 | 7.5/10
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MultiSense-Pneumo: A Multimodal Learning Framework for Pneumonia Screening in Resource-Constrained Settings
肺炎筛查 | 6.5/10
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NH-CROP: Robust Pricing for Governed Language Data Assets under Cost Uncertainty
强化学习 | 7.5/10
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Tibetan-TTS:Low-Resource Tibetan Speech Synthesis with Large Model Adaptation
语音合成 | 7.0/10
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LASE: Language-Adversarial Speaker Encoding for Indic Cross-Script Identity Preservation
说话人验证 | 8.5/10
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Dual-LoRA: Parameter-Efficient Adversarial Disentanglement for Cross-Lingual Speaker Verification
说话人验证 | 7.0/10
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One Voice, Many Tongues: Cross-Lingual Voice Cloning for Scientific Speech
语音克隆 | 8.0/10