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把混音师的耳朵写成奖励：SPHERE 如何让 3B 音频语言模型学会摆位
音乐生成 | 6.9/10
音频大模型
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波形有用，不等于必须调用生成式音频模型
音频分类 | 6.0/10
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当文字说得太漂亮，声音却在摇头：如何让模型听出言外之意
语音交互 | 6.6/10
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别把中层热图当读心术：音频 LLM 的工作空间究竟替谁完成了推理
音频理解 | 6.6/10
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MetaSICL: Globalizing Auditory LLMs for Underserved Speakers and Languages via Meta Speech In-Context Learning
音频理解 | 8.0/10
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MRMAD: A Multi-Round Multi-Audio Benchmark for Evaluating Acoustic Degradation Perception in Large Audio-Language Models
音频质量评估 | 8.9/10
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Reasoning-Oriented Post-Training and Inference-Time LoRA Rescaling for Audio-Dependent Question Answering
音频理解 | 8.3/10
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Alignment Is All You Need: Instruction-Free Training for General Audio-Language Models
音频理解 | 8.0/10
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Multi-turn Conversational AI from Text to Multimodal Interaction: Data, Models, Evaluation, and Open Challenges
语音交互 | 6.5/10
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UniVerse: Benchmarking and Enhancing LALMs on Culturally Inclusive Low-Resource Music Understanding
音乐理解 | 7.1/10
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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