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Yassir Fathullah
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Prompting large language models with speech recognition abilities
Y Fathullah, C Wu, E Lakomkin, J Jia, Y Shangguan, K Li, J Guo, W Xiong, ...
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
842024
Subsequence based deep active learning for named entity recognition
P Radmard, Y Fathullah, A Lipani
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
312021
AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs
Y Fathullah, C Wu, E Lakomkin, K Li, J Jia, Y Shangguan, J Mahadeokar, ...
arXiv preprint arXiv:2311.06753, 2024
17*2024
End-to-end speech recognition contextualization with large language models
E Lakomkin, C Wu, Y Fathullah, O Kalinli, ML Seltzer, C Fuegen
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
162024
CUED at ProbSum 2023: Hierarchical ensemble of summarization models
P Manakul, Y Fathullah, A Liusie, V Raina, V Raina, M Gales
arXiv preprint arXiv:2306.05317, 2023
132023
Multi-head state space model for speech recognition
Y Fathullah, C Wu, Y Shangguan, J Jia, W Xiong, J Mahadeokar, C Liu, ...
arXiv preprint arXiv:2305.12498, 2023
13*2023
Ensemble distillation approaches for grammatical error correction
Y Fathullah, MJF Gales, A Malinin
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
122021
Self-distribution distillation: efficient uncertainty estimation
Y Fathullah, MJF Gales
Uncertainty in Artificial Intelligence, 663-673, 2022
112022
Improved large-margin softmax loss for speaker diarisation
Y Fathullah, C Zhang, PC Woodland
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
112020
Logit-based ensemble distribution distillation for robust autoregressive sequence uncertainties
Y Fathullah, G Xia, MJF Gales
Uncertainty in Artificial Intelligence, 582-591, 2023
52023
Teacher-Student Training for Debiasing: General Permutation Debiasing for Large Language Models
A Liusie, Y Fathullah, MJF Gales
arXiv preprint arXiv:2403.13590, 2024
42024
Efficient LLM Comparative Assessment: a Product of Experts Framework for Pairwise Comparisons
A Liusie, V Raina, Y Fathullah, M Gales
arXiv preprint arXiv:2405.05894, 2024
12024
TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-Device ASR Models
Y Shangguan, H Yang, D Li, C Wu, Y Fathullah, D Wang, A Dalmia, ...
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
12024
Who Needs Decoders? Efficient Estimation of Sequence-level Attributes
Y Fathullah, P Radmard, A Liusie, MJF Gales
arXiv preprint arXiv:2305.05098, 2023
12023
Cross-Lingual Transfer Learning for Speech Translation
R Ma, Y Fathullah, M Qian, S Tang, M Gales, K Knill
arXiv preprint arXiv:2407.01130, 2024
2024
Efficient Sample-Specific Encoder Perturbations
Y Fathullah, MJF Gales
arXiv preprint arXiv:2405.01601, 2024
2024
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