Xinhao Mei

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 42

Top Topics

Visual Attention

Recent Progress

Diffusion Models

Top Venues

Publications

Xinhao Mei, Xubo Liu, Jianyuan Sun, Mark D. Plumbley, Wenwu Wang
Towards Generating Diverse Audio Captions via Adversarial Training. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Xinhao Mei, Chutong Meng, Haohe Liu, Qiuqiang Kong, Tom Ko, Chengqi Zhao, Mark D. Plumbley, Yuexian Zou, Wenwu Wang
WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Haohe Liu, Yi Yuan, Xubo Liu, Xinhao Mei, Qiuqiang Kong, Qiao Tian, Yuping Wang, Wenwu Wang, Yuxuan Wang, Mark D. Plumbley
AudioLDM 2: Learning Holistic Audio Generation With Self-Supervised Pretraining. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Hejing Zhang, Qiaoxi Zhu, Jian Guan, Haohe Liu, Feiyang Xiao, Jiantong Tian, Xinhao Mei, Xubo Liu, Wenwu Wang
First-Shot Unsupervised Anomalous Sound Detection with Unknown Anomalies Estimated by Metadata-Assisted Audio Generation. ICASSP (2024)
Xubo Liu, Qiushi Huang, Xinhao Mei, Haohe Liu, Qiuqiang Kong, Jianyuan Sun, Shengchen Li, Tom Ko, Yu Zhang, H. Lilian Tang, Mark D. Plumbley, Volkan Kiliç, Wenwu Wang
Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention. INTERSPEECH (2023)
Xinhao Mei, Chutong Meng, Haohe Liu, Qiuqiang Kong, Tom Ko, Chengqi Zhao, Mark D. Plumbley, Yuexian Zou, Wenwu Wang
WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research. CoRR (2023)
Yangyang Shi, Gaël Le Lan, Varun Nagaraja, Zhaoheng Ni, Xinhao Mei, Ernie Chang, Forrest N. Iandola, Yang Liu, Vikas Chandra
Enhance audio generation controllability through representation similarity regularization. CoRR (2023)
Jianyuan Sun, Xubo Liu, Xinhao Mei, Volkan Kiliç, Mark D. Plumbley, Wenwu Wang
Dual Transformer Decoder based Features Fusion Network for Automated Audio Captioning. CoRR (2023)
Haohe Liu, Qiao Tian, Yi Yuan, Xubo Liu, Xinhao Mei, Qiuqiang Kong, Yuping Wang, Wenwu Wang, Yuxuan Wang, Mark D. Plumbley
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining. CoRR (2023)
Jianyuan Sun, Xubo Liu, Xinhao Mei, Volkan Kiliç, Mark D. Plumbley, Wenwu Wang
Dual Transformer Decoder based Features Fusion Network for Automated Audio Captioning. INTERSPEECH (2023)
Hejing Zhang, Qiaoxi Zhu, Jian Guan, Haohe Liu, Feiyang Xiao, Jiantong Tian, Xinhao Mei, Xubo Liu, Wenwu Wang
First-Shot Unsupervised Anomalous Sound Detection With Unknown Anomalies Estimated by Metadata-Assisted Audio Generation. CoRR (2023)
Haohe Liu, Zehua Chen, Yi Yuan, Xinhao Mei, Xubo Liu, Danilo P. Mandic, Wenwu Wang, Mark D. Plumbley
AudioLDM: Text-to-Audio Generation with Latent Diffusion Models. ICML (2023)
Haohe Liu, Qiuqiang Kong, Xubo Liu, Xinhao Mei, Wenwu Wang, Mark D. Plumbley
Ontology-aware Learning and Evaluation for Audio Tagging. INTERSPEECH (2023)
Xinhao Mei, Varun Nagaraja, Gaël Le Lan, Zhaoheng Ni, Ernie Chang, Yangyang Shi, Vikas Chandra
FoleyGen: Visually-Guided Audio Generation. CoRR (2023)
Xubo Liu, Haohe Liu, Qiuqiang Kong, Xinhao Mei, Mark D. Plumbley, Wenwu Wang
Simple Pooling Front-Ends for Efficient Audio Classification. ICASSP (2023)
Haohe Liu, Zehua Chen, Yi Yuan, Xinhao Mei, Xubo Liu, Danilo P. Mandic, Wenwu Wang, Mark D. Plumbley
AudioLDM: Text-to-Audio Generation with Latent Diffusion Models. CoRR (2023)
Xubo Liu, Haohe Liu, Qiuqiang Kong, Xinhao Mei, Mark D. Plumbley, Wenwu Wang
Simple Pooling Front-ends For Efficient Audio Classification. CoRR (2022)
Jianyuan Sun, Xubo Liu, Xinhao Mei, Mark D. Plumbley, Volkan Kilic, Wenwu Wang
Automated Audio Captioning via Fusion of Low- and High- Dimensional Features. CoRR (2022)
Xubo Liu, Xinhao Mei, Qiushi Huang, Jianyuan Sun, Jinzheng Zhao, Haohe Liu, Mark D. Plumbley, Volkan Kilic, Wenwu Wang
Leveraging Pre-trained BERT for Audio Captioning. EUSIPCO (2022)
Xinhao Mei, Xubo Liu, Jianyuan Sun, Mark D. Plumbley, Wenwu Wang
On Metric Learning for Audio-Text Cross-Modal Retrieval. CoRR (2022)
Haohe Liu, Qiuqiang Kong, Xubo Liu, Xinhao Mei, Wenwu Wang, Mark D. Plumbley
Ontology-aware Learning and Evaluation for Audio Tagging. CoRR (2022)
Xubo Liu, Haohe Liu, Qiuqiang Kong, Xinhao Mei, Jinzheng Zhao, Qiushi Huang, Mark D. Plumbley, Wenwu Wang
Separate What You Describe: Language-Queried Audio Source Separation. INTERSPEECH (2022)
Xinhao Mei, Xubo Liu, Jianyuan Sun, Mark D. Plumbley, Wenwu Wang
Towards Generating Diverse Audio Captions via Adversarial Training. CoRR (2022)
Jianyuan Sun, Xubo Liu, Xinhao Mei, Jinzheng Zhao, Mark D. Plumbley, Volkan Kiliç, Wenwu Wang
Deep Neural Decision Forest for Acoustic Scene Classification. CoRR (2022)
Xubo Liu, Xinhao Mei, Qiushi Huang, Jianyuan Sun, Jinzheng Zhao, Haohe Liu, Mark D. Plumbley, Volkan Kiliç, Wenwu Wang
Leveraging Pre-trained BERT for Audio Captioning. CoRR (2022)
Xinhao Mei, Xubo Liu, Jianyuan Sun, Mark D. Plumbley, Wenwu Wang
Diverse Audio Captioning Via Adversarial Training. ICASSP (2022)
Xubo Liu, Qiushi Huang, Xinhao Mei, Haohe Liu, Qiuqiang Kong, Jianyuan Sun, Shengchen Li, Tom Ko, Yu Zhang, H. Lilian Tang, Mark D. Plumbley, Volkan Kiliç, Wenwu Wang
Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention. CoRR (2022)
Xubo Liu, Haohe Liu, Qiuqiang Kong, Xinhao Mei, Jinzheng Zhao, Qiushi Huang, Mark D. Plumbley, Wenwu Wang
Separate What You Describe: Language-Queried Audio Source Separation. CoRR (2022)
Haohe Liu, Xubo Liu, Xinhao Mei, Qiuqiang Kong, Wenwu Wang, Mark D. Plumbley
Surrey System for DCASE 2022 Task 5: Few-shot Bioacoustic Event Detection with Segment-level Metric Learning. CoRR (2022)
Xinhao Mei, Xubo Liu, Mark D. Plumbley, Wenwu Wang
Automated audio captioning: an overview of recent progress and new challenges. EURASIP J. Audio Speech Music. Process. 2022 (1) (2022)
Xinhao Mei, Xubo Liu, Mark D. Plumbley, Wenwu Wang
Automated Audio Captioning: an Overview of Recent Progress and New Challenges. CoRR (2022)
Haohe Liu, Xubo Liu, Xinhao Mei, Qiuqiang Kong, Wenwu Wang, Mark D. Plumbley
Segment-Level Metric Learning for Few-Shot Bioacoustic Event Detection. DCASE (2022)
Jianyuan Sun, Xubo Liu, Xinhao Mei, Jinzheng Zhao, Mark D. Plumbley, Volkan Kiliç, Wenwu Wang
Deep Neural Decision Forest for Acoustic Scene Classification. EUSIPCO (2022)
Haohe Liu, Xubo Liu, Xinhao Mei, Qiuqiang Kong, Wenwu Wang, Mark D. Plumbley
Segment-level Metric Learning for Few-shot Bioacoustic Event Detection. CoRR (2022)
Xinhao Mei, Xubo Liu, Jianyuan Sun, Mark D. Plumbley, Wenwu Wang
On Metric Learning for Audio-Text Cross-Modal Retrieval. INTERSPEECH (2022)
Xinhao Mei, Xubo Liu, Jianyuan Sun, Mark D. Plumbley, Wenwu Wang
Diverse Audio Captioning via Adversarial Training. CoRR (2021)
Xinhao Mei, Xubo Liu, Qiushi Huang, Mark D. Plumbley, Wenwu Wang
Audio Captioning Transformer. DCASE (2021)
Xubo Liu, Qiushi Huang, Xinhao Mei, Tom Ko, H. Lilian Tang, Mark D. Plumbley, Wenwu Wang
CL4AC: A Contrastive Loss for Audio Captioning. CoRR (2021)
Xubo Liu, Qiushi Huang, Xinhao Mei, Tom Ko, H. Tang, Mark D. Plumbley, Wenwu Wang
CL4AC: A Contrastive Loss for Audio Captioning. DCASE (2021)
Xinhao Mei, Qiushi Huang, Xubo Liu, Gengyun Chen, Jingqian Wu, Yusong Wu, Jinzheng Zhao, Shengchen Li, Tom Ko, H. Tang, Xi Shao, Mark D. Plumbley, Wenwu Wang
An Encoder-Decoder Based Audio Captioning System with Transfer and Reinforcement Learning. DCASE (2021)
Xinhao Mei, Qiushi Huang, Xubo Liu, Gengyun Chen, Jingqian Wu, Yusong Wu, Jinzheng Zhao, Shengchen Li, Tom Ko, H. Lilian Tang, Xi Shao, Mark D. Plumbley, Wenwu Wang
An Encoder-Decoder Based Audio Captioning System With Transfer and Reinforcement Learning. CoRR (2021)
Xinhao Mei, Xubo Liu, Qiushi Huang, Mark D. Plumbley, Wenwu Wang
Audio Captioning Transformer. CoRR (2021)