论文解读
同样的两段声音，为何转写稳得住、问答就垮掉？
音频理解 | 6.1/10
音频理解
论文解读
咳嗽不是噪声：让对话智能体在轮次间听见呼吸
音频事件检测 | 6.4/10
论文解读
Omni 不等于会选：当模型被要求用对的模态回答
音视频理解 | 7.8/10
论文解读
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
论文解读
Don't Just Listen, Try Planning: Graph-based Retrieval-Generation Agent for Long-form Audio Meeting Understanding
音频理解 | 7.8/10
论文解读
EXAM²: Extending Audio Understanding in Multilingual and Multimodal Analysis
音频理解 | 8.7/10
论文解读
FireRedAudio: A General-Purpose Audio Language Model with Decoupled Continuous Representations for Understanding and Generation
音频理解 | 8.7/10
论文解读
Lost in Speech: Trilingual Spoken Hallucination Detection Across Audio and Transcripts
音频理解 | 8.2/10
论文解读
SonarLLM: A Native Sonar--Optical Multimodal Large Language Model for Underwater Perception
音频理解 | 8.0/10
论文解读
Speech-to-SOAP: End-to-End Summarization of Medical Dialogues: KIT@BeTraC 2026
音频理解 | 7.7/10
论文解读
Weakly Supervised Seafloor Segmentation for Seagrass Habitat Mapping in Side-Scan Sonar Imagery
音频理解 | 8.1/10
论文解读
Better Retrieval, Worse Robustness: How Multi-hop RAG Amplifies Upstream ASR Errors
音频理解 | 9.1/10
论文解读
MetaSICL: Globalizing Auditory LLMs for Underserved Speakers and Languages via Meta Speech In-Context Learning
音频理解 | 8.0/10
论文解读
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
论文解读
Reasoning-Oriented Post-Training and Inference-Time LoRA Rescaling for Audio-Dependent Question Answering
音频理解 | 8.3/10
论文解读
Does Mapping Non-Maximal Probabilities to GMM Components Matter for S-JEPA Encoder Representations?
音频理解 | 5.6/10
论文解读
Hear2Act: Benchmarking When Prosody Should Change What an Assistant Does
语音交互 | 6.4/10
论文解读
Listening Forward: Next Patch Embedding Prediction Enables Scalable Audio Learners
音频理解 | 8.8/10
论文解读
Represented but Ignored: A Causal Account of Prosodic Underuse in Audio-Language Models
音频理解 | 7.2/10
论文解读
Alignment Is All You Need: Instruction-Free Training for General Audio-Language Models
音频理解 | 8.0/10