Factorized hidden layer adaptation for deep neural network based acoustic modeling L Samarakoon, KC Sim IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (12 …, 2016 | 73 | 2016 |
Subspace LHUC for Fast Adaptation of Deep Neural Network Acoustic Models. L Samarakoon, KC Sim Interspeech, 1593-1597, 2016 | 32 | 2016 |
On combining i-vectors and discriminative adaptation methods for unsupervised speaker normalization in DNN acoustic models L Samarakoon, KC Sim 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 27 | 2016 |
Learning factorized feature transforms for speaker normalization L Samarakoon, KC Sim 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU …, 2015 | 23 | 2015 |
Domain adaptation of end-to-end speech recognition in low-resource settings L Samarakoon, B Mak, AYS Lam 2018 IEEE Spoken Language Technology Workshop (SLT), 382-388, 2018 | 22 | 2018 |
Adaptation of deep neural network acoustic models for robust automatic speech recognition KC Sim, Y Qian, G Mantena, L Samarakoon, S Kundu, T Tan New Era for Robust Speech Recognition: Exploiting Deep Learning, 219-243, 2017 | 17 | 2017 |
Automated question answering for customer helpdesk applications L Samarakoon, S Kumarawadu, K Pulasinghe 2011 6th International Conference on Industrial and Information Systems, 328-333, 2011 | 15 | 2011 |
Robust End-to-End Speaker Diarization with Conformer and Additive Margin Penalty. TY Leung, L Samarakoon Interspeech, 3575-3579, 2021 | 10 | 2021 |
Learning Factorized Transforms for Unsupervised Adaptation of LSTM-RNN Acoustic Models. L Samarakoon, B Mak, KC Sim Interspeech, 744-748, 2017 | 8 | 2017 |
Improving end-to-end neural diarization using conversational summary representations SJ Broughton, L Samarakoon arXiv preprint arXiv:2306.13863, 2023 | 6 | 2023 |
Conformer-based speech recognition with linear nyström attention and rotary position embedding L Samarakoon, TY Leung ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 6 | 2022 |
End-to-end speaker diarization system for the third dihard challenge system description TY Leung, L Samarakoon DIHARD III, 2021.[Online]. Available: https://dihardchallenge. github. io …, 2021 | 5 | 2021 |
Learning effective factorized hidden layer bases using student-teacher training for LSTM acoustic model adaptation L Samarakoon, B Mak, KC Sim 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 5 | 2018 |
An investigation into learning effective speaker subspaces for robust unsupervised DNN adaptation L Samarakoon, KC Sim, B Mak 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 5 | 2017 |
Multi-Attribute Factorized Hidden Layer Adaptation for DNN Acoustic Models. L Samarakoon, KC Sim Interspeech, 3484-3488, 2016 | 5 | 2016 |
Low-rank bases for factorized hidden layer adaptation of DNN acoustic models L Samarakoon, KC Sim 2016 IEEE Spoken Language Technology Workshop (SLT), 652-658, 2016 | 4 | 2016 |
EEND-M2F: Masked-attention mask transformers for speaker diarization M Härkönen, SJ Broughton, L Samarakoon arXiv preprint arXiv:2401.12600, 2024 | 1 | 2024 |
Transformer Attractors for Robust and Efficient End-To-End Neural Diarization L Samarakoon, SJ Broughton, M Härkönen, I Fung 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-8, 2023 | 1 | 2023 |
Untied positional encodings for efficient transformer-based speech recognition L Samarakoon, I Fung 2022 IEEE spoken language technology workshop (SLT), 108-114, 2023 | 1 | 2023 |
Incorporating Prior Knowledge into Speaker Diarization and Linking for Identifying Common Speaker TY Leung, L Samarakoon, AYS Lam 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2019 | 1 | 2019 |