Copertina

Audio-DeepThinker: Progressive Reasoning-Aware Reinforcement Learning for High-Quality Chain-of-Thought Emergence in Audio Language Models

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	He, Xiang, Li, Chenxing, Wang, Jinting, Rong, Yan, Xie, Tianxin, Wang, Wenfu, Liu, Li, Yu, Dong
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Sound Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Audio-Thinker: Guiding Audio Language Model When and How to Think via Reinforcement Learning
di: Wu, Shu, et al.
Pubblicazione: (2025)

AudioGenie-Reasoner: A Training-Free Multi-Agent Framework for Coarse-to-Fine Audio Deep Reasoning
di: Rong, Yan, et al.
Pubblicazione: (2025)

SemanticVocoder: Bridging Audio Generation and Audio Understanding via Semantic Latents
di: Xie, Zeyu, et al.
Pubblicazione: (2026)

Thinking with Sound: Audio Chain-of-Thought Enables Multimodal Reasoning in Large Audio-Language Models
di: Xiong, Zhen, et al.
Pubblicazione: (2025)

PhyAVBench: A Challenging Audio Physics-Sensitivity Benchmark for Physically Grounded Text-to-Audio-Video Generation
di: Xie, Tianxin, et al.
Pubblicazione: (2025)

Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model
di: Ma, Ziyang, et al.
Pubblicazione: (2025)

SRC-gAudio: Sampling-Rate-Controlled Audio Generation
di: Li, Chenxing, et al.
Pubblicazione: (2024)

AudioRAG+: Feedback-driven Retrieval-augmented Audio Generation with Large Audio Language Models
di: Zhao, Junqi, et al.
Pubblicazione: (2025)

VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents
di: Hu, Jiliang, et al.
Pubblicazione: (2025)

GACA-DiT: Diffusion-based Dance-to-Music Generation with Genre-Adaptive Rhythm and Context-Aware Alignment
di: Wang, Jinting, et al.
Pubblicazione: (2025)

DegDiT: Controllable Audio Generation with Dynamic Event Graph Guided Diffusion Transformer
di: Liu, Yisu, et al.
Pubblicazione: (2025)

When Audio Generators Become Good Listeners: Generative Features for Understanding Tasks
di: Xie, Zeyu, et al.
Pubblicazione: (2025)

Boosting ASR Robustness via Test-Time Reinforcement Learning with Audio-Text Semantic Rewards
di: Fang, Linghan, et al.
Pubblicazione: (2026)

EmotionThinker: Prosody-Aware Reinforcement Learning for Explainable Speech Emotion Reasoning
di: Wang, Dingdong, et al.
Pubblicazione: (2026)

AudioGenie: A Training-Free Multi-Agent Framework for Diverse Multimodality-to-Multiaudio Generation
di: Rong, Yan, et al.
Pubblicazione: (2025)

EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer
di: Hai, Jiarui, et al.
Pubblicazione: (2024)

Audio Language Model for Deepfake Detection Grounded in Acoustic Chain-of-Thought
di: Chen, Runkun, et al.
Pubblicazione: (2026)

Interpretable Audio Editing Evaluation via Chain-of-Thought Difference-Commonality Reasoning with Multimodal LLMs
di: Jia, Yuhang, et al.
Pubblicazione: (2025)

The Interspeech 2026 Audio Reasoning Challenge: Evaluating Reasoning Process Quality for Audio Reasoning Models and Agents
di: Ma, Ziyang, et al.
Pubblicazione: (2026)

Separate First, Fuse Later: Mitigating Cross-Modal Interference in Audio-Visual LLMs Reasoning with Modality-Specific Chain-of-Thought
di: Li, Xuanchen, et al.
Pubblicazione: (2026)

Video-to-Audio Generation with Fine-grained Temporal Semantics
di: Hu, Yuchen, et al.
Pubblicazione: (2024)

Covo-Audio Technical Report
di: Wang, Wenfu, et al.
Pubblicazione: (2026)

Audio Flamingo Sound-CoT Technical Report: Improving Chain-of-Thought Reasoning in Sound Understanding
di: Kong, Zhifeng, et al.
Pubblicazione: (2025)

StyleBreak: Revealing Alignment Vulnerabilities in Large Audio-Language Models via Style-Aware Audio Jailbreak
di: Li, Hongyi, et al.
Pubblicazione: (2025)

Jointly Recognizing Speech and Singing Voices Based on Multi-Task Audio Source Separation
di: Bai, Ye, et al.
Pubblicazione: (2024)

AuTAgent: A Reinforcement Learning Framework for Tool-Augmented Audio Reasoning
di: Tong, Siqian, et al.
Pubblicazione: (2026)

AudSemThinker: Enhancing Audio-Language Models through Reasoning over Semantics of Sound
di: Wijngaard, Gijs, et al.
Pubblicazione: (2025)

Resonate: Reinforcing Text-to-Audio Generation via Online Feedback from Large Audio Language Models
di: Li, Xiquan, et al.
Pubblicazione: (2026)

EmoSteer-TTS: Fine-Grained and Training-Free Emotion-Controllable Text-to-Speech via Activation Steering
di: Xie, Tianxin, et al.
Pubblicazione: (2025)

PrismAudio: Decomposed Chain-of-Thoughts and Multi-dimensional Rewards for Video-to-Audio Generation
di: Liu, Huadai, et al.
Pubblicazione: (2025)

ThinkSound: Chain-of-Thought Reasoning in Multimodal Large Language Models for Audio Generation and Editing
di: Liu, Huadai, et al.
Pubblicazione: (2025)

AudioRAG: A Challenging Benchmark for Audio Reasoning and Information Retrieval
di: Lin, Jingru, et al.
Pubblicazione: (2026)

UniCUE: Unified Recognition and Generation Framework for Chinese Cued Speech Video-to-Speech Generation
di: Wang, Jinting, et al.
Pubblicazione: (2025)

Audio-Guided Dynamic Modality Fusion with Stereo-Aware Attention for Audio-Visual Navigation
di: Li, Jia, et al.
Pubblicazione: (2025)

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection
di: Fu, Ruibo, et al.
Pubblicazione: (2025)

ChronosAudio: A Comprehensive Long-Audio Benchmark for Evaluating Audio-Large Language Models
di: Luo, Kaiwen, et al.
Pubblicazione: (2026)

Interpretable All-Type Audio Deepfake Detection with Audio LLMs via Frequency-Time Reinforcement Learning
di: Xie, Yuankun, et al.
Pubblicazione: (2026)

CosyAudio: Improving Audio Generation with Confidence Scores and Synthetic Captions
di: Zhu, Xinfa, et al.
Pubblicazione: (2025)

Streaming Audio Transformers for Online Audio Tagging
di: Dinkel, Heinrich, et al.
Pubblicazione: (2023)

Prompt-guided Precise Audio Editing with Diffusion Models
di: Xu, Manjie, et al.
Pubblicazione: (2024)