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ORCIDLahiru Samarakoon
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2020 – today
- 2024
[i5]Marc Härkönen, Samuel J. Broughton, Lahiru Samarakoon:
EEND-M2F: Masked-attention mask transformers for speaker diarization. CoRR abs/2401.12600 (2024)- [i4]Harrison Zhu, Ivan Fung, Yingke Zhu, Lahiru Samarakoon:
Configurable Multilingual ASR with Speech Summary Representations. CoRR abs/2410.04478 (2024) - 2023
- [c19]Ivan Fung, Lahiru Samarakoon, Samuel J. Broughton:
Robust End-to-End Diarization with Domain Adaptive Training and Multi-Task Learning. ASRU 2023: 1-7 - [c18]Lahiru Samarakoon, Samuel J. Broughton, Marc Härkönen, Ivan Fung:
Transformer Attractors for Robust and Efficient End-To-End Neural Diarization. ASRU 2023: 1-8 - [c17]Yanjia Li, Lahiru Samarakoon, Ivan Fung:
Improving Non-Autoregressive Speech Recognition with Autoregressive Pretraining. ICASSP 2023: 1-5 - [c16]Samuel J. Broughton, Lahiru Samarakoon:
Improving End-to-End Neural Diarization Using Conversational Summary Representations. INTERSPEECH 2023: 3157-3161 - [i3]Samuel J. Broughton, Lahiru Samarakoon:
Improving End-to-End Neural Diarization Using Conversational Summary Representations. CoRR abs/2306.13863 (2023) - [i2]Lahiru Samarakoon, Samuel J. Broughton, Marc Härkönen, Ivan Fung:
Transformer Attractors for Robust and Efficient End-to-End Neural Diarization. CoRR abs/2312.06253 (2023) - [i1]Ivan Fung, Lahiru Samarakoon, Samuel J. Broughton:
Robust End-to-End Diarization with Domain Adaptive Training and Multi-Task Learning. CoRR abs/2312.07136 (2023) - 2022
- [c15]Lahiru Samarakoon, Tsun-Yat Leung:
Conformer-Based Speech Recognition with Linear Nyström Attention and Rotary Position Embedding. ICASSP 2022: 8012-8016 - [c14]Lahiru Samarakoon, Ivan Fung:
Untied Positional Encodings for Efficient Transformer-Based Speech Recognition. SLT 2022: 108-114 - 2021
- [c13]Tsun-Yat Leung, Lahiru Samarakoon:
Robust End-to-End Speaker Diarization with Conformer and Additive Margin Penalty. Interspeech 2021: 3575-3579
2010 – 2019
- 2019
- [c12]Tsun-Yat Leung, Lahiru Samarakoon, Albert Y. S. Lam:
Incorporating Prior Knowledge into Speaker Diarization and Linking for Identifying Common Speaker. ASRU 2019: 697-703 - 2018
- [c11]Lahiru Samarakoon, Brian Mak
, Khe Chai Sim:
learning Effective Factorized Hidden Layer Bases Using Student-Teacher Training for LSTM Acoustic Model Adaptation. ICASSP 2018: 5954-5958 - [c10]Lahiru Samarakoon, Brian Mak, Albert Y. S. Lam:
Subspace Based Sequence Discriminative Training of LSTM Acoustic Models with Feed-Forward Layers. ISCSLP 2018: 136-140 - [c9]Lahiru Samarakoon, Brian Mak, Albert Y. S. Lam:
Domain Adaptation of End-to-end Speech Recognition in Low-Resource Settings. SLT 2018: 382-388 - 2017
- [c8]Lahiru Samarakoon, Brian Mak:
Unsupervised adaptation of student DNNS learned from teacher RNNS for improved ASR performance. ASRU 2017: 200-205 - [c7]Lahiru Samarakoon, Khe Chai Sim, Brian Mak:
An investigation into learning effective speaker subspaces for robust unsupervised DNN adaptation. ICASSP 2017: 5035-5039 - [c6]Lahiru Samarakoon, Brian Mak, Khe Chai Sim:
Learning Factorized Transforms for Unsupervised Adaptation of LSTM-RNN Acoustic Models. INTERSPEECH 2017: 744-748 - [p1]Khe Chai Sim, Yanmin Qian, Gautam Mantena, Lahiru Samarakoon, Souvik Kundu, Tian Tan:
Adaptation of Deep Neural Network Acoustic Models for Robust Automatic Speech Recognition. New Era for Robust Speech Recognition, Exploiting Deep Learning 2017: 219-243 - 2016
- [j1]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): 2241-2250 (2016) - [c5]Lahiru Samarakoon, Khe Chai Sim:
On combining i-vectors and discriminative adaptation methods for unsupervised speaker normalization in DNN acoustic models. ICASSP 2016: 5275-5279 - [c4]Lahiru Samarakoon, Khe Chai Sim:
Subspace LHUC for Fast Adaptation of Deep Neural Network Acoustic Models. INTERSPEECH 2016: 1593-1597 - [c3]Lahiru Samarakoon, Khe Chai Sim:
Multi-Attribute Factorized Hidden Layer Adaptation for DNN Acoustic Models. INTERSPEECH 2016: 3484-3488 - [c2]Lahiru Samarakoon, Khe Chai Sim:
Low-rank bases for factorized hidden layer adaptation of DNN acoustic models. SLT 2016: 652-658 - 2015
- [c1]Lahiru Samarakoon, Khe Chai Sim:
Learning factorized feature transforms for speaker normalization. ASRU 2015: 145-152
Coauthor Index
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