Essays about: "Jonathan Rintala"

Found 2 essays containing the words Jonathan Rintala.

  1. 1. Speech Emotion Recognition from Raw Audio using Deep Learning

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

    Author : Jonathan Rintala; [2020]
    Keywords : Speech Emotion Recognition; Feature Learning; Deep Learning; Audio; SER; CNN; LSTM; Känsloigenkänning; Djupinlärning; Ljud; SER; CNN; LSTM;

    Abstract : Traditionally, in Speech Emotion Recognition, models require a large number of manually engineered features and intermediate representations such as spectrograms for training. However, to hand-engineer such features often requires both expert domain knowledge and resources. READ MORE

  3. 2. Designing a Mobile User Interface for Crowdsourced Verification of Datasets

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

    Author : Jonathan Rintala; Erik Skogetun; [2018]
    Keywords : data quality; verification of data; machine learning; HCI; usability; gamification; GDH; Kenya; rapid serial visual presentation;

    Abstract : During the last decade machine learning has spread rapidly in computer science and beyond, and a central issue for machine learning is data quality. This study was carried out in the intersection of business and Human-Computer Interaction, examining how an interface may be developed for crowdsourced verification of datasets. READ MORE