Mark D. Plumbley

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 205

Top Venues

Publications

Jisheng Bai, Mou Wang, Haohe Liu, Han Yin, Yafei Jia, Siwei Huang, Yutong Du, Dongzhe Zhang, Mark D. Plumbley, Dongyuan Shi, Woon-Seng Gan, Susanto Rahardja, Bin Xiang, Jianfeng Chen
Description on IEEE ICME 2024 Grand Challenge: Semi-supervised Acoustic Scene Classification under Domain Shift. CoRR (2024)
Yizhou Tan, Haojun Ai, Shengchen Li, Mark D. Plumbley
Acoustic Scene Classification Across Cities and Devices via Feature Disentanglement. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Zihang Song, Han Zhang, Sean Fuller, Andrew Lambert, Zhinong Ying, Petri Mähönen, Yonina C. Eldar, Shuguang Cui, Mark D. Plumbley, Clive Parini, Arumugam Nallanathan, Yue Gao
Numerical evaluation on sub-Nyquist spectrum reconstruction methods. Frontiers Comput. Sci. 17 (6) (2023)
Xubo Liu, Zhongkai Zhu, Haohe Liu, Yi Yuan, Meng Cui, Qiushi Huang, Jinhua Liang, Yin Cao, Qiuqiang Kong, Mark D. Plumbley, Wenwu Wang
WavJourney: Compositional Audio Creation with Large Language Models. CoRR (2023)
Yi Yuan, Haohe Liu, Jinhua Liang, Xubo Liu, Mark D. Plumbley, Wenwu Wang
Leveraging Pre-trained AudioLDM for Text to Sound Generation: A Benchmark Study. CoRR (2023)
Arshdeep Singh, Haohe Liu, Mark D. Plumbley
E-PANNs: Sound Recognition Using Efficient Pre-trained Audio Neural Networks. CoRR (2023)
Gabriel Bibbó, Arshdeep Singh, Mark D. Plumbley
Audio Tagging on an Embedded Hardware Platform. CoRR (2023)
Yi Yuan, Haohe Liu, Xubo Liu, Xiyuan Kang, Mark D. Plumbley, Wenwu Wang
Latent Diffusion Model Based Foley Sound Generation System For DCASE Challenge 2023 Task 7. CoRR (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)
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)
Arshdeep Singh, Mark D. Plumbley
Efficient CNNs via Passive Filter Pruning. CoRR (2023)
Qiuqiang Kong, Ke Chen, Haohe Liu, Xingjian Du, Taylor Berg-Kirkpatrick, Shlomo Dubnov, Mark D. Plumbley
Universal Source Separation with Weakly Labelled Data. 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)
Jinbo Hu, Yin Cao, Ming Wu, Qiuqiang Kong, Feiran Yang, Mark D. Plumbley, Jun Yang
Selective-Memory Meta-Learning with Environment Representations for Sound Event Localization and Detection. CoRR (2023)
James A. King, Arshdeep Singh, Mark D. Plumbley
Compressing Audio CNNS with Graph Centrality Based Filter Pruning. WASPAA (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)
Jinbo Hu, Yin Cao, Ming Wu, Feiran Yang, Ziying Yu, Wenwu Wang, Mark D. Plumbley, Jun Yang
META-SELD: Meta-Learning for Fast Adaptation to the new environment in Sound Event Localization and Detection. CoRR (2023)
James A. King, Arshdeep Singh, Mark D. Plumbley
Compressing audio CNNs with graph centrality based filter pruning. CoRR (2023)
Arshdeep Singh, Mark D. Plumbley
Efficient Similarity-Based Passive Filter Pruning for Compressing CNNS. ICASSP (2023)
Haohe Liu, Ke Chen, Qiao Tian, Wenwu Wang, Mark D. Plumbley
AudioSR: Versatile Audio Super-resolution at Scale. CoRR (2023)
Yi Yuan, Haohe Liu, Jinhua Liang, Xubo Liu, Mark D. Plumbley, Wenwu Wang
Leveraging Pre-Trained AudioLDM for Sound Generation: A Benchmark Study. EUSIPCO (2023)
Xubo Liu, Haohe Liu, Qiuqiang Kong, Xinhao Mei, Mark D. Plumbley, Wenwu Wang
Simple Pooling Front-Ends for Efficient Audio Classification. ICASSP (2023)
Jinhua Liang, Xubo Liu, Haohe Liu, Huy Phan, Emmanouil Benetos, Mark D. Plumbley, Wenwu Wang
Adapting Language-Audio Models as Few-Shot Audio Learners. CoRR (2023)
Yi Yuan, Haohe Liu, Xubo Liu, Qiushi Huang, Mark D. Plumbley, Wenwu Wang
Retrieval-Augmented Text-to-Audio Generation. CoRR (2023)
Yi Yuan, Haohe Liu, Xubo Liu, Xiyuan Kang, Peipei Wu, Mark D. Plumbley, Wenwu Wang
Text-Driven Foley Sound Generation With Latent Diffusion Model. CoRR (2023)
Xubo Liu, Qiuqiang Kong, Yan Zhao, Haohe Liu, Yi Yuan, Yuzhuo Liu, Rui Xia, Yuxuan Wang, Mark D. Plumbley, Wenwu Wang
Separate Anything You Describe. 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. 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)
Jinbo Hu, Yin Cao, Ming Wu, Qiuqiang Kong, Feiran Yang, Mark D. Plumbley, Jun Yang
Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation Chains. 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)
Arshdeep Singh, Mark D. Plumbley
Efficient Similarity-based Passive Filter Pruning for Compressing CNNs. 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)
Yang Xiao, Xubo Liu, James A. King, Arshdeep Singh, Eng Siong Chng, Mark D. Plumbley, Wenwu Wang
Continual Learning For On-Device Environmental Sound Classification. CoRR (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)
Yang Xiao, Xubo Liu, James A. King, Arshdeep Singh, Eng Siong Chng, Mark D. Plumbley, Wenwu Wang
Continual Learning for On-Ddevice Environmental Sound Classification. 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. 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)
Sara Atito, Muhammad Awais, Wenwu Wang, Mark D. Plumbley, Josef Kittler
ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation. CoRR (2022)
Arshdeep Singh, Mark D. Plumbley
Low-complexity CNNs for Acoustic Scene Classification. 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)
Haohe Liu, Xubo Liu, Qiuqiang Kong, Wenwu Wang, Mark D. Plumbley
Learning the Spectrogram Temporal Resolution for Audio Classification. CoRR (2022)
Meng Cui, Xubo Liu, Jinzheng Zhao, Jianyuan Sun, Guoping Lian, Tao Chen, Mark D. Plumbley, Daoliang Li, Wenwu Wang
Fish Feeding Intensity Assessment in Aquaculture: A New Audio Dataset AFFIA3K and a Deep Learning Algorithm. MLSP (2022)
Jinbo Hu, Yin Cao, Ming Wu, Qiuqiang Kong, Feiran Yang, Mark D. Plumbley, Jun Yang
A Track-Wise Ensemble Event Independent Network for Polyphonic Sound Event Localization and Detection. CoRR (2022)
Arshdeep Singh, Mark D. Plumbley
A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification. 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)
Jinbo Hu, Yin Cao, Ming Wu, Qiuqiang Kong, Feiran Yang, Mark D. Plumbley, Jun Yang
Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation Chains. DCASE (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)
Arshdeep Singh, James A. King, Xubo Liu, Wenwu Wang, Mark D. Plumbley
Low-complexity CNNs for Acoustic Scene Classification. 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. EUSIPCO (2022)
Arshdeep Singh, Mark D. Plumbley
Low-Complexity CNNs for Acoustic Scene Classification. DCASE (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)
Arshdeep Singh, Mark D. Plumbley
A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification. INTERSPEECH (2022)
Jinbo Hu, Yin Cao, Ming Wu, Qiuqiang Kong, Feiran Yang, Mark D. Plumbley, Jun Yang
A Track-Wise Ensemble Event Independent Network for Polyphonic Sound Event Localization and Detection. ICASSP (2022)
Xinhao Mei, Xubo Liu, Jianyuan Sun, Mark D. Plumbley, Wenwu Wang
On Metric Learning for Audio-Text Cross-Modal Retrieval. INTERSPEECH (2022)
Lam Pham, Chris Baume, Qiuqiang Kong, Tassadaq Hussain, Wenwu Wang, Mark D. Plumbley
An Audio-Based Deep Learning Framework For BBC Television Programme Classification. EUSIPCO (2021)
Zhao Ren, Qiuqiang Kong, Jing Han, Mark D. Plumbley, Björn W. Schuller
CAA-Net: Conditional Atrous CNNs With Attention for Explainable Device-Robust Acoustic Scene Classification. IEEE Trans. Multim. 23 (2021)
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)
Turab Iqbal, Yin Cao, Andrew Bailey, Mark D. Plumbley, Wenwu Wang
ARCA23K: An Audio Dataset for Investigating Open-Set Label Noise. DCASE (2021)
Jingshu Zhang, Mark D. Plumbley, Wenwu Wang
Weighted Magnitude-Phase Loss for Speech Dereverberation. ICASSP (2021)
Yue Gao, Zihang Song, Han Zhang, Sean Fuller, Andrew Lambert, Zhinong Ying, Petri Mähönen, Yonina C. Eldar, Shuguang Cui, Mark D. Plumbley, Clive Parini, Arumugam Nallanathan
Sub-Nyquist spectrum sensing and learning challenge. Frontiers Comput. Sci. 15 (4) (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)
Bin Li, Lucas Rencker, Jing Dong, Yuhui Luo, Mark D. Plumbley, Wenwu Wang
Sparse Analysis Model Based Dictionary Learning for Signal Declipping. IEEE J. Sel. Top. Signal Process. 15 (1) (2021)
Andres Fernandez, Mark D. Plumbley
Using UMAP to Inspect Audio Data for Unsupervised Anomaly Detection Under Domain-Shift Conditions. DCASE (2021)
Andres Fernandez, Mark D. Plumbley
Using UMAP to Inspect Audio Data for Unsupervised Anomaly Detection under Domain-Shift Conditions. CoRR (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)
Xubo Liu, Turab Iqbal, Jinzheng Zhao, Qiushi Huang, Mark D. Plumbley, Wenwu Wang
Conditional Sound Generation Using Neural Discrete Time-Frequency Representation Learning. CoRR (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)
Turab Iqbal, Yin Cao, Andrew Bailey, Mark D. Plumbley, Wenwu Wang
ARCA23K: An audio dataset for investigating open-set label noise. CoRR (2021)
Lam Pham, Chris Baume, Qiuqiang Kong, Tassadaq Hussain, Wenwu Wang, Mark D. Plumbley
An Audio-Based Deep Learning Framework ForBBC Television Programme Classification. CoRR (2021)
Marc C. Green, Mark D. Plumbley
Federated Learning With Highly Imbalanced Audio Data. CoRR (2021)
Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley
Sound Event Detection: A tutorial. IEEE Signal Process. Mag. 38 (5) (2021)
Jie Jiang, Qiuqiang Kong, Mark D. Plumbley, Nigel Gilbert, Mark Hoogendoorn, Diederik M. Roijers
Deep Learning-Based Energy Disaggregation and On/Off Detection of Household Appliances. ACM Trans. Knowl. Discov. Data 15 (3) (2021)
Yin Cao, Turab Iqbal, Qiuqiang Kong, Fengyan An, Wenwu Wang, Mark D. Plumbley
An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection. ICASSP (2021)
Xubo Liu, Turab Iqbal, Jinzheng Zhao, Qiushi Huang, Mark D. Plumbley, Wenwu Wang
Conditional Sound Generation Using Neural Discrete Time-Frequency Representation Learning. MLSP (2021)
Andrew Bailey, Mark D. Plumbley
Gender Bias in Depression Detection Using Audio Features. EUSIPCO (2021)
Xinhao Mei, Xubo Liu, Qiushi Huang, Mark D. Plumbley, Wenwu Wang
Audio Captioning Transformer. CoRR (2021)
Francesco Renna, Mark D. Plumbley, Miguel T. Coimbra
Source Separation of the Second Heart Sound via Alternating Optimization. CinC (2021)
Yin Cao, Turab Iqbal, Qiuqiang Kong, Yue Zhong, Wenwu Wang, Mark D. Plumbley
Event-Independent Network for Polyphonic Sound Event Localization and Detection. DCASE (2020)
Turab Iqbal, Yin Cao, Qiuqiang Kong, Mark D. Plumbley, Wenwu Wang
Learning With Out-of-Distribution Data for Audio Classification. ICASSP (2020)
Qiuqiang Kong, Yuxuan Wang, Xuchen Song, Yin Cao, Wenwu Wang, Mark D. Plumbley
Source separation with weakly labelled data: An approach to computational auditory scene analysis. CoRR (2020)
Emad M. Grais, Fei Zhao, Mark D. Plumbley
Multi-Band Multi-Resolution Fully Convolutional Neural Networks for Singing Voice Separation. EUSIPCO (2020)
Andrew Bailey, Mark D. Plumbley
Raw Audio for Depression Detection Can Be More Robust Against Gender Imbalance than Mel-Spectrogram Features. CoRR (2020)
Saeid Safavi, Turab Iqbal, Wenwu Wang, Philip Coleman, Mark D. Plumbley
Open-Window: A Sound Event Dataset for Window State Detection and Recognition. DCASE (2020)
Tomoya Koike, Kun Qian, Qiuqiang Kong, Mark D. Plumbley, Björn W. Schuller, Yoshiharu Yamamoto
Audio for Audio is Better? An Investigation on Transfer Learning Models for Heart Sound Classification. EMBC (2020)
Yin Cao, Turab Iqbal, Qiuqiang Kong, Yue Zhong, Wenwu Wang, Mark D. Plumbley
Event-Independent Network for Polyphonic Sound Event Localization and Detection. CoRR (2020)
Qiuqiang Kong, Yong Xu, Wenwu Wang, Mark D. Plumbley
Sound Event Detection of Weakly Labelled Data With CNN-Transformer and Automatic Threshold Optimization. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Yin Cao, Turab Iqbal, Qiuqiang Kong, Fengyan An, Wenwu Wang, Mark D. Plumbley
An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection. CoRR (2020)
Turab Iqbal, Yin Cao, Qiuqiang Kong, Mark D. Plumbley, Wenwu Wang
Learning with Out-of-Distribution Data for Audio Classification. CoRR (2020)
Zhao Ren, Qiuqiang Kong, Jing Han, Mark D. Plumbley, Björn W. Schuller
CAA-Net: Conditional Atrous CNNs with Attention for Explainable Device-robust Acoustic Scene Classification. CoRR (2020)
Qiuqiang Kong, Yuxuan Wang, Xuchen Song, Yin Cao, Wenwu Wang, Mark D. Plumbley
Source Separation with Weakly Labelled Data: an Approach to Computational Auditory Scene Analysis. ICASSP (2020)
Qiuqiang Kong, Yin Cao, Turab Iqbal, Yuxuan Wang, Wenwu Wang, Mark D. Plumbley
PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)

Mark D. Plumbley.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Mark D. Plumbley