Yang Xiao

According to our database, Yang Xiao authored at least 35 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Why Can't They Remember? Uncovering Representation and Retrieval Bottlenecks in Multi-Turn Acoustic Memory.

Yang Xiao, Siyi Wang, Han Yin, Hong Jia, Vidhyasaharan Sethu, Eun-Jung Holden, Ting Dang

CoRR, May, 2026

Rethinking Continual Learning for Speech and Audio: A Representation-Centric Taxonomy and Open Problems.

Yang Xiao, Siyi Wang, Eun-Jung Holden, Ting Dang

CoRR, May, 2026

Continual Adaptation for Pacific Indigenous Speech Recognition.

Yang Xiao, Aso Mahmudi, Nick Thieberger, Eliathamby Ambikairajah, Eun-Jung Holden, Ting Dang

CoRR, March, 2026

PolyBench: A Benchmark for Compositional Reasoning in Polyphonic Audio.

Yuanjian Chen, Yang Xiao, Han Yin, Xubo Liu, Jinjie Huang, Ting Dang

CoRR, March, 2026

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights.

Han Yin, Yang Xiao, Rohan Kumar Das, Jisheng Bai, Ting Dang

CoRR, March, 2026

Focus Then Listen: Exploring Plug-and-Play Audio Enhancer for Noise-Robust Large Audio Language Models.

Han Yin, Yang Xiao, Younghoo Kwon, Ting Dang, Jung-Woo Choi

CoRR, March, 2026

Adapting Where It Matters: Depth-Aware Adaptation for Efficient Multilingual Speech Recognition in Low-Resource Languages.

Yang Xiao, Eun-Jung Holden, Ting Dang

CoRR, February, 2026

ESDD2: Environment-Aware Speech and Sound Deepfake Detection Challenge Evaluation Plan.

Xueping Zhang, Han Yin, Yang Xiao, Lin Zhang, Ting Dang, Rohan Kumar Das, Ming Li

CoRR, January, 2026

2025

Environmental Sound Deepfake Detection Challenge: An Overview.

Han Yin, Yang Xiao, Rohan Kumar Das, Jisheng Bai, Ting Dang

CoRR, December, 2025

ESDD 2026: Environmental Sound Deepfake Detection Challenge Evaluation Plan.

Han Yin, Yang Xiao, Rohan Kumar Das, Jisheng Bai, Ting Dang

CoRR, August, 2025

Multilingual Source Tracing of Speech Deepfakes: A First Benchmark.

Xi Xuan, Yang Xiao, Rohan Kumar Das, Tomi Kinnunen

CoRR, August, 2025

XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection.

Yang Xiao, Rohan Kumar Das

IEEE Signal Process. Lett., 2025

Noise-Robust Sound Event Detection and Counting via Language-Queried Sound Separation.

Yuanjian Chen, Yang Xiao, Han Yin, Yadong Guan, Xubo Liu

IEEE Signal Process. Lett., 2025

EnvSDD: Benchmarking Environmental Sound Deepfake Detection.

Han Yin, Yang Xiao, Rohan Kumar Das, Jisheng Bai, Haohe Liu, Wenwu Wang, Mark D. Plumbley

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

AdaKWS: Towards Robust Keyword Spotting with Test-Time Adaptation.

Yang Xiao, Tianyi Peng, Yanghao Zhou, Rohan Kumar Das

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing.

Yang Xiao, Rohan Kumar Das

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

TF-Mamba: A Time-Frequency Network for Sound Source Localization.

Yang Xiao, Rohan Kumar Das

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

Where's That Voice Coming? Continual Learning for Sound Source Localization.

Yang Xiao, Rohan Kumar Das

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection.

Han Yin, Yang Xiao, Jisheng Bai, Rohan Kumar Das

Proceedings of the IEEE International Conference on Acoustics, 2025

Exploring Text-Queried Sound Event Detection with Audio Source Separation.

Han Yin, Jisheng Bai, Yang Xiao, Hui Wang, Siqi Zheng, Yafeng Chen, Rohan Kumar Das, Chong Deng, Jianfeng Chen

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection.

Yang Xiao, Rohan Kumar Das

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Dark Experience for Incremental Keyword Spotting.

Tianyi Peng, Yang Xiao

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

DG-SED: Domain Generalization for Sound Event Detection with Heterogeneous Training Data.

Yang Xiao, Han Yin, Jisheng Bai, Rohan Kumar Das

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2025

RawTFNet: A Lightweight CNN Architecture for Speech Anti-Spoofing.

Yang Xiao, Ting Dang, Rohan Kumar Das

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2025

AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting.

Yang Xiao, Tianyi Peng, Rohan Kumar Das, Yuchen Hu, Huiping Zhuang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Configurable DOA Estimation using Incremental Learning.

Yang Xiao, Rohan Kumar Das

CoRR, 2024

WildDESED: An LLM-Powered Dataset for Wild Domestic Environment Sound Event Detection System.

Yang Xiao, Rohan Kumar Das

CoRR, 2024

FMSG-JLESS Submission for DCASE 2024 Task4 on Sound Event Detection with Heterogeneous Training Dataset and Potentially Missing Labels.

Yang Xiao, Han Yin, Jisheng Bai, Rohan Kumar Das

CoRR, 2024

Dual Knowledge Distillation for Efficient Sound Event Detection.

Yang Xiao, Rohan Kumar Das

Proceedings of the IEEE International Conference on Acoustics, 2024

Advancing Airport Tower Command Recognition: Integrating Squeeze-and-Excitation and Broadcasted Residual Learning.

Yuanxi Lin, Tonglin Zhou, Yang Xiao

Proceedings of the International Conference on Asian Language Processing, 2024

2023

Small Footprint Multi-channel Network for Keyword Spotting with Centroid Based Awareness.

Dianwen Ng, Yang Xiao, Jia Qi Yip, Zhao Yang, Biao Tian, Qiang Fu, Eng Siong Chng, Bin Ma

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

Continual Learning For On-Device Environmental Sound Classification.

Yang Xiao, Xubo Liu, James A. King, Arshdeep Singh, Eng Siong Chng, Mark D. Plumbley, Wenwu Wang

CoRR, 2022

Small Footprint Multi-channel ConvMixer for Keyword Spotting with Centroid Based Awareness.

Dianwen Ng, Jin Hui Pang, Yang Xiao, Biao Tian, Qiang Fu, Eng Siong Chng

CoRR, 2022

Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting.

Yang Xiao, Nana Hou, Eng Siong Chng

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Continual Learning for On-Ddevice Environmental Sound Classification.

Yang Xiao, Xubo Liu, James A. King, Arshdeep Singh, Eng Siong Chng, Mark D. Plumbley, Wenwu Wang

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022