CL4AC: A Contrastive Loss for Audio Captioning. - Xubo Liu 001; Qiushi Huang; Xinhao Mei; Tom Ko; H. Lilian Tang; Mark D. Plumbley; Wenwu Wang 001 (DCASE, 2021)

An Encoder-Decoder Based Audio Captioning System with Transfer and Reinforcement Learning. - Xinhao Mei; Qiushi Huang; Xubo Liu 001; Gengyun Chen; Jingqian Wu; Yusong Wu; Jinzheng Zhao; Shengchen Li; Tom Ko; H. Lilian Tang; Xi Shao; Mark D. Plumbley; et al. (DCASE, 2021)

Audio Captioning Transformer. - Xinhao Mei; Xubo Liu 001; Qiushi Huang; Mark D. Plumbley; Wenwu Wang 001 (DCASE, 2021)

Segment-Level Metric Learning for Few-Shot Bioacoustic Event Detection. - Haohe Liu; Xubo Liu 001; Xinhao Mei; Qiuqiang Kong; Wenwu Wang 001; Mark D. Plumbley (DCASE, 2022)

Leveraging Pre-trained BERT for Audio Captioning. - Xubo Liu 001; Xinhao Mei; Qiushi Huang; Jianyuan Sun; Jinzheng Zhao; Haohe Liu; Mark D. Plumbley; Volkan Kilic; Wenwu Wang 001 (EUSIPCO, 2022)

Deep Neural Decision Forest for Acoustic Scene Classification. - Jianyuan Sun; Xubo Liu 001; Xinhao Mei; Jinzheng Zhao; Mark D. Plumbley; Volkan Kiliç; Wenwu Wang 001 (EUSIPCO, 2022)

Diverse Audio Captioning Via Adversarial Training. - Xinhao Mei; Xubo Liu 001; Jianyuan Sun; Mark D. Plumbley; Wenwu Wang 001 (ICASSP, 2022)

Separate What You Describe: Language-Queried Audio Source Separation. - Xubo Liu 001; Haohe Liu; Qiuqiang Kong; Xinhao Mei; Jinzheng Zhao; Qiushi Huang; Mark D. Plumbley; Wenwu Wang 001 (INTERSPEECH, 2022)

On Metric Learning for Audio-Text Cross-Modal Retrieval. - Xinhao Mei; Xubo Liu 001; Jianyuan Sun; Mark D. Plumbley; Wenwu Wang 001 (INTERSPEECH, 2022)

Surrey System for DCASE 2022 Task 5: Few-shot Bioacoustic Event Detection with Segment-level Metric Learning. - Haohe Liu; Xubo Liu 001; Xinhao Mei; Qiuqiang Kong; Wenwu Wang 001; Mark D. Plumbley (CoRR, 2022)

Automated Audio Captioning via Fusion of Low- and High- Dimensional Features. - Jianyuan Sun; Xubo Liu 001; Xinhao Mei; Mark D. Plumbley; Volkan Kilic; Wenwu Wang 001 (CoRR, 2022)

Automated audio captioning: an overview of recent progress and new challenges. - Xinhao Mei; Xubo Liu 001; Mark D. Plumbley; Wenwu Wang 001 (EURASIP J. Audio Speech Music. Process., 2022)

Simple Pooling Front-Ends for Efficient Audio Classification. - Xubo Liu 001; Haohe Liu; Qiuqiang Kong; Xinhao Mei; Mark D. Plumbley; Wenwu Wang 001 (ICASSP, 2023)

AudioLDM: Text-to-Audio Generation with Latent Diffusion Models. - Haohe Liu; Zehua Chen; Yi Yuan; Xinhao Mei; Xubo Liu 001; Danilo P. Mandic; Wenwu Wang 001; Mark D. Plumbley (ICML, 2023)

Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention. - Xubo Liu 001; Qiushi Huang; Xinhao Mei; Haohe Liu; Qiuqiang Kong; Jianyuan Sun; Shengchen Li; Tom Ko; Yu Zhang 006; H. Lilian Tang; Mark D. Plumbley; Volkan Kiliç; et al. (INTERSPEECH, 2023)

Ontology-aware Learning and Evaluation for Audio Tagging. - Haohe Liu; Qiuqiang Kong; Xubo Liu 001; Xinhao Mei; Wenwu Wang 001; Mark D. Plumbley (INTERSPEECH, 2023)

Dual Transformer Decoder based Features Fusion Network for Automated Audio Captioning. - Jianyuan Sun; Xubo Liu 001; Xinhao Mei; Volkan Kiliç; Mark D. Plumbley; Wenwu Wang 001 (INTERSPEECH, 2023)

Enhance audio generation controllability through representation similarity regularization. - Yangyang Shi; Gaël Le Lan; Varun Nagaraja; Zhaoheng Ni; Xinhao Mei; Ernie Chang; Forrest N. Iandola; Yang Liu; Vikas Chandra (CoRR, 2023)

First-Shot Unsupervised Anomalous Sound Detection with Unknown Anomalies Estimated by Metadata-Assisted Audio Generation. - Hejing Zhang; Qiaoxi Zhu; Jian Guan 001; Haohe Liu; Feiyang Xiao; Jiantong Tian; Xinhao Mei; Xubo Liu 001; Wenwu Wang 001 (ICASSP, 2024)

Foleygen: Visually-Guided Audio Generation. - Xinhao Mei; Varun Nagaraja; Gaël Le Lan; Zhaoheng Ni; Ernie Chang; Yangyang Shi; Vikas Chandra (MLSP, 2024)

Data Efficient Reflow for Few Step Audio Generation. - Lemeng Wu; Zhaoheng Ni; Bowen Shi; Gaël Le Lan; Anurag Kumar 003; Varun Nagaraja; Xinhao Mei; Yunyang Xiong; Bilge Soran; Raghuraman Krishnamoorthi; Wei-Ning Hsu; Yangyang Shi; et al. (SLT, 2024)

SyncFlow: Toward Temporally Aligned Joint Audio-Video Generation from Text. - Haohe Liu; Gaël Le Lan; Xinhao Mei; Zhaoheng Ni; Anurag Kumar 003; Varun Nagaraja; Wenwu Wang 001; Mark D. Plumbley; Yangyang Shi; Vikas Chandra (CoRR, 2024)

AudioLDM 2: Learning Holistic Audio Generation With Self-Supervised Pretraining. - Haohe Liu; Yi Yuan; Xubo Liu 001; Xinhao Mei; Qiuqiang Kong; Qiao Tian 001; Yuping Wang 005; Wenwu Wang 001; Yuxuan Wang 002; Mark D. Plumbley (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Towards Generating Diverse Audio Captions via Adversarial Training. - Xinhao Mei; Xubo Liu 001; Jianyuan Sun; Mark D. Plumbley; Wenwu Wang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research. - Xinhao Mei; Chutong Meng; Haohe Liu; Qiuqiang Kong; Tom Ko; Chengqi Zhao; Mark D. Plumbley; Yuexian Zou; Wenwu Wang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)