Learning factorized feature transforms for speaker normalization. - Lahiru Samarakoon; Khe Chai Sim (ASRU, 2015)

On combining i-vectors and discriminative adaptation methods for unsupervised speaker normalization in DNN acoustic models. - Lahiru Samarakoon; Khe Chai Sim (ICASSP, 2016)

Subspace LHUC for Fast Adaptation of Deep Neural Network Acoustic Models. - Lahiru Samarakoon; Khe Chai Sim (INTERSPEECH, 2016)

Multi-Attribute Factorized Hidden Layer Adaptation for DNN Acoustic Models. - Lahiru Samarakoon; Khe Chai Sim (INTERSPEECH, 2016)

Low-rank bases for factorized hidden layer adaptation of DNN acoustic models. - Lahiru Samarakoon; Khe Chai Sim (SLT, 2016)

Factorized Hidden Layer Adaptation for Deep Neural Network Based Acoustic Modeling. - Lahiru Samarakoon; Khe Chai Sim (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Adaptation of Deep Neural Network Acoustic Models for Robust Automatic Speech Recognition. - Khe Chai Sim; Yanmin Qian; Gautam Mantena; Lahiru Samarakoon; Souvik Kundu 003; Tian Tan 002 (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Unsupervised adaptation of student DNNS learned from teacher RNNS for improved ASR performance. - Lahiru Samarakoon; Brian Mak (ASRU, 2017)

An investigation into learning effective speaker subspaces for robust unsupervised DNN adaptation. - Lahiru Samarakoon; Khe Chai Sim; Brian Mak (ICASSP, 2017)

Learning Factorized Transforms for Unsupervised Adaptation of LSTM-RNN Acoustic Models. - Lahiru Samarakoon; Brian Mak; Khe Chai Sim (INTERSPEECH, 2017)

learning Effective Factorized Hidden Layer Bases Using Student-Teacher Training for LSTM Acoustic Model Adaptation. - Lahiru Samarakoon; Brian Mak; Khe Chai Sim (ICASSP, 2018)

Subspace Based Sequence Discriminative Training of LSTM Acoustic Models with Feed-Forward Layers. - Lahiru Samarakoon; Brian Mak; Albert Y. S. Lam (ISCSLP, 2018)

Domain Adaptation of End-to-end Speech Recognition in Low-Resource Settings. - Lahiru Samarakoon; Brian Mak; Albert Y. S. Lam (SLT, 2018)

Incorporating Prior Knowledge into Speaker Diarization and Linking for Identifying Common Speaker. - Tsun-Yat Leung; Lahiru Samarakoon; Albert Y. S. Lam (ASRU, 2019)

Robust End-to-End Speaker Diarization with Conformer and Additive Margin Penalty. - Tsun-Yat Leung; Lahiru Samarakoon (Interspeech, 2021)

Conformer-Based Speech Recognition with Linear Nyström Attention and Rotary Position Embedding. - Lahiru Samarakoon; Tsun-Yat Leung (ICASSP, 2022)

Untied Positional Encodings for Efficient Transformer-Based Speech Recognition. - Lahiru Samarakoon; Ivan Fung (SLT, 2022)

Robust End-to-End Diarization with Domain Adaptive Training and Multi-Task Learning. - Ivan Fung; Lahiru Samarakoon; Samuel J. Broughton (ASRU, 2023)

Transformer Attractors for Robust and Efficient End-To-End Neural Diarization. - Lahiru Samarakoon; Samuel J. Broughton; Marc Härkönen; Ivan Fung (ASRU, 2023)

Improving Non-Autoregressive Speech Recognition with Autoregressive Pretraining. - Yanjia Li; Lahiru Samarakoon; Ivan Fung (ICASSP, 2023)

Improving End-to-End Neural Diarization Using Conversational Summary Representations. - Samuel J. Broughton; Lahiru Samarakoon (INTERSPEECH, 2023)

EEND-M2F: Masked-attention mask transformers for speaker diarization. - Marc Härkönen; Samuel J. Broughton; Lahiru Samarakoon (INTERSPEECH, 2024)

Configurable Multilingual ASR with Speech Summary Representations. - Harrison Zhu; Ivan Fung; Yingke Zhu; Lahiru Samarakoon (CoRR, 2024)

Variance-Covariance Regularization for Improved End-to-End Diarization. - Lahiru Samarakoon; Samuel J. Broughton; Ivan Fung (ICASSP, 2025)