论文解读
Closing the Gap Between Text and Speech Understanding in LLMs
语音大模型 | 8.5/10
Iclr-2026
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Compose and Fuse: Revisiting the Foundational Bottlenecks in Multimodal Reasoning
多模态推理 | 7.5/10
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Confident and Adaptive Generative Speech Recognition via Risk Control
语音识别 | 7.5/10
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Continuous Audio Language Models
语音合成 | 7.0/10
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CTC-DRO: Robust Optimization for Reducing Language Disparities in Speech Recognition
语音识别 | 9.0/10
论文解读
Data-Centric Lessons To Improve Speech-Language Pretraining
语音问答 | 8.0/10
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Deep Learning with Learnable Product-Structured Activations
神经网络架构 | 8.0/10
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DiffSDA: Unsupervised Diffusion Sequential Disentanglement Across Modalities
序列解耦 | 8.0/10
论文解读
Discovering and Steering Interpretable Concepts in Large Generative Music Models
音乐生成 | 8.0/10
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DiVeQ: Differentiable Vector Quantization Using the Reparameterization Trick
生成模型 | 8.0/10
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DrVoice: Parallel Speech-Text Voice Conversation Model via Dual-Resolution Speech Representations
语音对话系统 | 9.5/10
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Echo: Towards Advanced Audio Comprehension via Audio-Interleaved Reasoning
音频问答 | 8.5/10
论文解读
EchoMind: An Interrelated Multi-level Benchmark for Evaluating Empathetic Speech Language Models
基准测试 | 7.0/10
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Efficient Audio-Visual Speech Separation with Discrete Lip Semantics and Multi-Scale Global-Local Attention
语音分离 | 7.5/10
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EmotionThinker: Prosody-Aware Reinforcement Learning for Explainable Speech Emotion Reasoning
语音情感识别 | 8.0/10
论文解读
End-to-end Listen, Look, Speak and Act
语音对话系统 | 8.5/10
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Entropy-Monitored Kernelized Token Distillation for Audio-Visual Compression
音视频事件检测 | 8.5/10
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FlexiCodec: A Dynamic Neural Audio Codec for Low Frame Rates
语音合成 | 9.0/10
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FlexiVoice: Enabling Flexible Style Control in Zero-Shot TTS with Natural Language Instructions
语音合成 | 8.0/10
论文解读
Flow2GAN: Hybrid Flow Matching and GAN with Multi-Resolution Network for Few-step High-Fidelity Audio Generation
音频生成 | 8.0/10