2024
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Rehan Ahmad; Muhammad Umar Farooq; Thomas Hain: Progressive Unsupervised Domain Adaptation for ASR Using Ensemble Models and Multi-stage Training. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Forthcoming. @inproceedings{ahmad2024icassp,
title = {Progressive Unsupervised Domain Adaptation for ASR Using Ensemble Models and Multi-stage Training},
author = {Rehan Ahmad and Muhammad Umar Farooq and Thomas Hain},
year = {2024},
date = {2024-00-00},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
keywords = {},
pubstate = {forthcoming},
tppubtype = {inproceedings}
}
|
2023
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Muhammad Umar Farooq; Rehan Ahmad; Thomas Hain: MUST: A Multilingual Student-Teacher Approach for Low-Resource Speech Recognition. In: IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), 2023. @inproceedings{farooq2023asru,
title = {MUST: A Multilingual Student-Teacher Approach for Low-Resource Speech Recognition},
author = {Muhammad Umar Farooq and Rehan Ahmad and Thomas Hain},
url = {https://arxiv.org/pdf/2310.18865.pdf},
doi = {https://doi.org/10.1109/ASRU57964.2023.10389636},
year = {2023},
date = {2023-12-17},
urldate = {2023-12-17},
booktitle = {IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Muhammad Umar Farooq; Thomas Hain: Learning Cross-lingual Mappings for Data Augmentation to Improve Low-Resource Speech Recognition. In: Interspeech 2023, 2023. @inproceedings{farooq2023dataAug,
title = {Learning Cross-lingual Mappings for Data Augmentation to Improve Low-Resource Speech Recognition},
author = {Muhammad Umar Farooq and Thomas Hain},
url = {https://arxiv.org/pdf/2306.08577.pdf},
doi = {10.21437/Interspeech.2023-1613},
year = {2023},
date = {2023-08-24},
urldate = {2023-08-24},
booktitle = {Interspeech 2023},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Rehan Ahmad; Md Asif Jalal; Muhammad Umar Farooq; Anna Ollerenshaw; Thomas Hain: Towards Domain Generalisation in ASR with Elitist Sampling and Ensemble Knowledge Distillation. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023, IEEE, 2023. @inproceedings{ahmad2023kd,
title = {Towards Domain Generalisation in ASR with Elitist Sampling and Ensemble Knowledge Distillation},
author = {Rehan Ahmad and Md Asif Jalal and Muhammad Umar Farooq and Anna Ollerenshaw and Thomas Hain},
url = {https://arxiv.org/pdf/2303.00550.pdf},
doi = {10.1109/ICASSP49357.2023.10095746},
year = {2023},
date = {2023-05-05},
urldate = {2023-05-05},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2022
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Muhammad Umar Farooq; Darshan Adiga Haniya Narayana; Thomas Hain : Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion. In: Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, South Korea, September 18 - 22, 2022, ISCA, 2022. @inproceedings{Farooq2022lowresource,
title = {Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion},
author = {Muhammad Umar Farooq and Darshan Adiga Haniya Narayana and Thomas Hain },
doi = {https://doi.org/10.48550/arXiv.2207.03391},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
booktitle = {Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, South Korea, September 18 - 22, 2022},
publisher = {ISCA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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Muhammad Umar Farooq; Thomas Hain : Investigating the Impact of Cross-lingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition. In: Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, South Korea, September 18 - 22, 2022, ISCA, 2022. @inproceedings{Farooq2022crosslingual,
title = {Investigating the Impact of Cross-lingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition},
author = {Muhammad Umar Farooq and Thomas Hain },
doi = {https://doi.org/10.48550/arXiv.2207.03390},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
booktitle = {Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, South Korea, September 18 - 22, 2022},
publisher = {ISCA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
