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Mark D. Plumbley — most-cited papers & profile · Speech Audio
← authors
·
overview
Mark D. Plumbley
17
papers ·
262
citations ·
56
h-index
King's College London · University of Surrey
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Single Channel Audio Source Separation using Convolutional Denoising Autoencoders
2017 · 106 citations
AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
2023 · 82 citations
Conditional Sound Generation Using Neural Discrete Time-Frequency Representation Learning
2021 · 33 citations
Deep Karaoke: Extracting Vocals from Musical Mixtures Using a Convolutional Deep Neural Network
2015 · 15 citations
Large-scale weakly supervised audio classification using gated convolutional neural network
2017 · 13 citations
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining
2023 · 5 citations
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation
2017 · 4 citations
Simple Pooling Front-ends For Efficient Audio Classification
2022 · 3 citations
AudioSR: Versatile Audio Super-resolution at Scale
2023 · 1 citations
AudioRAG+: Feedback-driven Retrieval-augmented Audio Generation with Large Audio Language Models
2025
DreamAudio: Customized Text-to-Audio Generation with Diffusion Models
2025
Deep Remix: Remixing Musical Mixtures Using a Convolutional Deep Neural Network
2015
Multi-Band Multi-Resolution Fully Convolutional Neural Networks for Singing Voice Separation
2019
Sound Event Localization and Detection Using CRNN on Pairs of Microphones
2019
Retrieval-Augmented Text-to-Audio Generation
2023
Top co-authors
Wenwu Wang
· 10
Haohe Liu
· 8
Xubo Liu
· 5
Emad M. Grais
· 3
Qiuqiang Kong
· 3
Xinhao Mei
· 3
Gerard Roma
· 2
Jinzheng Zhao
· 2
Mengyue Wu
· 2
Qiao Tian
· 2
Qiushi Huang
· 2
Xuenan Xu
· 2
Topics
Audio Generation
Audio Understanding
Music Generation
Multimodal Audio
Speech Enhancement
cs.NE
stat.ML
Text-to-Speech