Lahiru Samarakoon

31 papers A 7C 6Misc 6Journal 7Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Non-Autoregressive Multi-Speaker ASR with Decoupled Speaker Change Detection. ASRU Yingke Zhu, Lahiru Samarakoon
2025	A	`conf`	Pushing the Limits of End-to-End Diarization. INTERSPEECH Samuel J. Broughton, Lahiru Samarakoon
2025	J	`jnl`	Pushing the Limits of End-to-End Diarization. CoRR Samuel J. Broughton, Lahiru Samarakoon
2025	Misc	`conf`	Variance-Covariance Regularization for Improved End-to-End Diarization. ICASSP Lahiru Samarakoon, Samuel J. Broughton, Ivan Fung
2024	J	`jnl`	Configurable Multilingual ASR with Speech Summary Representations. CoRR Harrison Zhu, Ivan Fung, Yingke Zhu, Lahiru Samarakoon
2024	A	`conf`	EEND-M2F: Masked-attention mask transformers for speaker diarization. INTERSPEECH Marc Härkönen, Samuel J. Broughton, Lahiru Samarakoon
2024	J	`jnl`	EEND-M2F: Masked-attention mask transformers for speaker diarization. CoRR Marc Härkönen, Samuel J. Broughton, Lahiru Samarakoon
2023	A	`conf`	Improving End-to-End Neural Diarization Using Conversational Summary Representations. INTERSPEECH Samuel J. Broughton, Lahiru Samarakoon
2023	J	`jnl`	Improving End-to-End Neural Diarization Using Conversational Summary Representations. CoRR Samuel J. Broughton, Lahiru Samarakoon
2023	Misc	`conf`	Improving Non-Autoregressive Speech Recognition with Autoregressive Pretraining. ICASSP Yanjia Li, Lahiru Samarakoon, Ivan Fung
2023	C	`conf`	Robust End-to-End Diarization with Domain Adaptive Training and Multi-Task Learning. ASRU Ivan Fung, Lahiru Samarakoon, Samuel J. Broughton
2023	J	`jnl`	Robust End-to-End Diarization with Domain Adaptive Training and Multi-Task Learning. CoRR Ivan Fung, Lahiru Samarakoon, Samuel J. Broughton
2023	C	`conf`	Transformer Attractors for Robust and Efficient End-To-End Neural Diarization. ASRU Lahiru Samarakoon, Samuel J. Broughton, Marc Härkönen, Ivan Fung
2023	J	`jnl`	Transformer Attractors for Robust and Efficient End-to-End Neural Diarization. CoRR Lahiru Samarakoon, Samuel J. Broughton, Marc Härkönen, Ivan Fung
2022	Misc	`conf`	Conformer-Based Speech Recognition with Linear Nyström Attention and Rotary Position Embedding. ICASSP Lahiru Samarakoon, Tsun-Yat Leung
2022	—	`conf`	Untied Positional Encodings for Efficient Transformer-Based Speech Recognition. SLT Lahiru Samarakoon, Ivan Fung
2021	A	`conf`	Robust End-to-End Speaker Diarization with Conformer and Additive Margin Penalty. Interspeech Tsun-Yat Leung, Lahiru Samarakoon
2019	C	`conf`	Incorporating Prior Knowledge into Speaker Diarization and Linking for Identifying Common Speaker. ASRU Tsun-Yat Leung, Lahiru Samarakoon, Albert Y. S. Lam
2018	—	`conf`	Domain Adaptation of End-to-end Speech Recognition in Low-Resource Settings. SLT Lahiru Samarakoon, Brian Mak, Albert Y. S. Lam
2018	—	`conf`	Subspace Based Sequence Discriminative Training of LSTM Acoustic Models with Feed-Forward Layers. ISCSLP Lahiru Samarakoon, Brian Mak, Albert Y. S. Lam
2018	Misc	`conf`	learning Effective Factorized Hidden Layer Bases Using Student-Teacher Training for LSTM Acoustic Model Adaptation. ICASSP Lahiru Samarakoon, Brian Mak, Khe Chai Sim
2017	—	`ch.`	Adaptation of Deep Neural Network Acoustic Models for Robust Automatic Speech Recognition. New Era for Robust Speech Recognition, Exploiting Deep Learning Khe Chai Sim, Yanmin Qian, Gautam Mantena, Lahiru Samarakoon, Souvik Kundu, Tian Tan
2017	Misc	`conf`	An investigation into learning effective speaker subspaces for robust unsupervised DNN adaptation. ICASSP Lahiru Samarakoon, Khe Chai Sim, Brian Mak
2017	A	`conf`	Learning Factorized Transforms for Unsupervised Adaptation of LSTM-RNN Acoustic Models. INTERSPEECH Lahiru Samarakoon, Brian Mak, Khe Chai Sim
2017	C	`conf`	Unsupervised adaptation of student DNNS learned from teacher RNNS for improved ASR performance. ASRU Lahiru Samarakoon, Brian Mak
2016	J	`jnl`	Factorized Hidden Layer Adaptation for Deep Neural Network Based Acoustic Modeling. IEEE ACM Trans. Audio Speech Lang. Process. Lahiru Samarakoon, Khe Chai Sim
2016	—	`conf`	Low-rank bases for factorized hidden layer adaptation of DNN acoustic models. SLT Lahiru Samarakoon, Khe Chai Sim
2016	A	`conf`	Multi-Attribute Factorized Hidden Layer Adaptation for DNN Acoustic Models. INTERSPEECH Lahiru Samarakoon, Khe Chai Sim
2016	Misc	`conf`	On combining i-vectors and discriminative adaptation methods for unsupervised speaker normalization in DNN acoustic models. ICASSP Lahiru Samarakoon, Khe Chai Sim
2016	A	`conf`	Subspace LHUC for Fast Adaptation of Deep Neural Network Acoustic Models. INTERSPEECH Lahiru Samarakoon, Khe Chai Sim
2015	C	`conf`	Learning factorized feature transforms for speaker normalization. ASRU Lahiru Samarakoon, Khe Chai Sim