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Large vocabulary speech recognition for languages of Africa: multilingual modeling and self-supervised learning
Almost none of the 2, 000+ languages spoken in Africa have widely available automatic speech recognition systems, and the required data is also only available for a few languages.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
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Capitalization Normalization for Language Modeling with an Accurate and Efficient Hierarchical RNN Model
Capitalization normalization (truecasing) is the task of restoring the correct case (uppercase or lowercase) of noisy text.
Position-Invariant Truecasing with a Word-and-Character Hierarchical Recurrent Neural Network
Truecasing is the task of restoring the correct case (uppercase or lowercase) of noisy text generated either by an automatic system for speech recognition or machine translation or by humans.
