论文解读
ECHO: Frequency-Aware Hierarchical Encoding for Variable-Length Signals
音频分类 | 9.5/10
音频大模型
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Emo-TTA: Improving Test-Time Adaptation of Audio-Language Models for Speech Emotion Recognition
语音情感识别 | 7.0/10
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Emotional Damage: Investigating Safety Vulnerabilities of Large Audio-Language Models Under Speaker Emotional Variations
音频安全 | 7.5/10
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Evaluating Compositional Structure in Audio Representations
模型评估 | 7.0/10
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Exploring How Audio Effects Alter Emotion with Foundation Models
音乐理解 | 7.0/10
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From Contrast to Commonality: Audio Commonality Captioning for Enhanced Audio-Text Cross-Modal Understanding in Multimodal LLMS
音频场景理解 | 7.5/10
会议任务专题
ICASSP 2026 - 音频大模型
共 1 篇 ICASSP 2026 音频大模型 方向论文
论文解读
Improving Audio Question Answering with Variational Inference
音频问答 | 7.5/10
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Investigating Modality Contribution in Audio LLMs for Music
模型评估 | 6.5/10
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Keeping Models Listening: Segment- and time-aware attention rescaling at decoding time
音频问答 | 7.5/10
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Modeling Inter-Segment Relationships in Speech for Dementia Detection with Audio Spectrogram Transformers and Graph Attention Networks
语音生物标志物 | 7.0/10
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MSF-SER: Enriching Acoustic Modeling with Multi-Granularity Semantics for Speech Emotion Recognition
语音情感识别 | 7.5/10
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Multimodal LLMs as Expert Speech Annotators: Acoustic Macro-Descriptors for Parkinson's Detection
语音生物标志物 | 6.5/10
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Scaling Ambiguity: Augmenting Human Annotation in Speech Emotion Recognition with Audio-Language Models
语音情感识别 | 6.5/10
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Segmentwise Pruning in Audio-Language Models
音频问答 | 7.0/10
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SONAR: Self-Distilled Continual Pre-Training for Domain Adaptive Audio Representation
音频事件检测 | 7.0/10
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Sparse Autoencoders Make Audio Foundation Models More Explainable
模型评估 | 6.5/10
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Teaching Audio Models to Reason: A Unified Framework for Source- and Layer-Wise Distillation
音频问答 | 7.0/10
论文解读
Temporal Distillation for Music Representation Learning
音乐信息检索 | 7.5/10
论文解读
Test-Time Scaling for Auditory Cognition in Audio Language Models
音频问答 | 7.0/10