Lahiru Samarakoon

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 24

Top Topics

Speech Recognition

Acoustic Models

Top Venues

Publications

Marc Härkönen, Samuel J. Broughton, Lahiru Samarakoon
EEND-M2F: Masked-attention mask transformers for speaker diarization. CoRR (2024)
Samuel J. Broughton, Lahiru Samarakoon
Improving End-to-End Neural Diarization Using Conversational Summary Representations. INTERSPEECH (2023)
Ivan Fung, Lahiru Samarakoon, Samuel J. Broughton
Robust End-to-End Diarization with Domain Adaptive Training and Multi-Task Learning. ASRU (2023)
Samuel J. Broughton, Lahiru Samarakoon
Improving End-to-End Neural Diarization Using Conversational Summary Representations. CoRR (2023)
Yanjia Li, Lahiru Samarakoon, Ivan Fung
Improving Non-Autoregressive Speech Recognition with Autoregressive Pretraining. ICASSP (2023)
Lahiru Samarakoon, Samuel J. Broughton, Marc Härkönen, Ivan Fung
Transformer Attractors for Robust and Efficient End-to-End Neural Diarization. CoRR (2023)
Ivan Fung, Lahiru Samarakoon, Samuel J. Broughton
Robust End-to-End Diarization with Domain Adaptive Training and Multi-Task Learning. CoRR (2023)
Lahiru Samarakoon, Samuel J. Broughton, Marc Härkönen, Ivan Fung
Transformer Attractors for Robust and Efficient End-To-End Neural Diarization. ASRU (2023)
Lahiru Samarakoon, Tsun-Yat Leung
Conformer-Based Speech Recognition with Linear Nyström Attention and Rotary Position Embedding. ICASSP (2022)
Lahiru Samarakoon, Ivan Fung
Untied Positional Encodings for Efficient Transformer-Based Speech Recognition. SLT (2022)
Tsun-Yat Leung, Lahiru Samarakoon
Robust End-to-End Speaker Diarization with Conformer and Additive Margin Penalty. Interspeech (2021)
Tsun-Yat Leung, Lahiru Samarakoon, Albert Y. S. Lam
Incorporating Prior Knowledge into Speaker Diarization and Linking for Identifying Common Speaker. ASRU (2019)
Lahiru Samarakoon, Brian Mak, Khe Chai Sim
learning Effective Factorized Hidden Layer Bases Using Student-Teacher Training for LSTM Acoustic Model Adaptation. ICASSP (2018)
Lahiru Samarakoon, Brian Mak, Albert Y. S. Lam
Domain Adaptation of End-to-end Speech Recognition in Low-Resource Settings. SLT (2018)
Lahiru Samarakoon, Brian Mak, Albert Y. S. Lam
Subspace Based Sequence Discriminative Training of LSTM Acoustic Models with Feed-Forward Layers. ISCSLP (2018)
Lahiru Samarakoon, Brian Mak
Unsupervised adaptation of student DNNS learned from teacher RNNS for improved ASR performance. ASRU (2017)
Lahiru Samarakoon, Khe Chai Sim, Brian Mak
An investigation into learning effective speaker subspaces for robust unsupervised DNN adaptation. ICASSP (2017)
Lahiru Samarakoon, Brian Mak, Khe Chai Sim
Learning Factorized Transforms for Unsupervised Adaptation of LSTM-RNN Acoustic Models. INTERSPEECH (2017)
Lahiru Samarakoon, Khe Chai Sim
On combining i-vectors and discriminative adaptation methods for unsupervised speaker normalization in DNN acoustic models. ICASSP (2016)
Lahiru Samarakoon, Khe Chai Sim
Factorized Hidden Layer Adaptation for Deep Neural Network Based Acoustic Modeling. IEEE ACM Trans. Audio Speech Lang. Process. 24 (12) (2016)
Lahiru Samarakoon, Khe Chai Sim
Low-rank bases for factorized hidden layer adaptation of DNN acoustic models. SLT (2016)
Lahiru Samarakoon, Khe Chai Sim
Subspace LHUC for Fast Adaptation of Deep Neural Network Acoustic Models. INTERSPEECH (2016)
Lahiru Samarakoon, Khe Chai Sim
Multi-Attribute Factorized Hidden Layer Adaptation for DNN Acoustic Models. INTERSPEECH (2016)
Lahiru Samarakoon, Khe Chai Sim
Learning factorized feature transforms for speaker normalization. ASRU (2015)