Sökning: "punctuation restoration"

Hittade 2 uppsatser innehållade orden punctuation restoration.

  1. 1. Punctuation Restoration as Post-processing Step for Swedish Language Automatic Speech Recognition

    Magister-uppsats, Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Författare :Ishika Gupta; [2023]
    Nyckelord :Transformer; BERT; KB-BERT; NLP; punctuation restoration; deep learning; neural networks;

    Sammanfattning : This thesis focuses on the Swedish language, where punctuation restoration, especially as a postprocessing step for the output of Automatic Speech Recognition (ASR) applications, needs furtherresearch. I have collaborated with NewsMachine AB, a company that provides large-scale mediamonitoring services for its clients, for which it employs ASR technology to convert spoken contentinto text. LÄS MER

  3. 2. Period Drama : Punctuation restoration in Swedish through fine- tuned KB-BERT

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :John Sinderwing; [2021]
    Nyckelord :NLP; Transformer; punctuation restoration; BERT; KB-BERT; machine learning; neural network; NLP; Transformer; återinföring av skiljetecken; BERT; KB-BERT; maskininlärning; neurala nätverk;

    Sammanfattning : Presented here is a method for automatic punctuation restoration in Swedish using a BERT model. The method is based on KB-BERT, a publicly available, neural network language model pre-trained on a Swedish corpus by National Library of Sweden. This model has then been fine-tuned for this specific task using a corpus of government texts. LÄS MER