| 2025 | COMPSAC | Analysis and Reconstruction of Laryngectomised Speech using GAN Models. | Raj Patel, Hamid R. Sharifzadeh, Maryam Erfanian, Ian McLoughlin, Jacqueline E. Allen |
| 2025 | ICASSP | PNP-RKD: A Positive-Negative Pair based Relational Knowledge Distillation Method for Cross-Domain Speaker Verification. | Qing Gu, Yan Song, Nan Jiang, Pengfei Cai, Ian McLoughlin |
| 2025 | ICASSP | Prototype based Masked Audio Model for Self-Supervised Learning of Sound Event Detection. | Pengfei Cai, Yan Song, Nan Jiang, Qing Gu, Ian McLoughlin |
| 2025 | Interspeech | An Effective Anomalous Sound Detection Method Based on Global and Local Attribute Mining. | Nan Jiang, Yan Song, Qing Gu, Haoyu Song, Lirong Dai, Ian McLoughlin |
| 2025 | Interspeech | Finetune Large Pre-Trained Model Based on Frequency-Wise Multi-Query Attention Pooling for Anomalous Sound Detection. | Nan Jiang, Yan Song, Qing Gu, Haoyu Song, Lirong Dai, Ian McLoughlin |
| 2025 | Interspeech | A Domain Robust Pre-Training Method with Local Prototypes for Speaker Verification. | Qing Gu, Yan Song, Haoyu Song, Nan Jiang, Lirong Dai, Ian McLoughlin |
| 2025 | Interspeech | Automated evaluation of children's speech fluency for low-resource languages. | Bowen Zhang, Nur Afiqah Abdul Latiff, Justin Kan, Rong Tong, Donny Soh, Xiaoxiao Miao, Ian McLoughlin |
| 2025 | Interspeech | LSPnet: an ultra-low bitrate hybrid neural codec. | Bowen Zhang, Ian McLoughlin, Xiaoxiao Miao, A. S. Madhukumar |
| 2024 | ICASSP | Meta Representation Learning Method for Robust Speaker Verification in Unseen Domains. | Jian-Tao Zhang, Yan Song, Jin Li, Wu Guo, Hao-Yu Song, Ian McLoughlin |
| 2024 | Interspeech | MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection. | Pengfei Cai, Yan Song, Kang Li, Haoyu Song, Ian McLoughlin |
| 2024 | Interspeech | An Effective Local Prototypical Mapping Network for Speech Emotion Recognition. | Yuxuan Xi, Yan Song, Lirong Dai, Haoyu Song, Ian McLoughlin |
| 2024 | Interspeech | DB-PMAE: Dual-Branch Prototypical Masked AutoEncoder with locality for domain robust speaker verification. | Wei-Lin Xie, Yu-Xuan Xi, Yan Song, Jian-Tao Zhang, Hao-Yu Song, Ian McLoughlin |
| 2024 | ISMAR | Single channel AI speech reverberation time modification for room dimension matching. | Ian McLoughlin, Jeannie S. Lee, Indriyati Atmosukarto |
| 2024 | MICCAI | Optimizing BI-RADS 4 Lesion Assessment Using Lightweight Convolutional Neural Network with CBAM in Contrast Enhanced Mammography. | Oladosu Oladimeji, Hamail Ayaz, Ian McLoughlin, Saritha Unnikrishnan |
| 2024 | Tencon | DNN-Based Speech Re-Reverb for VR Rooms. | Ian McLoughlin, Jeannie Su Ann Lee, Indriyati Atmosukarto, Zhongqiang Ding |
| 2023 | ICASSP | An Effective Anomalous Sound Detection Method Based on Representation Learning with Simulated Anomalies. | Han Chen, Yan Song, Zhu Zhuo, Yu Zhou, Yu-Hong Li, Hui Xue, Ian McLoughlin |
| 2023 | ICASSP | Stargan-vc Based Cross-Domain Data Augmentation for Speaker Verification. | Hang-Rui Hu, Yan Song, Jian-Tao Zhang, Li-Rong Dai, Ian McLoughlin, Zhu Zhuo, Yu Zhou, Yu-Hong Li, Hui Xue |
| 2023 | ICASSP | AST-SED: An Effective Sound Event Detection Method Based on Audio Spectrogram Transformer. | Kang Li, Yan Song, Li-Rong Dai, Ian McLoughlin, Xin Fang, Lin Liu |
| 2023 | ICASSP | Joint Generative-Contrastive Representation Learning for Anomalous Sound Detection. | Xiao-Min Zeng, Yan Song, Zhu Zhuo, Yu Zhou, Yu-Hong Li, Hui Xue, Li-Rong Dai, Ian McLoughlin |
| 2023 | Interspeech | Fine-tuning Audio Spectrogram Transformer with Task-aware Adapters for Sound Event Detection. | Kang Li, Yan Song, Ian McLoughlin, Lin Liu, Jin Li, Li-Rong Dai |
| 2023 | Interspeech | Robust Prototype Learning for Anomalous Sound Detection. | Xiao-Min Zeng, Yan Song, Ian McLoughlin, Lin Liu, Li-Rong Dai |
| 2022 | ICASSP | Self-Supervised Representation Learning for Unsupervised Anomalous Sound Detection Under Domain Shift. | Han Chen, Yan Song, Li-Rong Dai, Ian McLoughlin, Lin Liu |
| 2022 | ICASSP | Domain Robust Deep Embedding Learning for Speaker Recognition. | Hang-Rui Hu, Yan Song, Ying Liu, Li-Rong Dai, Ian McLoughlin, Lin Liu |
| 2022 | ICASSP | Frontend Attributes Disentanglement for Speech Emotion Recognition. | Yuxuan Xi, Yan Song, Li-Rong Dai, Ian McLoughlin, Lin Liu |
| 2022 | Interspeech | Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition. | Zhifu Gao, Shiliang Zhang, Ian McLoughlin, Zhijie Yan |
| 2022 | Interspeech | Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification. | Hang-Rui Hu, Yan Song, Li-Rong Dai, Ian McLoughlin, Lin Liu |
| 2021 | ICASSP | An Effective Deep Embedding Learning Method Based on Dense-Residual Networks for Speaker Verification. | Ying Liu, Yan Song, Ian McLoughlin, Lin Liu, Li-Rong Dai |
| 2021 | ICASSP | Self-Attention Generative Adversarial Network for Speech Enhancement. | Huy Phan, Huy Le Nguyen, Oliver Y. Chn, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins |
| 2021 | ICASSP | Multi-View Audio And Music Classification. | Huy Phan, Huy Le Nguyen, Oliver Y. Chn, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins |
| 2021 | ICASSP | An Improved Mean Teacher Based Method for Large Scale Weakly Labeled Semi-Supervised Sound Event Detection. | Xu Zheng, Yan Song, Ian McLoughlin, Lin Liu, Li-Rong Dai |
| 2021 | Interspeech | Extremely Low Footprint End-to-End ASR System for Smart Device. | Zhifu Gao, Yiwu Yao, Shiliang Zhang, Jun Yang, Ming Lei, Ian McLoughlin |
| 2021 | Interspeech | A Weight Moving Average Based Alternate Decoupled Learning Algorithm for Long-Tailed Language Identification. | Hui Wang, Lin Liu, Yan Song, Lei Fang, Ian McLoughlin, Li-Rong Dai |
| 2021 | Interspeech | An Effective Mutual Mean Teaching Based Domain Adaptation Method for Sound Event Detection. | Xu Zheng, Yan Song, Li-Rong Dai, Ian McLoughlin, Lin Liu |
| 2020 | ICASSP | An Online Speaker-aware Speech Separation Approach Based on Time-domain Representation. | Hui Wang, Yan Song, Zengxi Li, Ian McLoughlin, Li-Rong Dai |
| 2020 | ICASSP | Task-Aware Mean Teacher Method for Large Scale Weakly Labeled Semi-Supervised Sound Event Detection. | Jie Yan, Yan Song, Li-Rong Dai, Ian McLoughlin |
| 2020 | IJCNN | Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification. | Lam Dang Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins |
| 2020 | Interspeech | SAN-M: Memory Equipped Self-Attention for End-to-End Speech Recognition. | Zhifu Gao, Shiliang Zhang, Ming Lei, Ian McLoughlin |
| 2020 | Interspeech | An Effective Speaker Recognition Method Based on Joint Identification and Verification Supervisions. | Ying Liu, Yan Song, Yiheng Jiang, Ian McLoughlin, Lin Liu, Li-Rong Dai |
| 2020 | Interspeech | Automatic Assessment of Dysarthric Severity Level Using Audio-Video Cross-Modal Approach in Deep Learning. | Han Tong, Hamid R. Sharifzadeh, Ian McLoughlin |
| 2020 | Interspeech | Semi-Supervised End-to-End ASR via Teacher-Student Learning with Conditional Posterior Distribution. | Zi-qiang Zhang, Yan Song, Jianshu Zhang, Ian McLoughlin, Li-Rong Dai |
| 2020 | Interspeech | An Effective Perturbation Based Semi-Supervised Learning Method for Sound Event Detection. | Xu Zheng, Yan Song, Jie Yan, Li-Rong Dai, Ian McLoughlin, Lin Liu |
| 2019 | ICASSP | A Spectral Glottal Flow Model for Source-filter Separation of Speech. | Olivier Perrotin, Ian McLoughlin |
| 2019 | ICASSP | Unifying Isolated and Overlapping Audio Event Detection with Multi-label Multi-task Convolutional Recurrent Neural Networks. | Huy Phan, Oliver Y. Chn, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos |
| 2019 | ICASSP | A Region Based Attention Method for Weakly Supervised Sound Event Detection and Classification. | Jie Yan, Yan Song, Wu Guo, Li-Rong Dai, Ian McLoughlin, Liang Chen |
| 2019 | Interspeech | Improving Aggregation and Loss Function for Better Embedding Learning in End-to-End Speaker Verification System. | Zhifu Gao, Yan Song, Ian McLoughlin, Pengcheng Li, Yiheng Jiang, Li-Rong Dai |
| 2019 | Interspeech | An Effective Deep Embedding Learning Architecture for Speaker Verification. | Yiheng Jiang, Yan Song, Ian McLoughlin, Zhifu Gao, Li-Rong Dai |
| 2019 | Interspeech | A New Time-Frequency Attention Mechanism for TDNN and CNN-LSTM-TDNN, with Application to Language Identification. | Xiaoxiao Miao, Ian McLoughlin, Yonghong Yan |
| 2019 | Interspeech | GFM-Voc: A Real-Time Voice Quality Modification System. | Olivier Perrotin, Ian McLoughlin |
| 2019 | Interspeech | A Robust Framework for Acoustic Scene Classification. | Lam Dang Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan |
| 2019 | Interspeech | Spatio-Temporal Attention Pooling for Audio Scene Classification. | Huy Phan, Oliver Y. Chn, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins |
| 2018 | ICASSP | Source-Aware Context Network for Single-Channel Multi-Speaker Speech Separation. | Zengxi Li, Yan Song, Li-Rong Dai, Ian McLoughlin |
| 2018 | ICASSP | Enabling Early Audio Event Detection with Neural Networks. | Huy Phan, Philipp Koch, Ian McLoughlin, Alfred Mertins |
| 2018 | Interspeech | An Improved Deep Embedding Learning Method for Short Duration Speaker Verification. | Zhifu Gao, Yan Song, Ian McLoughlin, Wu Guo, Lirong Dai |
| 2018 | Interspeech | An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition. | Pengcheng Li, Yan Song, Ian McLoughlin, Wu Guo, Lirong Dai |
| 2018 | Interspeech | Early Detection of Continuous and Partial Audio Events Using CNN. | Ian McLoughlin, Yan Song, Lam Dang Pham, Ramaswamy Palaniappan, Huy Phan, Yue Lang |
| 2018 | Interspeech | Acoustic Modeling with Densely Connected Residual Network for Multichannel Speech Recognition. | Jian Tang, Yan Song, Lirong Dai, Ian McLoughlin |
| 2017 | ICIP | Fisher vector based CNN architecture for image classification. | Yan Song, Peiseng Wang, Xinhai Hong, Ian McLoughlin |
| 2016 | ICASSP | Compact convolutional neural network transfer learning for small-scale image classification. | Zengxi Li, Yan Song, Ian McLoughlin, Li-Rong Dai |
| 2016 | ICASSP | Learning compact structural representations for audio events using regressor banks. | Huy Phan, Marco Maa, Lars Hertel, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins |
| 2016 | Interspeech | Robust Sound Event Detection in Continuous Audio Environments. | Haomin Zhang, Ian McLoughlin, Yan Song |
| 2016 | VCIP | Image classification with CNN-based Fisher vector coding. | Yan Song, Xinhai Hong, Ian McLoughlin, Li-Rong Dai |
| 2015 | ICASSP | Multi-task deep neural network acoustic models with model adaptation using discriminative speaker identity for whisper recognition. | Jingjie Li, Ian McLoughlin, Cong Liu, Shaofei Xue, Si Wei |
| 2015 | ICASSP | Improved language identification using deep bottleneck network. | Yan Song, Ruilian Cui, Xinhai Hong, Ian McLoughlin, Jiong Shi, Li-Rong Dai |
| 2015 | ICASSP | Robust sound event recognition using convolutional neural networks. | Haomin Zhang, Ian McLoughlin, Yan Song |
| 2015 | Interspeech | Low frequency ultrasonic voice activity detection using convolutional neural networks. | Ian McLoughlin, Yan Song |
| 2015 | Interspeech | Deep bottleneck network based i-vector representation for language identification. | Yan Song, Xinhai Hong, Bing Jiang, Ruilian Cui, Ian McLoughlin, Li-Rong Dai |
| 2013 | ICASSP | Exemplar based language recognition method for short-duration speech segments. | Meng-Ge Wang, Yan Song, Bing Jiang, Li-Rong Dai, Ian McLoughlin |
| 2013 | Interspeech | Human mouth state detection using low frequency ultrasound. | Farzaneh Ahmadi, Mousa Ahmadi, Ian McLoughlin |
| 2013 | ITNAC | Cross-layer MIMO-link exploiting packet re-routing mechanisms and adaptive modulation in diverse channel condition. | Erwin Anggadjaja, Ian McLoughlin |
| 2012 | ICWSM | Evolutionary Clustering and Analysis of User Behaviour in Online Forums. | Donn Morrison, Ian McLoughlin, Alice Hogan, Conor Hayes |
| 2011 | IGARSS | Fast and accurate GCPS selection scheme for SAR image registration based on an improved Trajkovic corner detector. | Quang Huy Nguyen, Ian McLoughlin, Timo Rolf Bretschneider |
| 2009 | GLOBECOM | Predictive Transmit Antenna Selection with Maximal Ratio Combining. | Shiva Prakash, Ian McLoughlin |
| 2009 | IGARSS | Hardware-accelerated Edge Detection for Polarimetric Synthetic Aperture Radar Data. | Quang Huy Nguyen, Ken Yoong Lee, Myo Tun Aung, Timo Rolf Bretschneider, Ian McLoughlin |
| 2009 | PIMRC | Channel prediction for mitigating feedback link issues in transmit antenna selection systems. | Shiva Prakash, Ian McLoughlin |
| 2008 | ICPADS | Secure Embedded Systems: The Threat of Reverse Engineering. | Ian McLoughlin |
| 2007 | ICPADS | Linux as a teaching aid for embedded systems. | Ian McLoughlin, Anton J. R. Aendenroomer |
| 2007 | ICPADS | An Embedded Systems graduate education for Singapore. | Ian McLoughlin, Douglas L. Maskell, Thambipillai Srikanthan, Wooi-Boon Goh |
| 2006 | VTC | Transmit Antenna Selection for UHF MIMO Linking. | Marjan A. Baghaie, Ian McLoughlin, Philippa A. Martin, Kishore Mehrotra, Desmond P. Taylor |
| 1997 | HCI | Tools for Implementing Socio-Technical Systems: An Australian Case Study and the Use of Handbooks. | Richard J. Badham, Ian McLoughlin |