Sökning: "word error rate"

Visar resultat 1 - 5 av 31 uppsatser innehållade orden word error rate.

  1. 1. A Comparative Analysis of Whisper and VoxRex on Swedish Speech Data

    Kandidat-uppsats, Uppsala universitet/Statistiska institutionen

    Författare :Max Fredriksson; Elise Ramsay Veljanovska; [2024]
    Nyckelord :ASR; Automatic Speech Recognition; Swedish Speech Recognition; Speech Recognition Models; Speech-to-Text; Whisper; VoxRex; Wav2Vec; Model Comparison; Transformer Models; Neural Networks; Machine Learning; WER; Word Error Rate; Transcription;

    Sammanfattning : With the constant development of more advanced speech recognition models, the need to determine which models are better in specific areas and for specific purposes becomes increasingly crucial. Even more so for low-resource languages such as Swedish, dependent on the progress of models for the large international languages. LÄS MER

  3. 2. Automatic Voice Trading Surveillance : Achieving Speech and Named Entity Recognition in Voice Trade Calls Using Language Model Interpolation and Named Entity Abstraction

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen Vi3

    Författare :Martin Sundberg; Mikael Ohlsson; [2023]
    Nyckelord :Automatic Speech Recognition; Natural Language Model; Named Entity Recognition; Voice Trading; Market Surveillance.;

    Sammanfattning : This master thesis explores the effectiveness of interpolating a larger generic speech recognition model with smaller domain-specific models to enable transcription of domain-specific conversations. The study uses a corpus within the financial domain collected from the web and processed by abstracting named entities such as financial instruments, numbers, as well as names of people and companies. LÄS MER

  4. 3. En undersökning av AI-verktyget Whisper som potentiell ersättare till det manuella arbetssättet inom undertextframtagning

    M1-uppsats, KTH/Hälsoinformatik och logistik

    Författare :Mailad Waled Kider Kaka; Yassin Oummadi; [2023]
    Nyckelord :Manual subtitling creation; AI; Whisper; speech recognition; speech translation; Word Error Rate; COMET-22; SubER; Manuell undertextframtagning; AI; Whisper; taligenkänning; talöversättning; Word Error Rate; COMET-22; SubER;

    Sammanfattning : Det manuella arbetssättet för undertextframtagning är en tidskrävande och kostsam process. Arbetet undersöker AI-verktyget Whisper och dess potential att ersätta processen som används idag. Processen innefattar både transkribering och översättning. LÄS MER

  5. 4. Live captioning and translation application for Android

    Uppsats för yrkesexamina på grundnivå, Umeå universitet/Institutionen för tillämpad fysik och elektronik

    Författare :Joel Hansson; [2023]
    Nyckelord :;

    Sammanfattning : Captioning has long been used in media to help D/deaf and hard-of-hearing persons. Captioning however is difficult and time-consuming manual work. With the rapid evolution of automated speech recognition (ASR) systems, live captioning of everyday speech will soon be a practical reality. LÄS MER

  7. 5. Generation of Control Logic from Ordinary Speech

    Kandidat-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

    Författare :Hamed Haghjo; Elias Vahlberg; [2022]
    Nyckelord :Code generation; generation of code; generation of control logic; natural language processing;

    Sammanfattning : Developments in automatic code generation are evolving remarkably fast, with companies and researchers competing to reach human-level accuracy and capability. Advancements in this field primarily focus on using machine learning models for end-to-end code generation. LÄS MER