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A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook
音频大模型 | 6.2/10
音频大模型
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Heterogeneity-Aware Dataset Scheduling for Efficient Audio Large Language Model Training
音频问答 | 7.0/10
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Instrumental Text-to-Music Generation with Auxiliary Conditioning Branches
音乐生成 | 8.4/10
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Heterogeneity-Aware Dataset Scheduling for Efficient Audio Large Language Model Training
音频问答 | 7/10
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WavFlow: Audio Generation in Waveform Space
音频生成 | 6.7/10
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SpeakerLLM: A Speaker-Specialized Audio-LLM for Speaker Understanding and Verification Reasoning
说话人验证 | 7/10
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NAACA: Training-Free NeuroAuditory Attentive Cognitive Architecture with Oscillatory Working Memory for Salience-Driven Attention Gating
音频事件检测 | 7.0/10
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Task-Aware Answer Preservation under Audio Compression for Large Audio Language Models
音频问答 | 6.5/10
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Benchmarking LLMs on the Massive Sound Embedding Benchmark (MSEB)
音频分类 | 7.0/10
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VocalParse: Towards Unified and Scalable Singing Voice Transcription with Large Audio Language Models
音乐转录 | 7.0/10
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Khala: Scaling Acoustic Token Language Models Toward High-Fidelity Music Generation
音乐生成 | 7.5/10
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AudioTrust: Benchmarking The Multifaceted Trustworthiness of Audio Large Language Models
基准测试 | 7.5/10
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AudioX: A Unified Framework for Anything-to-Audio Generation
音频生成 | 7.5/10
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Echo: Towards Advanced Audio Comprehension via Audio-Interleaved Reasoning
音频问答 | 8.5/10
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EchoMind: An Interrelated Multi-level Benchmark for Evaluating Empathetic Speech Language Models
基准测试 | 7.0/10
论文解读
Incentivizing Consistent, Effective and Scalable Reasoning Capability in Audio LLMs via Reasoning Process Rewards
音频问答 | 8.5/10
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JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language Models
音频安全 | 8.0/10
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Measuring Audio's Impact on Correctness: Audio-Contribution-Aware Post-Training of Large Audio Language Models
音频问答 | 7.5/10
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Music Flamingo: Scaling Music Understanding in Audio Language Models
音乐理解 | 7.5/10
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OWL : Geometry-Aware Spatial Reasoning for Audio Large Language Models
空间音频 | 8.0/10