论文解读
Omni-Captioner: Data Pipeline, Models, and Benchmark for Omni Detailed Perception
音频场景理解 | 9.0/10
Iclr-2026
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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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OWL : Geometry-Aware Spatial Reasoning for Audio Large Language Models
空间音频 | 7.0/10
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PACE: Pretrained Audio Continual Learning
音频分类 | 8.5/10
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ParaS2S: Benchmarking and Aligning Spoken Language Models for Paralinguistic-aware Speech-to-Speech Interaction
语音对话系统 | 8.5/10
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Pay Attention to CTC: Fast and Robust Pseudo-Labelling for Unified Speech Recognition
语音识别 | 8.5/10
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Physics-Informed Audio-Geometry-Grid Representation Learning for Universal Sound Source Localization
声源定位 | 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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Scaling Speech Tokenizers with Diffusion Autoencoders
语音分词 | 7.5/10
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SCRAPL: Scattering Transform with Random Paths for Machine Learning
音频生成 | 8.5/10
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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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SmartDJ: Declarative Audio Editing with Audio Language Model
音频生成 | 7.5/10