Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 4 of 4 for “"Speech-to-text Translation"”.
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Learning shared semantic space for speech-to-text translation
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2025-05-01
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Constructing Low Resource Approaches to Improve Speech-to-text Translation from Modern Standard Arabic to English
This thesis explores novel approaches to the Arabic-English speech-to-text translation task. First, we construct a novel Modern Standard Arabic speech and English text parallel dataset. Second, we propose a novel framework for leveraging unsupervised machine translation to improve speech-to-text …
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Unsupervised learning of cross-modal mappings between speech and text
… vision, natural language processing, and speech and audio processing. Current deep learning models, however, rely on signicant amounts of supervision for training to achieve exceptional performance. For example, commercial speech recognition systems are usually trained on tens of thousands …
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Transfer Learning For Spoken Language Processing
… we tackle domain adaptation in the context of Automatic Speech Recognition (ASR) and Cross-Lingual Learning in Automatic Speech Translation (AST). The first part of the thesis develops an algorithm for unsupervised domain adaptation of End-to-End ASR models. In recent years, ASR …