论文解读
AVATAR: Audio-Visual Adaptive Fusion via Trained Agent Reinforcement for Multimodal Deepfake Detection
音频深度伪造检测 | 7.5/10
强化学习
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B-GRPO: Unsupervised Speech Emotion Recognition Based on Batched-Group Relative Policy Optimization
语音情感识别 | 6.5/10
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Cooperative Multi-Agent Reinforcement Learning for Adaptive Aggregation in Semi-Supervised Federated Learning with non-IID Data
联邦学习 | 7.0/10
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EMORL-TTS: Reinforcement Learning for Fine-Grained Emotion Control in LLM-based TTS
语音合成 | 8.5/10
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Emotion-Aligned Generation in Diffusion Text to Speech Models Via Preference-Guided Optimization
语音合成 | 8.0/10
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EmoTri-RL: Emotion- and Cause-Aware Reinforcement Learning for Multi-Modal Empathetic Dialogue
语音情感识别 | 7.0/10
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Enhancing Audio Question-Answering Performance Through Log-Likelihood Guided Reward Functions
音频问答 | 8.5/10
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FlowSE-GRPO: Training Flow Matching Speech Enhancement via Online Reinforcement Learning
语音增强 | 7.5/10
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Group Relative Policy Optimization for Text-to-Speech with Large Language Models
语音合成 | 8.0/10
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MECap-R1: Emotion-Aware Policy with Reinforcement Learning for Multimodal Emotion Captioning
语音情感识别 | 7.5/10
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Medical ASR Enhancement by Domain-Specific Reinforcement Fine-Tuning
语音识别 | 6.5/10
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MR-FlowDPO: Multi-Reward Direct Preference Optimization for Flow-Matching Text-to-Music Generation
音乐生成 | 7.5/10
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Nemotron 3 Nano Omni: Efficient and Open Multimodal Intelligence
多模态模型 | 8.5/10
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No Verifiable Reward for Prosody: Toward Preference-Guided Prosody Learning in TTS
语音合成 | 8.0/10
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PAC: Pronunciation-Aware Contextualized Large Language Model-Based Automatic Speech Recognition
语音识别 | 7.0/10
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RAS: a Reliability Oriented Metric for Automatic Speech Recognition
语音识别 | 7.5/10
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RLBR: Reinforcement Learning with Biasing Rewards for Contextual Speech Large Language Models
语音识别 | 8.0/10
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RRPO: Robust Reward Policy Optimization for LLM-Based Emotional TTS
语音合成 | 7.5/10
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Step-Audio-R1.5 Technical Report
语音对话系统 | 8.0/10
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SymphonyGen: 3D Hierarchical Orchestral Generation with Controllable Harmony Skeleton
音乐生成 | 7.5/10