论文解读
UniVerse: Benchmarking and Enhancing LALMs on Culturally Inclusive Low-Resource Music Understanding
音乐理解 | 7.1/10
音频大模型
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ACE-Cap: Active Evidence Acquisition via Agentic Co-Evolution for Long-Paragraph Fine-Grained Audio Captioning
音频字幕生成 | 7.5/10
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ARENA: Automated Red-Teaming for Large Audio Language Models
音频理解 | 6.5/10
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Listen, Reason, and Segment: Aligning LALMs with Editorial Judgment for Media Chapterization
音频理解 | 6.8/10
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MuseCritic: Learning Multi-Aspect Song Rewards through Natural-Language Aesthetic Critiques
音频质量评估 | 6.5/10
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Qwen-MusicAVQA-7B: A Multimodal Model for Music Audio-Visual QA
音视频问答 | 6.6/10
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Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models
语音交互 | 5.4/10
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From Inaudible Inputs to Model Failures: Low-Frequency Safety Risks in LALMs
音频理解 | 7.4/10
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Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis
音频交互 | 7.0/10
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Summary of DCASE 2026 Task 5: Audio-Dependent Question Answering
音频理解 | 5.4/10
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An Audio Language Model-Based Voice Concept Bottleneck Framework for Interpretable Health Assessment
语音质量评估 | 6.2/10
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SALMONN-2: Advancing General-Purpose Hearing Abilities with Self-Supervised Representations
音频理解 | 9.4/10
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Large Audio Language Models for Spoofing-Aware Speaker Verification
语音伪造检测 | 6.2/10
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Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation
语音质量评估 | 8.2/10
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Improving Text-to-Audio Instruction Following via Fine-Grained Feedback from Audio-Aware Large Language Models
音频生成 | 7.2/10
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BackgroundMellow: A Multi-Modal Cohesive Framework for Narrative-Driven Rich Cinematic Soundscape Generation
音频生成 | 7.4/10
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Encoder-Side Neuron Identification and Amplification for Acoustic Perception in Large Audio-Language Models
音频理解 | 6.4/10
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Dual-BEATs: Unlocking Zero-Shot Stereo Audio Perception in Audio Large Language Models via Dithering
多模态模型 | 7.1/10
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A Reliability Assessment of LALM Audio Judges for Full-Duplex Voice Agents
语音质量评估 | 7.1/10
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AuTAgent: A Reinforcement Learning Framework for Tool-Augmented Audio Reasoning
音频理解 | 6.2/10