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EXAM²: Extending Audio Understanding in Multilingual and Multimodal Analysis
音频理解 | 8.7/10
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FireRedAudio: A General-Purpose Audio Language Model with Decoupled Continuous Representations for Understanding and Generation
音频理解 | 8.7/10
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Lost in Speech: Trilingual Spoken Hallucination Detection Across Audio and Transcripts
音频理解 | 8.2/10
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SonarLLM: A Native Sonar--Optical Multimodal Large Language Model for Underwater Perception
音频理解 | 8.0/10
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Speech-to-SOAP: End-to-End Summarization of Medical Dialogues: KIT@BeTraC 2026
音频理解 | 7.7/10
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Weakly Supervised Seafloor Segmentation for Seagrass Habitat Mapping in Side-Scan Sonar Imagery
音频理解 | 8.1/10
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Better Retrieval, Worse Robustness: How Multi-hop RAG Amplifies Upstream ASR Errors
音频理解 | 9.1/10
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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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Does Mapping Non-Maximal Probabilities to GMM Components Matter for S-JEPA Encoder Representations?
音频理解 | 5.6/10
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Hear2Act: Benchmarking When Prosody Should Change What an Assistant Does
语音交互 | 6.4/10
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Listening Forward: Next Patch Embedding Prediction Enables Scalable Audio Learners
音频理解 | 8.8/10
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Represented but Ignored: A Causal Account of Prosodic Underuse in Audio-Language Models
音频理解 | 7.2/10
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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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Mitigating Spectral Bias in Neural Operators for Underwater Transmission Loss Prediction
音频理解 | 7.3/10
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Nine Emotion Centroids: A Label-Free Valence Axis That Transfers Across Four Modalities
音频理解 | 7.5/10
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SpeechSense: A Paralinguistic-Focused Dataset for Fine-Grained Speech Sentiment Analysis
语音情感识别 | 8.5/10
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Uncertainty-Aware Decision Making in Multimodal Large Language Models
音频理解 | 6.8/10
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ARENA: Automated Red-Teaming for Large Audio Language Models
音频理解 | 6.5/10