论文解读
Omni-Captioner: Data Pipeline, Models, and Benchmark for Omni Detailed Perception
音频场景理解 | 9.0/10
多模态模型
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Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences
多模态模型 | 8.5/10
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OmniCVR: A Benchmark for Omni-Composed Video Retrieval with Vision, Audio, and Text
音频检索 | 8.5/10
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OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs
基准测试 | 7.8/10
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OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM
音频问答 | 8.0/10
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OptMerge: Unifying Multimodal LLM Capabilities and Modalities via Model Merging
多模态模型 | 8.0/10
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PrismAudio: Decomposed Chain-of-Thought and Multi-dimensional Rewards for Video-to-Audio Generation
音频生成 | 7.0/10
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Query-Guided Spatial–Temporal–Frequency Interaction for Music Audio–Visual Question Answering
音频问答 | 7.0/10
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Resp-Agent: An Agent-Based System for Multimodal Respiratory Sound Generation and Disease Diagnosis
音频分类 | 8.5/10
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RoboOmni: Proactive Robot Manipulation in Omni-modal Context
语音对话系统 | 8.5/10
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Scalable Multilingual Multimodal Machine Translation with Speech-Text Fusion
语音翻译 | 8.0/10
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Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory
音频问答 | 8.0/10
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SpeakerVid-5M: A Large-Scale High-Quality Dataset for Audio-Visual Dyadic Interactive Human Generation
数据集 | 7.5/10
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Speech-to-LaTeX: New Models and Datasets for Converting Spoken Equations and Sentences
语音识别 | 8.5/10
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Stable Video Infinity: Infinite-Length Video Generation with Error Recycling
视频生成 | 8.8/10
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STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence
音频问答 | 8.5/10
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The Deleuzian Representation Hypothesis
模型评估 | 7.5/10
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TINY BUT MIGHTY: A SOFTWARE-HARDWARE CO- DESIGN APPROACH FOR EFFICIENT MULTIMODAL IN- FERENCE ON BATTERY-POWERED SMALL DEVICES
多模态模型 | 7.0/10
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TRIBE: TRImodal Brain Encoder for whole-brain fMRI response prediction
脑编码 | 7.5/10
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TripleSumm: Adaptive Triple-Modality Fusion for Video Summarization
视频摘要 | 8.0/10