Cover Image

AQA-TTRL: Self-Adaptation in Audio Question Answering with Test-Time Reinforcement Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Haoyu, Guo, Jiaxian, Iwasawa, Yusuke, Matsuo, Yutaka
Format:	Preprint
Published:	2025
Subjects:	Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Data-Balanced Curriculum Learning for Audio Question Answering
by: Wijngaard, Gijs, et al.
Published: (2025)

Improving Audio Question Answering with Variational Inference
by: Chen, Haolin
Published: (2026)

Target Speaker Lipreading by Audio-Visual Self-Distillation Pretraining and Speaker Adaptation
by: Zhang, Jing-Xuan, et al.
Published: (2025)

Towards Spatial Audio Understanding via Question Answering
by: Sudarsanam, Parthasaarathy, et al.
Published: (2025)

Enhancing Temporal Understanding in Audio Question Answering for Large Audio Language Models
by: Sridhar, Arvind Krishna, et al.
Published: (2024)

Multi-Source Evidence Fusion for Audio Question Answering
by: Olev, Aivo, et al.
Published: (2026)

AURA Score: A Metric For Holistic Audio Question Answering Evaluation
by: Dixit, Satvik, et al.
Published: (2025)

Reinforcement Learning Outperforms Supervised Fine-Tuning: A Case Study on Audio Question Answering
by: Li, Gang, et al.
Published: (2025)

LongAudio-RAG: Event-Grounded Question Answering over Multi-Hour Long Audio
by: Vakada, Naveen, et al.
Published: (2026)

Test-Time Adaptation For Speech Enhancement Via Mask Polarization
by: Raichle, Tobias, et al.
Published: (2026)

ImKWS: Test-Time Adaptation for Keyword Spotting with Class Imbalance
by: Ding, Hanyu, et al.
Published: (2026)

Test-Time Adaptation for Speech Enhancement via Domain Invariant Embedding Transformation
by: Raichle, Tobias, et al.
Published: (2025)

Audio Fingerprinting with Holographic Reduced Representations
by: Fujita, Yusuke, et al.
Published: (2024)

Audio Deepfake Detection with Self-Supervised WavLM and Multi-Fusion Attentive Classifier
by: Guo, Yinlin, et al.
Published: (2023)

RA-QA: A Benchmarking System for Respiratory Audio Question Answering Under Real-World Heterogeneity
by: Bertolino, Gaia A., et al.
Published: (2026)

OmniCodec: Low Frame Rate Universal Audio Codec with Semantic-Acoustic Disentanglement
by: Hu, Jingbin, et al.
Published: (2026)

Data Selection Effects on Self-Supervised Learning of Audio Representations for French Audiovisual Broadcasts
by: Pelloin, Valentin, et al.
Published: (2026)

Domain Adaptation for Contrastive Audio-Language Models
by: Deshmukh, Soham, et al.
Published: (2024)

Multiple Consistency-guided Test-Time Adaptation for Contrastive Audio-Language Models with Unlabeled Audio
by: Chen, Gongyu, et al.
Published: (2024)

AdaKWS: Towards Robust Keyword Spotting with Test-Time Adaptation
by: Xiao, Yang, et al.
Published: (2025)

SHMamba: Structured Hyperbolic State Space Model for Audio-Visual Question Answering
by: Yang, Zhe, et al.
Published: (2024)

AudioBERTScore: Objective Evaluation of Environmental Sound Synthesis Based on Similarity of Audio embedding Sequences
by: Kishi, Minoru, et al.
Published: (2025)

DnR-nonverbal: Cinematic Audio Source Separation Dataset Containing Non-Verbal Sounds
by: Hasumi, Takuya, et al.
Published: (2025)

Text-based Audio Retrieval by Learning from Similarities between Audio Captions
by: Xie, Huang, et al.
Published: (2024)

Domain-Incremental Learning for Audio Classification
by: Mulimani, Manjunath, et al.
Published: (2024)

S-KEY: Self-supervised Learning of Major and Minor Keys from Audio
by: Kong, Yuexuan, et al.
Published: (2025)

Self-Supervised Multi-View Learning for Disentangled Music Audio Representations
by: Wilkins, Julia, et al.
Published: (2024)

Self-Supervised Convolutional Audio Models are Flexible Acoustic Feature Learners: A Domain Specificity and Transfer-Learning Study
by: Ogg, Mattson
Published: (2025)

An Investigation of Test-time Adaptation for Audio Classification under Background Noise
by: Shao, Weichuang, et al.
Published: (2025)

AudioLog: LLMs-Powered Long Audio Logging with Hybrid Token-Semantic Contrastive Learning
by: Bai, Jisheng, et al.
Published: (2023)

Listening with Time: Precise Temporal Awareness for Long-Form Audio Understanding
by: Shao, Mingchen, et al.
Published: (2026)

ASRRL-TTS: Agile Speaker Representation Reinforcement Learning for Text-to-Speech Speaker Adaptation
by: Fu, Ruibo, et al.
Published: (2024)

SPEAR: A Unified SSL Framework for Learning Speech and Audio Representations
by: Yang, Xiaoyu, et al.
Published: (2025)

SemanticAudio: Audio Generation and Editing in Semantic Space
by: Dai, Zheqi, et al.
Published: (2026)

Audio Deepfake Verification
by: Wang, Li, et al.
Published: (2025)

Audio-Cogito: Towards Deep Audio Reasoning in Large Audio Language Models
by: Li, Longhao, et al.
Published: (2026)

Multimodal Representation Loss Between Timed Text and Audio for Regularized Speech Separation
by: Hsieh, Tsun-An, et al.
Published: (2024)

Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers
by: Cappellazzo, Umberto, et al.
Published: (2023)

Multiplexing Neural Audio Watermarks
by: Yuan, Zheqi, et al.
Published: (2025)

Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations
by: Shi, Haohan, et al.
Published: (2025)