Essays about: "Adam Jacobs"

Found 2 essays containing the words Adam Jacobs.

  1. 1. Automatic Podcast Chapter Segmentation : A Framework for Implementing and Evaluating Chapter Boundary Models for Transcribed Audio Documents

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Adam Feldstein Jacobs; [2022]
    Keywords : Machine Learning; Natural Language Processing; Speech Technology; Deep Learning; Podcast Segmentation; Maskininlärning; Språkteknologi; Djupinlärning; Podcast Segmentation;

    Abstract : Podcasts are an exponentially growing audio medium where useful and relevant content should be served, which requires new methods of information sorting. This thesis is the first to look into the state-of-art problem of segmenting podcasts into chapters (structurally and topically coherent sections). READ MORE

  3. 2. Effects of Transfer Learning on Data Augmentation with Generative Adversarial Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Olle Berglöf; Adam Jacobs; [2019]
    Keywords : data augmentation; generative adversarial networks; GAN; image classification; transfer learning; image generator; generating training data; machine learning;

    Abstract : Data augmentation is a technique that acquires more training data by augmenting available samples, where the training data is used to fit model parameters. Data augmentation is utilized due to a shortage of training data in certain domains and to reduce overfitting. READ MORE