publications

2026

1. IEEE TASLP

   

   SFM-Adapter: Style-aware Feature Manipulation Adapter for Speech Style Editing

   Yun Chen, Haohe Liu, Qi Chen, and 5 more authors

   IEEE Transactions on Audio, Speech and Language Processing, 2026

   DOI HTML
2. IEEE TASLP

   

   Compressing Quaternion Convolutional Neural Networks for Audio Classification

   Arshdeep Singh, Vinayak Abrol, and Mark D Plumbley

   IEEE Transactions on Audio, Speech and Language Processing, 2026

   Bib HTML

   @article{singh2026compressing,
     title = {Compressing Quaternion Convolutional Neural Networks for Audio Classification},
     author = {Singh, Arshdeep and Abrol, Vinayak and Plumbley, Mark D},
     journal = {IEEE Transactions on Audio, Speech and Language Processing},
     year = {2026},
     dimensions = {true},
     pages = {--}
   }

3. ICASSP 2026

   

   ISSE: An Instruction-Guided Speech Style Editing Dataset And Benchmark

   Yun Chen, Qi Chen, Zheqi Dai, and 3 more authors

   IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026

   DOI Bib HTML

   @article{chen2025isse,
     title = {ISSE: An Instruction-Guided Speech Style Editing Dataset And Benchmark},
     author = {Chen, Yun and Chen, Qi and Dai, Zheqi and Singh, Arshdeep and Jackson, Philip JB and Plumbley, Mark D},
     journal = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
     year = {2026},
     dimensions = {true},
     pages = {--},
     doi = {10.1109/ICASSP55912.2026.11464188}
   }

2025

1. IEEE TASLP

   

   Efficient CNNs via Passive Filter Pruning

   Arshdeep Singh and Mark D Plumbley

   IEEE Transactions on Audio, Speech and Language Processing, 2025

   DOI Bib HTML Code

   @article{singh2025efficient,
     title = {Efficient CNNs via Passive Filter Pruning},
     author = {Singh, Arshdeep and Plumbley, Mark D},
     journal = {IEEE Transactions on Audio, Speech and Language Processing},
     year = {2025},
     publisher = {IEEE},
     url = {https://ieeexplore.ieee.org/document/10966165},
     dimensions = {true},
     doi = {10.1109/TASLPRO.2025.3561589},
     pages = {--}
   }

2. Forum Acousticum

   

   Soundscape experience mapping: A deep listening approach for eliciting older adults’ perceptions of indoor soundscapes

   Thomas Edward Deacon, Gabriel Bibbo, Arshdeep Singh, and 1 more author

   In Forum Acusticum Euronoise, 2025

   Bib HTML

   @inproceedings{deacon2025soundscape,
     title = {Soundscape experience mapping: A deep listening approach for eliciting older adults’ perceptions of indoor soundscapes},
     author = {Deacon, Thomas Edward and Bibbo, Gabriel and Singh, Arshdeep and Plumbley, Mark D},
     booktitle = {Forum Acusticum Euronoise},
     year = {2025},
     dimensions = {true},
     url = {https://www.fa-euronoise2025.org/},
     pages = {--}
   }

3. AES AIMLA

   

   Integrating IP Broadcasting with Audio Tags: Workflow and Challenges

   Rhys Burchett-Vass, Arshdeep Singh, Gabriel Bibbó, and 1 more author

   Audio Engineering Society Conference on AI and Machine Learning for Audio (AES AIMLA), QMU, London, 2025

   Bib HTML

   @article{burchett2024integrating,
     title = {Integrating IP Broadcasting with Audio Tags: Workflow and Challenges},
     author = {Burchett-Vass, Rhys and Singh, Arshdeep and Bibb{\'o}, Gabriel and Plumbley, Mark D},
     journal = {Audio Engineering Society Conference on AI and Machine Learning for Audio (AES AIMLA), QMU, London},
     year = {2025},
     dimensions = {true},
     url = {https://arxiv.org/abs/2407.15423},
     pages = {--}
   }

4. AES AIMLA

   

   Privacy for Audio AI: Risks, Challenges, and Emerging Solutions in the Era of Audio AI

   Thomas Deacon, Jennifer Williams, Jason RC Nurse, and 4 more authors

   AES International Conference on Artificial Intelligence and Machine Learning for Audio (AES AIMLA), 2025

   DOI HTML

2024

1. ChiME

   

   The Sounds of Home: A Speech-Removed Residential Audio Dataset for Sound Event Detection

   Gabriel Bibbó, Thomas Deacon, Arshdeep Singh, and 1 more author

   In 8th International Workshop on Speech Processing in Everyday Environments (CHiME 2024), 2024

   DOI Bib HTML

   @inproceedings{bibbo24_chime,
     title = {The Sounds of Home: A Speech-Removed Residential Audio Dataset for Sound Event Detection},
     author = {Bibb{\'o}, Gabriel and Deacon, Thomas and Singh, Arshdeep and Plumbley, Mark D.},
     year = {2024},
     booktitle = {8th International Workshop on Speech Processing in Everyday Environments (CHiME 2024)},
     pages = {49--53},
     dimensions = {true},
     doi = {10.21437/CHiME.2024-11},
   }

2. IEEE MLSP

   

   Investigating Passive Filter Pruning for Efficient CNN-Transformer Audio Captioning

   Xuenan Xu, Arshdeep Singh, Mengyue Wu, and 2 more authors

   In 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP), 2024

   DOI Bib HTML

   @inproceedings{Xu2024,
     author = {Xu, Xuenan and Singh, Arshdeep and Wu, Mengyue and Wang, Wenwu and Plumbley, Mark D},
     booktitle = {2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP)},
     title = {Investigating Passive Filter Pruning for Efficient CNN-Transformer Audio Captioning},
     year = {2024},
     dimensions = {true},
     doi = {10.1109/MLSP58920.2024.10734745},
     pages = {--}
   }

3. Interspeech

   

   Efficient CNNs with Quaternion Transformations and Pruning for Audio Tagging

   Aryan Chaudhary, Arshdeep Singh, Vinayak Abrol, and 1 more author

   In Interspeech 2024, 2024

   DOI Bib Code

   @inproceedings{chaudhary24_interspeech,
     title = {Efficient CNNs with Quaternion Transformations and Pruning for Audio Tagging},
     author = {Chaudhary, Aryan and Singh, Arshdeep and Abrol, Vinayak and Plumbley, Mark D.},
     year = {2024},
     booktitle = {Interspeech 2024},
     pages = {1150--1154},
     doi = {10.21437/Interspeech.2024-1331},
     issn = {2958-1796},
     dimensions = {true},
   }

4. Internoise

   

   Environmental sound classification using raw-audio based ensemble framework

   Arshdeep Singh, Thomas Deacon, and Mark D Plumbley

   In INTER-NOISE and NOISE-CON Congress and Conference Proceedings, 2024

   Bib HTML

   @inproceedings{singh2024environmental,
     title = {Environmental sound classification using raw-audio based ensemble framework},
     author = {Singh, Arshdeep and Deacon, Thomas and Plumbley, Mark D},
     booktitle = {INTER-NOISE and NOISE-CON Congress and Conference Proceedings},
     volume = {270},
     number = {5},
     pages = {6402--6410},
     year = {2024},
     dimensions = {true},
     organization = {Institute of Noise Control Engineering},
     url = {https://ince.publisher.ingentaconnect.com/content/ince/incecp/2024/00000270/00000005/art00044},
   }

5. SMC

   

   Soundscape Personalisation at Work: Designing AI-Enabled Sound Technologies for the Workplace

   Thomas Deacon, Arshdeep Singh, Gabriel Bibbo, and 1 more author

   In Sound and Music Computing (SMC 2024), 2024

   Bib HTML

   @inproceedings{deacon2024soundscape,
     title = {Soundscape Personalisation at Work: Designing AI-Enabled Sound Technologies for the Workplace},
     author = {Deacon, Thomas and Singh, Arshdeep and Bibbo, Gabriel and Plumbley, Mark D},
     booktitle = {Sound and Music Computing (SMC 2024)},
     year = {2024},
     dimensions = {true},
     pages = {--}
   }

6. Design4Health

   

   Designing AI for Home Wellbeing and Implications for Future Healthcare Technologies

   Emily Mary Corrigan-Kavanagh, Mark David Plumbley, David Mark Frohlich, and 1 more author

   Design4Health 2024: Equilibrium in a time of permacrisis, 2024

   Bib HTML

   @article{corrigan1designing,
     title = {Designing AI for Home Wellbeing and Implications for Future Healthcare Technologies},
     author = {Corrigan-Kavanagh, Emily Mary and Plumbley, Mark David and Frohlich, David Mark and Singh, Arshdeep},
     journal = {Design4Health 2024: Equilibrium in a time of permacrisis},
     volume = {1},
     pages = {35--38},
     dimensions = {true},
     year = {2024}
   }

7. Internoise

   

   Environmental sound classification on an embedded hardware platform

   Gabriel Bibbó, Arshdeep Singh, and Mark D Plumbley

   In INTER-NOISE and NOISE-CON Congress and Conference Proceedings, 2024

   Bib HTML Video

   @inproceedings{bibbo2024environmental,
     title = {Environmental sound classification on an embedded hardware platform},
     author = {Bibb{\'o}, Gabriel and Singh, Arshdeep and Plumbley, Mark D},
     booktitle = {INTER-NOISE and NOISE-CON Congress and Conference Proceedings},
     volume = {270},
     number = {5},
     pages = {6376--6385},
     year = {2024},
     dimensions = {true},
     organization = {Institute of Noise Control Engineering},
   }

2023

1. IEEE WASPAA

   

   Compressing Audio CNNS with Graph Centrality Based Filter Pruning

   James A King, Arshdeep Singh, and Mark D. Plumbley

   In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2023

   DOI Code
2. Internoise

   

   E-PANNs: sound recognition using efficient pre-trained audio neural networks

   Arshdeep Singh, Haohe Liu, and Mark D Plumbley

   In Inter-Noise and Noise-Con Congress and Conference Proceedings, 2023

   DOI HTML
3. ICASSP

   

   Efficient Similarity-Based Passive Filter Pruning for Compressing CNNS

   Arshdeep Singh and Mark D. Plumbley

   In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023

   DOI Code

2022

1. DCASE

   

   Low-Complexity CNNs for Acoustic Scene Classification

   Arshdeep Singh and Mark D. Plumbley

   In Proceedings of the 7th Detection and Classification of Acoustic Scenes and Events 2022 Workshop (DCASE2022), Nov 2022

   HTML
2. DCASE

   

   Continual Learning for On-Device Environmental Sound Classification

   Yang Xiao, Xubo Liu, James King, and 4 more authors

   In Proceedings of the 7th Detection and Classification of Acoustic Scenes and Events 2022 Workshop (DCASE2022), Nov 2022

   HTML
3. Interspeech

   

   A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification

   Arshdeep Singh and Mark D. Plumbley

   In Interspeech 2022, Nov 2022

   DOI HTML Code