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Models for end-to-end SLU on both monolingual and cross-lingual scenarios.īy introducing ST, our models give higher performance over current baselines The task of speech translation (ST) is a good means of pretraining speech Motivated particularly by the task of cross-lingual SLU, we demonstrate that Which is desired for speech models that work on lower-level acoustic frames. Semantics of the input utterance and associations between different languages, Pretraining objective on text as it enables the model to capture high-level Machine translation has been established as a powerful
Download a PDF of the paper titled The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation, by Mutian He and 1 other authors Download PDF Abstract: End-to-end spoken language understanding (SLU) remains elusive even withĬurrent large pretrained language models on text and speech, especially in
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