论文解读
JavisDiT++: Unified Modeling and Optimization for Joint Audio-Video Generation
音视频 | 9.0/10
多模态模型
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JointAVBench: A Benchmark for Joint Audio-Visual Reasoning Evaluation
音视频联合推理 | 7.0/10
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LadderSym: A Multimodal Interleaved Transformer for Music Practice Error Detection
音乐理解 | 8.0/10
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LayerSync: Self-aligning Intermediate Layers
音频生成 | 7.5/10
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Learning multimodal dictionary decompositions with group-sparse autoencoders
跨模态检索 | 7.5/10
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LLM2Fx-Tools: Tool Calling for Music Post-Production
音乐信息检索 | 7.0/10
论文解读
MARS-Sep: Multimodal-Aligned Reinforced Sound Separation
语音分离 | 7.5/10
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MCIF: Multimodal Crosslingual Instruction-Following Benchmark from Scientific Talks
基准测试 | 8.5/10
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MIAM: Modality Imbalance-Aware Masking for Multimodal Ecological Applications
生态计算 | 8.5/10
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MindMix: A Multimodal Foundation Model for Auditory Perception Decoding via Deep Neural-Acoustic Alignment
音频分类 | 9.0/10
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MMAudio-LABEL: Audio Event Labeling via Audio Generation for Silent Video
音频生成 | 7.5/10
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NExT-OMNI: Towards Any-to-Any Omnimodal Foundation Models with Discrete Flow Matching
多模态模型 | 8.0/10
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Omni-Captioner: Data Pipeline, Models, and Benchmark for Omni Detailed Perception
音频场景理解 | 7.5/10
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Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences
基准测试 数据集 | 8.0/10
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OmniCVR: A Benchmark for Omni-Composed Video Retrieval with Vision, Audio, and Text
音频检索 | 7.0/10
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OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs
基准测试 | 8.5/10
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OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM
多模态模型 | 7.5/10
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OptMerge: Unifying Multimodal LLM Capabilities and Modalities via Model Merging
模型比较 | 7.0/10
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Query-Guided Spatial–Temporal–Frequency Interaction for Music Audio–Visual Question Answering
音频问答 | 8.0/10
论文解读
Resp-Agent: An Agent-Based System for Multimodal Respiratory Sound Generation and Disease Diagnosis
音频分类 | 9.0/10