| SVD-based redundancy removal in 1-D CNNs for acoustic scene classification A Singh, P Rajan, A Bhavsar Pattern Recognition Letters 131, 383-389, 2020 | 17 | 2020 |
| Target recognition in infrared imagery using convolutional neural network A Akula, A Singh, R Ghosh, S Kumar, HK Sardana Proceedings of International Conference on Computer Vision and Image …, 2017 | 16 | 2017 |
| A Layer-wise Score Level Ensemble Framework for Acoustic Scene Classification A Singh, A Thakur, P Rajan, A Bhavsar 2018 26th European Signal Processing Conference (EUSIPCO), 2018 | 15 | 2018 |
| Low-complexity CNNs for acoustic scene classification A Singh, MD Plumbley arXiv preprint arXiv:2207.11529, 2022 | 14 | 2022 |
| Deep Hidden Analysis: A Statistical Framework to Prune Feature Maps A Singh, P Rajan, A Bhavsar ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 13 | 2019 |
| A passive similarity based CNN filter pruning for efficient acoustic scene classification A Singh, MD Plumbley Interspeech 2022, 2022 | 10 | 2022 |
| Adaptive filter for ECG noise Reduction using Rls Algorithm A Singh, R Mehra International Journal of Engineering Research and Applications 3 (6), 1304-1308, 2013 | 10 | 2013 |
| Continual learning for on-device environmental sound classification Y Xiao, X Liu, J King, A Singh, ES Chng, MD Plumbley, W Wang arXiv preprint arXiv:2207.07429, 2022 | 6 | 2022 |
| Deep Multi-view Features from Raw Audio for Acoustic Scene Classification A Singh, P Rajan, A Bhavsar DCASE 2019, 2019 | 4 | 2019 |
| APE: ARCHETYPAL-PROTOTYPAL EMBEDDINGS FOR AUDIO CLASSIFICATION A Singh, A Thakur, P Rajan Machine Learning for Signal Processing (MLSP), 2018 IEEE 28th International …, 2018 | 3 | 2018 |
| Efficient CNNs via passive filter pruning A Singh, MD Plumbley arXiv preprint arXiv:2304.02319, 2023 | 2 | 2023 |
| 1-D CNN based Acoustic Scene Classification via Reducing Layer-wise Dimensionality A Singh arXiv preprint arXiv:2204.00555, 2022 | 2 | 2022 |
| E-PANNs: Sound Recognition Using Efficient Pre-trained Audio Neural Networks A Singh, H Liu, MD Plumbley 52nd International Congress and Exposition on Noise Control Engineering …, 2023 | 1 | 2023 |
| Audio Tagging on an Embedded Hardware Platform G Bibbo, A Singh, MD Plumbley arXiv preprint arXiv:2306.09106, 2023 | 1 | 2023 |
| Efficient Similarity-based Passive Filter Pruning for Compressing CNNs A Singh, MD Plumbley ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
| PRUNING AND QUANTIZATION FOR LOW-COMPLEXITY ACOUSTIC SCENE CLASSIFICATION A Singh, DV Devalraju, P Rajan | 1 | 2020 |
| Compressing audio CNNs with graph centrality based filter pruning JA King, A Singh, MD Plumbley 2023 IEEE Workshop on Applications of Signal Processing to Audio and …, 2023 | | 2023 |
| A Lightweight Machine Learning Framework For Acoustic Health Monitoring of Industrial Machines A Singh, R Arvind Available at SSRN 4507707, 2023 | | 2023 |
| AN OPERATOR NORM BASED PASSIVE FILTER PRUNING METHOD FOR EFFICIENT CNNS A Singh, Y Li, MD Plumbley | | 2022 |
| Health Monitoring of Industrial machines using Scene-Aware Threshold Selection A Singh, R Arvind, P Rajan arXiv preprint arXiv:2111.10897, 2021 | | 2021 |
Mark D. PlumbleyCentre for Vision, Speech and Signal Processing (CVSSP), University of SurreyVerified email at surrey.ac.uk
