| Federated learning: a collaborative effort to achieve better medical imaging models for individual sites that have small labelled datasets D Ng, X Lan, MMS Yao, WP Chan, M Feng Quantitative Imaging in Medicine and Surgery 11 (2), 852, 2021 | 103 | 2021 |
| ConvMixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-field Keyword Spotting D Ng, Y Chen, B Tian, Q Fu, ES Chng ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 40 | 2022 |
| Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals X Lan, D Ng, S Hong, M Feng Proceedings of the AAAI Conference on Artificial Intelligence, 36(4), 4532-4540., 2022 | 37 | 2022 |
| Deep Learning Systems for Pneumothorax Detection on Chest Radiographs: A Multicenter External Validation Study YL Thian, D Ng, JTPD Hallinan, P Jagmohan, DSY Sia, CH Tan, YH Ting, ... Radiology: Artificial Intelligence, e200190, 2021 | 27 | 2021 |
| De’hubert: Disentangling noise in a self-supervised model for robust speech recognition D Ng, R Zhang, JQ Yip, Z Yang, J Ni, C Zhang, Y Ma, C Ni, ES Chng, ... ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 15 | 2023 |
| Effect of Training Data Volume on Performance of Convolutional Neural Network Pneumothorax Classifiers YL Thian, D Ng, JTPD Hallinan, P Jagmohan, SY Sia, JSA Mohamed, ... Journal of Digital Imaging, 1-12, 2022 | 11 | 2022 |
| Detection of pneumothorax with deep learning models: learning from radiologist labels vs natural language processing model generated labels JTPD Hallinan, M Feng, D Ng, SY Sia, VTY Tiong, P Jagmohan, ... Academic Radiology 29 (9), 1350-1358, 2022 | 8 | 2022 |
| Today’s radiologists meet tomorrow’s AI: the promises, pitfalls, and unbridled potential D Ng, H Du, MMS Yao, RO Kosik, WP Chan, M Feng Quantitative Imaging in Medicine and Surgery 11 (6), 2775, 2021 | 8 | 2021 |
| Contrastive speech mixup for low-resource keyword spotting D Ng, R Zhang, JQ Yip, C Zhang, Y Ma, TH Nguyen, C Ni, ES Chng, B Ma ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 7 | 2023 |
| I2CR: Improving noise robustness on keyword spotting using inter-intra contrastive regularization D Ng, JQ Yip, T Surana, Z Yang, C Zhang, Y Ma, C Ni, ES Chng, B Ma 2022 Asia-Pacific Signal and Information Processing Association Annual …, 2022 | 5 | 2022 |
| ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention JQ Yip, T Truong, D Ng, C Zhang, Y Ma, TH Nguyen, C Ni, S Zhao, ... INTERSPEECH 2023, 2023 | 4 | 2023 |
| Small Footprint Multi-channel Network for Keyword Spotting with Centroid Based Awareness D Ng, Y Xiao, JQ Yip, Z Yang, B Tian, Q Fu, ES Chng, B Ma INTERSPEECH 2023, 2023 | 3* | 2023 |
| Adaptive knowledge distillation between text and speech pre-trained models J Ni, Y Ma, W Wang, Q Chen, D Ng, H Lei, TH Nguyen, C Zhang, B Ma, ... ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 3 | 2023 |
| Medical Image Recognition: An Explanation and Hands-On Example of Convolutional Networks D Ng, M Feng Leveraging Data Science for Global Health, 263-284, 2020 | 3 | 2020 |
| Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition Z Yang, D Ng, C Zhang, X Fu, R Jiang, W Xi, Y Ma, C Ni, ES Chng, B Ma, ... INTERSPEECH 2023, 2023 | 2 | 2023 |
| MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation S Zhao, Y Ma, C Ni, C Zhang, H Wang, TH Nguyen, K Zhou, JQ Yip, D Ng, ... ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 1 | 2024 |
| Noise robust distillation of self-supervised speech models via correlation metrics F Ritter-Gutierrez, KP Huang, D Ng, JHM Wong, H Lee, ES Chng, ... arXiv preprint arXiv:2312.12153, 2023 | 1 | 2023 |
| Are Soft Prompts Good Zero-shot Learners for Speech Recognition? D Ng, C Zhang, R Zhang, Y Ma, F Ritter-Gutierrez, TH Nguyen, C Ni, ... ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
| Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement Z Yang, D Ng, X Li, C Zhang, R Jiang, W Xi, Y Ma, C Ni, J Zhao, B Ma, ... INTERSPEECH 2023, 2023 | 1 | 2023 |
| Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition D Ng, C Zhang, R Zhang, Y Ma, TH Nguyen, C Ni, S Zhao, Q Chen, ... INTERSPEECH 2023, 2023 | 1 | 2023 |
Bin MaAlibabaVerified email at alibaba-inc.com
