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06/06/2023
Take the Hint: Improving Arabic Diacritization with Partially-Diacritized Text
Automatic Arabic diacritization is useful in many applications, ranging ...
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11/24/2020
Tight Integrated End-to-End Training for Cascaded Speech Translation
A cascaded speech translation model relies on discrete and non-different...
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11/24/2020
Two-Way Neural Machine Translation: A Proof of Concept for Bidirectional Translation Modeling using a Two-Dimensional Grid
Neural translation models have proven to be effective in capturing suffi...
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05/04/2020
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture
Sparse models require less memory for storage and enable a faster infere...
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11/20/2019
On using 2D sequence-to-sequence models for speech recognition
Attention-based sequence-to-sequence models have shown promising results...
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11/20/2019
On Using SpecAugment for End-to-End Speech Translation
This work investigates a simple data augmentation technique, SpecAugment...
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11/20/2019
A Comparative Study on End-to-end Speech to Text Translation
Recent advances in deep learning show that end-to-end speech to text tra...
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10/09/2018