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Amr El-Desoky Mousa

2 accepted papers

2024

Towards A World-English Language Model for on-Device Virtual Assistants

ICASSP 2024accepted

Neural Network Language Models (NNLMs) for Virtual Assistants (VAs) are generally language-, region-, and in some cases, device-dependent, which increases the effort to scale and maintain them. Combining NNLMs for one or more of the categories is one way to improve scalability. In this work, we comb…

Cited by 0SourceScholar
2015

Improved strategies for a zero oov rate LVCSR system

ICASSP 2015accepted

In this work, multiple hierarchical language modeling strategies for a zero OOV rate large vocabulary continuous speech recognition system are investigated. In our previously proposed hierarchical approach, a full-word language model and a context independent character-level LM (CLM) are directly us…

Cited by 0SourceScholar