An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features

Published in EUSIPCO 2020, 2021

  • Adopt and contextualize the state-of-the-art BERT-based model for speech summarization.
  • Explore the incorporation of confidence scores to see if such an attempt could help alleviate the negative effects caused by imperfect ASR.
  • Augmented the sentence embeddings obtained from BERT with extra structural and linguistic features to boost the performance.

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