Essays about: "word error rate"

Showing result 1 - 5 of 29 essays containing the words word error rate.

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

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Max Fredriksson; Elise Ramsay Veljanovska; [2024]
   Keywords : 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;

   Abstract : 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. READ MORE

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

   University essay from Uppsala universitet/Avdelningen Vi3

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

   Abstract : 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. READ MORE

4. 3. Live captioning and translation application for Android

   University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronik

   Author : Joel Hansson; [2023]
   Keywords : ;

   Abstract : 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. READ MORE

5. 4. Generation of Control Logic from Ordinary Speech

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

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

   Abstract : 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. READ MORE

6. 5. WebXR Voice Assistant : A comparative study of automatic speech recognition implementation methods in a web-based VR environment

   University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

   Author : Elias Berglin; [2022]
   Keywords : ASR; ONNX; Machine Learning; ReactJS; WebAssembly;

   Abstract : Fully autonomous cars are on the horizon. Knightec wants to enable passengers of the future car to be more productive and entertained with a new web platform. With this platform, Knightec wants to explore different input methods one of which being a voice assistant. READ MORE