| 2025 | ASRU | Non-Autoregressive Multi-Speaker ASR with Decoupled Speaker Change Detection. | Yingke Zhu, Lahiru Samarakoon |
| 2025 | ICASSP | Variance-Covariance Regularization for Improved End-to-End Diarization. | Lahiru Samarakoon, Samuel J. Broughton, Ivan Fung |
| 2025 | Interspeech | Pushing the Limits of End-to-End Diarization. | Samuel J. Broughton, Lahiru Samarakoon |
| 2024 | Interspeech | EEND-M2F: Masked-attention mask transformers for speaker diarization. | Marc Hrknen, Samuel J. Broughton, Lahiru Samarakoon |
| 2023 | ASRU | Robust End-to-End Diarization with Domain Adaptive Training and Multi-Task Learning. | Ivan Fung, Lahiru Samarakoon, Samuel J. Broughton |
| 2023 | ASRU | Transformer Attractors for Robust and Efficient End-To-End Neural Diarization. | Lahiru Samarakoon, Samuel J. Broughton, Marc Hrknen, Ivan Fung |
| 2023 | ICASSP | Improving Non-Autoregressive Speech Recognition with Autoregressive Pretraining. | Yanjia Li, Lahiru Samarakoon, Ivan Fung |
| 2023 | Interspeech | Improving End-to-End Neural Diarization Using Conversational Summary Representations. | Samuel J. Broughton, Lahiru Samarakoon |
| 2022 | ICASSP | Conformer-Based Speech Recognition with Linear Nystrm Attention and Rotary Position Embedding. | Lahiru Samarakoon, Tsun-Yat Leung |
| 2021 | Interspeech | Robust End-to-End Speaker Diarization with Conformer and Additive Margin Penalty. | Tsun-Yat Leung, Lahiru Samarakoon |
| 2019 | ASRU | Incorporating Prior Knowledge into Speaker Diarization and Linking for Identifying Common Speaker. | Tsun-Yat Leung, Lahiru Samarakoon, Albert Y. S. Lam |
| 2018 | ICASSP | learning Effective Factorized Hidden Layer Bases Using Student-Teacher Training for LSTM Acoustic Model Adaptation. | Lahiru Samarakoon, Brian Mak, Khe Chai Sim |
| 2017 | ASRU | Unsupervised adaptation of student DNNS learned from teacher RNNS for improved ASR performance. | Lahiru Samarakoon, Brian Mak |
| 2017 | ICASSP | An investigation into learning effective speaker subspaces for robust unsupervised DNN adaptation. | Lahiru Samarakoon, Khe Chai Sim, Brian Mak |
| 2017 | Interspeech | Learning Factorized Transforms for Unsupervised Adaptation of LSTM-RNN Acoustic Models. | Lahiru Samarakoon, Brian Mak, Khe Chai Sim |
| 2016 | ICASSP | On combining i-vectors and discriminative adaptation methods for unsupervised speaker normalization in DNN acoustic models. | Lahiru Samarakoon, Khe Chai Sim |
| 2016 | Interspeech | Subspace LHUC for Fast Adaptation of Deep Neural Network Acoustic Models. | Lahiru Samarakoon, Khe Chai Sim |
| 2016 | Interspeech | Multi-Attribute Factorized Hidden Layer Adaptation for DNN Acoustic Models. | Lahiru Samarakoon, Khe Chai Sim |
| 2015 | ASRU | Learning factorized feature transforms for speaker normalization. | Lahiru Samarakoon, Khe Chai Sim |