Cover Image

The Interspeech 2026 Audio Reasoning Challenge: Evaluating Reasoning Process Quality for Audio Reasoning Models and Agents

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ma, Ziyang, Xu, Ruiyang, Ma, Yinghao, Yang, Chao-Han Huck, Li, Bohan, Kim, Jaeyeon, Xu, Jin, Li, Jinyu, Busso, Carlos, Yu, Kai, Chng, Eng Siong, Chen, Xie
Format:	Preprint
Published:	2026
Subjects:	Sound Computation and Language Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix
by: Ma, Ziyang, et al.
Published: (2025)

SLAM-LLM: A Modular, Open-Source Multimodal Large Language Model Framework and Best Practice for Speech, Language, Audio and Music Processing
by: Ma, Ziyang, et al.
Published: (2026)

Listen, Pause, and Reason: Toward Perception-Grounded Hybrid Reasoning for Audio Understanding
by: Wang, Jieyi, et al.
Published: (2026)

AV-EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Omni-modal LLMS with Audio-visual Cues
by: Zhou, Dingkun, et al.
Published: (2025)

Multi-Domain Audio Question Answering Benchmark Toward Acoustic Content Reasoning
by: Yang, Chao-Han Huck, et al.
Published: (2025)

Hearing from Silence: Reasoning Audio Descriptions from Silent Videos via Vision-Language Model
by: Ren, Yong, et al.
Published: (2025)

An Evaluation of Interleaved Instruction Tuning on Semantic Reasoning Performance in an Audio MLLM
by: Liu, Jiawei, et al.
Published: (2025)

Omni-Captioner: Data Pipeline, Models, and Benchmark for Omni Detailed Perception
by: Ma, Ziyang, et al.
Published: (2025)

SarcasmMiner: A Dual-Track Post-Training Framework for Robust Audio-Visual Sarcasm Reasoning
by: Li, Zhu, et al.
Published: (2026)

Audio ControlNet for Fine-Grained Audio Generation and Editing
by: Zhu, Haina, et al.
Published: (2026)

SoundMind: RL-Incentivized Logic Reasoning for Audio-Language Models
by: Diao, Xingjian, et al.
Published: (2025)

Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models
by: Xie, Zhifei, et al.
Published: (2025)

Delayed Commitment for Representation Readiness in Stage-wise Audio-Visual Learning
by: Xu, Xinmeng, et al.
Published: (2026)

AVRT: Audio-Visual Reasoning Transfer through Single-Modality Teachers
by: Araujo, Edson, et al.
Published: (2026)

MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio
by: Li, Qingcao, et al.
Published: (2026)

AHA: Aligning Large Audio-Language Models for Reasoning Hallucinations via Counterfactual Hard Negatives
by: Chen, Yanxi, et al.
Published: (2025)

Audio-Language Models for Audio-Centric Tasks: A Systematic Survey
by: Su, Yi, et al.
Published: (2025)

DreamFoley: Scalable VLMs for High-Fidelity Video-to-Audio Generation
by: Li, Fu, et al.
Published: (2025)

Generative Audio Extension and Morphing
by: Seetharaman, Prem, et al.
Published: (2026)

Pay More Attention To Audio: Mitigating Imbalance of Cross-Modal Attention in Large Audio Language Models
by: Wang, Junyu, et al.
Published: (2025)

MTAVG-Bench: A Diagnostic Benchmark for Multi-Talker Dialogue-Centric Audio-Video Generation
by: Zhou, Yang-Hao, et al.
Published: (2026)

Audio-Visual Speaker Tracking: Progress, Challenges, and Future Directions
by: Zhao, Jinzheng, et al.
Published: (2023)

MMED: A Multimodal Micro-Expression Dataset based on Audio-Visual Fusion
by: Wang, Junbo, et al.
Published: (2025)

SpotSound: Enhancing Large Audio-Language Models with Fine-Grained Temporal Grounding
by: Sun, Luoyi, et al.
Published: (2026)

Audio-Visual Separation with Hierarchical Fusion and Representation Alignment
by: Hu, Han, et al.
Published: (2025)

MusiCRS: Benchmarking Audio-Centric Conversational Recommendation
by: Surana, Rohan, et al.
Published: (2025)

OmniCustom: Sync Audio-Video Customization Via Joint Audio-Video Generation Model
by: Li, Maomao, et al.
Published: (2026)

MeMo: Attentional Momentum for Real-time Audio-visual Speaker Extraction under Impaired Visual Conditions
by: Li, Junjie, et al.
Published: (2025)

Enkidu: Universal Frequential Perturbation for Real-Time Audio Privacy Protection against Voice Deepfakes
by: Feng, Zhou, et al.
Published: (2025)

AudioSetMix: Enhancing Audio-Language Datasets with LLM-Assisted Augmentations
by: Xu, David
Published: (2024)

Manipulated Regions Localization For Partially Deepfake Audio: A Survey
by: He, Jiayi, et al.
Published: (2025)

AudioStory: Generating Long-Form Narrative Audio with Large Language Models
by: Guo, Yuxin, et al.
Published: (2025)

The Interspeech 2026 Audio Encoder Capability Challenge for Large Audio Language Models
by: Dinkel, Heinrich, et al.
Published: (2026)

RAVSS: Robust Audio-Visual Speech Separation in Multi-Speaker Scenarios with Missing Visual Cues
by: Pan, Tianrui, et al.
Published: (2024)

From Talking to Singing: A New Challenge for Audio-Visual Deepfake Detection
by: Liu, Ke, et al.
Published: (2026)

3MDiT: Unified Tri-Modal Diffusion Transformer for Text-Driven Synchronized Audio-Video Generation
by: Li, Yaoru, et al.
Published: (2025)

Rhythmic Foley: A Framework For Seamless Audio-Visual Alignment In Video-to-Audio Synthesis
by: Huang, Zhiqi, et al.
Published: (2024)

Revise, Reason, and Recognize: LLM-Based Emotion Recognition via Emotion-Specific Prompts and ASR Error Correction
by: Li, Yuanchao, et al.
Published: (2024)

Cross-Modality and Within-Modality Regularization for Audio-Visual DeepFake Detection
by: Zou, Heqing, et al.
Published: (2024)