Mark D. Plumbley - Publications, H-index & Citations

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Mark D. Plumbley

university of london

55H-index

592Paper Count

1.3WCitation Count

Published Papers 46

Publication Date

Universal Source Separation With Weakly Labelled Data for Computational Auditory Scene Analysis

IEEE Transactions on Audio Speech and Language Processing

IF0

2026-01-01

PREAI

Kong, Qiuqiang; Chen, Ke; Liu, Haohe; Du, Xingjian; Berg-Kirkpatrick, Taylor; Dubnov, Shlomo; Plumbley, Mark D.

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Reframing Audio Data Annotation as Domain Adaptation Process: A Multi-Indicator Active Learning Framework

IEEE Transactions on Audio Speech and Language Processing

IF0

2026-01-01

PREAI

Tan, Yizhou; Ai, Haojun; Li, Shengchen; Plumbley, Mark D.

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Acoustic Scene Classification Across Cities and Devices via Feature Disentanglement

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

OAAI

Tan, Yizhou; Ai, Haojun; Li, Shengchen; Plumbley, Mark D.

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WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

OAAI

Mei, Xinhao; Meng, Chutong; Liu, Haohe; Kong, Qiuqiang; Ko, Tom; Zhao, Chengqi; Plumbley, Mark D.; Zou, Yuexian; Wang, Wenwu

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AudioLDM 2: Learning Holistic Audio Generation With Self-Supervised Pretraining

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

OAAI

Liu, Haohe; Yuan, Yi; Liu, Xubo; Mei, Xinhao; Kong, Qiuqiang; Tian, Qiao; Wang, Yuping; Wang, Wenwu; Wang, Yuxuan; Plumbley, Mark D.

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ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

OAAI

Ahmed, Sara Atito Ali; Awais, Muhammad; Wang, Wenwu; Plumbley, Mark D.; Kittler, Josef

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Selective-Memory Meta-Learning With Environment Representations for Sound Event Localization and Detection

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

OAAI

Hu, Jinbo; Cao, Yin; Wu, Ming; Kong, Qiuqiang; Yang, Feiran; Plumbley, Mark D.; Yang, Jun

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Separation of the Aortic and Pulmonary Components of the Second Heart Sound via Alternating Optimization

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Renna, Francesco; Gaudio, Alex; Mattos, Sandra; Plumbley, Mark D.; Coimbra, Miguel Tavares

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Towards Generating Diverse Audio Captions via Adversarial Training

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

PREAI

Mei, Xinhao; Liu, Xubo; Sun, Jianyuan; Plumbley, Mark D.; Wang, Wenwu

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Numerical evaluation on sub-Nyquist spectrum reconstruction methods

FRONTIERS OF COMPUTER SCIENCE

IF4.6

2023-12-13

PREAI

Song, Zihang; Zhang, Han; Fuller, Sean; Lambert, Andrew; Ying, Zhinong; Mahonen, Petri; Eldar, Yonina; Cui, Shuguang; Plumbley, Mark D.; Parini, Clive; Nallanathan, Arumugam; Gao, Yue

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Sound Event Detection: A tutorial

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2021-09-01

OAAI

Mesaros, Annamaria; Heittola, Toni; Virtanen, Tuomas; Plumbley, Mark D.

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Sub-Nyquist spectrum sensing and learning challenge

FRONTIERS OF COMPUTER SCIENCE

IF4.6

2021-06-28

OAAI

Gao, Yue; Song, Zihang; Zhang, Han; Fuller, Sean; Lambert, Andrew; Ying, Zhinong; Mahonen, Petri; Eldar, Yonina; Cui, Shuguang; Plumbley, Mark D.; Parini, Clive; Nallanathan, Arumugam

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Deep Learning-Based Energy Disaggregation and On/Off Detection of Household Appliances

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2021-05-03

OAAI

Jiang, Jie; Kong, Qiuqiang; Plumbley, Mark D.; Gilbert, Nigel; Hoogendoorn, Mark; Roijers, Diederik M.

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CAA-Net: Conditional Atrous CNNs With Attention for Explainable Device-Robust Acoustic Scene Classification

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2021-01-01