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Plumbley, Mark D.

  1. PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition
    2019/12/21 by Qiuqiang Kong, Kong, Qiuqiang, Yin Cao +9 · 140 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  2. AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
    2023/01/29 by Haohe Liu, Zehua Chen, Liu, Haohe +13 · 162 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  3. AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining
    2023/08/10 by Haohe Liu, Liu, Haohe, Yi Yuan +17 · 110 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  4. An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection
    2020/10/25 by Yin Cao, Cao, Yin, Turab Iqbal +9 · 17 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Animal Vocal Communication and Behavior #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  5. Separate What You Describe: Language-Queried Audio Source Separation
    2022/03/28 by Xubo Liu, Haohe Liu, Liu, Xubo +13 · 19 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  6. Separate Anything You Describe
    2023/08/09 by Xubo Liu, Liu, Xubo, Qiuqiang Kong +17 · 23 citations
    Computer Science · #Speech and Audio Processing #Music and Audio Processing #Speech Recognition and Synthesis
  7. AudioSR: Versatile Audio Super-resolution at Scale
    2023/09/13 by Liu, Haohe, Chen, Ke, Tian, Qiao +2 · 20 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Signal Processing (eess.SP) #Sound (cs.SD) #electronic engineering #information engineering
  8. Deep Karaoke: Extracting Vocals from Musical Mixtures Using a\n Convolutional Deep Neural Network
    2015/04/17 by Andrew Simpson, Andrew J. R. Simpson, Simpson, Andrew J. R. +4 · 1 voice · 3 citations
    Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #cs.LG #cs.NE #cs.SD
  9. Universal Source Separation with Weakly Labelled Data
    2023/05/11 by Qiuqiang Kong, Ke Chen, Kong, Qiuqiang +11 · 11 citations
    Computer Science · #Speech and Audio Processing #Music and Audio Processing #Speech Recognition and Synthesis
  10. WavJourney: Compositional Audio Creation with Large Language Models
    2023/07/26 by Xubo Liu, Liu, Xubo, Zhongkai Zhu +19 · 11 citations
    Computer Science · #Music and Audio Processing #Music Technology and Sound Studies
  11. FlowSep: Language-Queried Sound Separation with Rectified Flow Matching
    2024/09/11 by Yi Yuan, Yuan, Yi, Xubo Liu +7 · 17 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  12. Audio Captioning Transformer
    2021/07/21 by Xinhao Mei, Mei, Xinhao, Xubo Liu +7 · 7 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #Video Analysis and Summarization #electronic engineering #information engineering
  13. Gender Bias in Depression Detection Using Audio Features
    2020/10/28 by Bailey, Andrew, Plumbley, Mark D. · 5 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Sound (cs.SD) #electronic engineering #information engineering
  14. T-CLAP: Temporal-Enhanced Contrastive Language-Audio Pretraining
    2024/04/27 by Yi Yuan, Yuan, Yi, Zhuo Chen +15 · 10 citations
    Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Phonetics and Phonology Research #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  15. Event-Independent Network for Polyphonic Sound Event Localization and Detection
    2020/09/30 by Yin Cao, Cao, Yin, Turab Iqbal +9 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  16. Sound-VECaps: Improving Audio Generation with Visual Enhanced Captions
    2024/07/05 by Yi Yuan, Dongya Jia, Yuan, Yi +19 · 10 citations
    Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Subtitles and Audiovisual Media #Video Analysis and Summarization #electronic engineering #information engineering
  17. AudioSetCaps: An Enriched Audio-Caption Dataset using Automated Generation Pipeline with Large Audio and Language Models
    2024/11/28 by Jisheng Bai, Bai, Jisheng, Haohe Liu +13 · 11 citations
    Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing
  18. On Metric Learning for Audio-Text Cross-Modal Retrieval
    2022/03/29 by Xinhao Mei, Mei, Xinhao, Xubo Liu +7 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  19. Sound Event Detection of Weakly Labelled Data with CNN-Transformer and Automatic Threshold Optimization
    2019/12/10 by Qiuqiang Kong, Kong, Qiuqiang, Yong Xu +5 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  20. Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention
    2022/10/28 by Xubo Liu, Liu, Xubo, Qiushi Huang +23 · 4 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Subtitles and Audiovisual Media #Video Analysis and Summarization #electronic engineering #information engineering
  21. An open dataset for research on audio field recording archives: freefield1010
    2013/09/20 by Dan Stowell, Mark D. Plumbley, Stowell, Dan +1 · 2 citations
    Computer Science · #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Video Analysis and Summarization
  22. A Track-Wise Ensemble Event Independent Network for Polyphonic Sound Event Localization and Detection
    2022/03/19 by Jinbo Hu, Hu, Jinbo, Yin Cao +11 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  23. Description on IEEE ICME 2024 Grand Challenge: Semi-supervised Acoustic Scene Classification under Domain Shift
    2024/02/05 by Jisheng Bai, Mou Wang, Bai, Jisheng +25 · 5 citations
    Computer Science · #Speech and Audio Processing #Music and Audio Processing #Speech Recognition and Synthesis
  24. Convolutional Gated Recurrent Neural Network Incorporating Spatial Features for Audio Tagging
    2017/02/24 by Yong Xu, Xu, Yong, Qiuqiang Kong +7 · 4 citations
    Computer Science · #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Neural and Evolutionary Computing (cs.NE) #Sound (cs.SD) #Speech and Audio Processing
  25. Retrieval-Augmented Text-to-Audio Generation
    2023/09/14 by Yi Yuan, Yuan, Yi, Haohe Liu +9 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  26. WavCraft: Audio Editing and Generation with Large Language Models
    2024/03/14 by Jinhua Liang, Huan Zhang, Liang, Jinhua +17 · 6 citations
    Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis
  27. Source separation with weakly labelled data: An approach to computational auditory scene analysis
    2020/02/06 by Qiuqiang Kong, Yuxuan Wang, Kong, Qiuqiang +9 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  28. SyncFlow: Toward Temporally Aligned Joint Audio-Video Generation from Text
    2024/12/03 by Haohe Liu, Gaël Le Lan, Liu, Haohe +17 · 6 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  29. An Encoder-Decoder Based Audio Captioning System With Transfer and Reinforcement Learning
    2021/08/05 by Xinhao Mei, Mei, Xinhao, Qiushi Huang +22 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  30. Adapting Language-Audio Models as Few-Shot Audio Learners
    2023/05/28 by Jinhua Liang, Liang, Jinhua, Xubo Liu +11 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  31. Diverse Audio Captioning via Adversarial Training
    2021/10/13 by Xinhao Mei, Xubo Liu, Mei, Xinhao +7 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  32. ARCA23K: An audio dataset for investigating open-set label noise
    2021/09/19 by Turab Iqbal, Iqbal, Turab, Yin Cao +7 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  33. Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation Chains
    2022/09/05 by Jinbo Hu, Hu, Jinbo, Yin Cao +11 · 3 citations
    Computer Science · Engineering · #Acoustic Wave Phenomena Research #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  34. Leveraging Pre-trained BERT for Audio Captioning
    2022/03/06 by Xubo Liu, Liu, Xubo, Xinhao Mei +15 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  35. A decade of DCASE: Achievements, practices, evaluations and future challenges
    2024/10/07 by Annamaria Mesaros, Mesaros, Annamaria, Serizel, Romain +6 · 6 citations
    Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis #Time Series Analysis and Forecasting
  36. A measure of statistical complexity based on predictive information
    2010/12/08 by Samer Abdallah, Abdallah, Samer A., Mark D. Plumbley +1 · 1 citation
    Physics and Astronomy · #Data Analysis #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Information Theory (cs.IT) #Statistical Mechanics and Entropy #Statistics Theory (math.ST) #Statistics and Probability (physics.data-an)
  37. Surrey-cvssp system for DCASE2017 challenge task4
    2017/09/02 by Yong Xu, Qiuqiang Kong, Xu, Yong +5 · 3 citations
    Computer Science · #Computational Physics and Python Applications #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications
  38. Conditional Sound Generation Using Neural Discrete Time-Frequency Representation Learning
    2021/07/21 by Xubo Liu, Turab Iqbal, Liu, Xubo +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  39. E-PANNs: Sound Recognition Using Efficient Pre-trained Audio Neural Networks
    2023/05/30 by Arshdeep Singh, Singh, Arshdeep, Haohe Liu +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  40. Large-scale weakly supervised audio classification using gated convolutional neural network
    2017/10/01 by Yong Xu, Qiuqiang Kong, Xu, Yong +5 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  41. Continual Learning For On-Device Environmental Sound Classification
    2022/07/15 by Xiao Yang, Xubo Liu, Xiao, Yang +11 · 2 citations
    Computer Science · Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #Underwater Acoustics Research #electronic engineering #information engineering
  42. Leveraging Pre-trained AudioLDM for Sound Generation: A Benchmark Study
    2023/03/07 by Yi Yuan, Yuan, Yi, Haohe Liu +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  43. PSELDNets: Pre-trained Neural Networks on a Large-scale Synthetic Dataset for Sound Event Localization and Detection
    2024/11/10 by Jinbo Hu, Yin Cao, Hu, Jinbo +13 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  44. Efficient CNNs via Passive Filter Pruning
    2023/04/05 by Arshdeep Singh, Singh, Arshdeep, Mark D. Plumbley +1 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Signal Processing (eess.SP) #Speech and Audio Processing #electronic engineering #information engineering
  45. Federated Learning With Highly Imbalanced Audio Data
    2021/05/18 by Marc C. Green, Green, Marc C., Mark D. Plumbley +1 · 1 citation
    Computer Science · #Advanced Steganography and Watermarking Techniques #Audio and Speech Processing (eess.AS) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  46. Text-Driven Foley Sound Generation With Latent Diffusion Model
    2023/06/17 by Yuan, Yi, Liu, Haohe, Liu, Xubo +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  47. Surrey System for DCASE 2022 Task 5: Few-shot Bioacoustic Event Detection with Segment-level Metric Learning
    2022/07/21 by Haohe Liu, Xubo Liu, Liu, Haohe +9 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Music and Audio Processing #Speech and Audio Processing #Animal Vocal Communication and Behavior
  48. Learning Temporal Resolution in Spectrogram for Audio Classification
    2022/10/04 by Haohe Liu, Xubo Liu, Liu, Haohe +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  49. Simple Pooling Front-ends For Efficient Audio Classification
    2022/10/03 by Xubo Liu, Liu, Xubo, Haohe Liu +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Neural Networks and Applications #Signal Processing (eess.SP) #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  50. Efficient Similarity-based Passive Filter Pruning for Compressing CNNs
    2022/10/27 by Arshdeep Singh, Singh, Arshdeep, Mark D. Plumbley +1 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  51. Selective-Memory Meta-Learning with Environment Representations for Sound Event Localization and Detection
    2023/12/27 by Jinbo Hu, Yin Cao, Hu, Jinbo +11 · 2 citations
    Computer Science · Engineering · #Music and Audio Processing #Speech and Audio Processing #Acoustic Wave Phenomena Research
  52. Universal Sound Separation with Self-Supervised Audio Masked Autoencoder
    2024/07/16 by Junqi Zhao, Zhao, Junqi, Xubo Liu +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering