Essays about: "tal-till-text"

Found 3 essays containing the word tal-till-text.

  1. 1. Improving accuracy of speech recognition for low resource accents : Testing the performance of fine-tuned Wav2vec2 models on accented Swedish

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

    Author : Arash Dabiri; [2023]
    Keywords : Speech-to-text; deep learning; accents; wav2vec; tal-till-text; djupinlärning; brytningar; wav2vec;

    Abstract : While the field of speech recognition has recently advanced quickly, even the highest performing models struggle with accents. There are several methods of improving the performance on accents, but many are hard to implement or need high amounts of data and are therefore costly to implement. READ MORE

  3. 2. Repairing Swedish Automatic Speech Recognition

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

    Author : Karla Rehn; [2021]
    Keywords : Automatic speech recognition; Dialogue systems; Language models; ASR Repair; Automatisk taligenkänning; Dialogsystem; Språkmodeller; Reparation av taligenkänning;

    Abstract : The quality of automatic speech recognition has increased dramatically the last few years, but the performance for low and middle resource languages such as Swedish is still far from optimal. In this project a language model trained on large written corpora called KB-BERT is utilized to improve the quality of transcriptions for Swedish. READ MORE

  4. 3. Speech to Text for Swedish using KALDI

    University essay from KTH/Optimeringslära och systemteori

    Author : Emelie Kullmann; [2016]
    Keywords : Automatic Speech Recognition; Kaldi; Hidden Markov Model; Gaussian Mixture Model; Deep Neural Network; Taligenkänning; Kaldi; Hidden Markov Model; Gaussian Mixture Models; Deep Neural Networks;

    Abstract : The field of speech recognition has during the last decade left the re- search stage and found its way in to the public market. Most computers and mobile phones sold today support dictation and transcription in a number of chosen languages.  Swedish is often not one of them. READ MORE