Essays about: "Text Transcription"

Showing result 1 - 5 of 28 essays containing the words Text Transcription.

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. Unlocking Poliphilo’s Dream: Towards a digital scholarly edition of the Hypnerotomachia Poliphili

   University essay from Linnéuniversitetet/Institutionen för kulturvetenskaper (KV)

   Author : Efthymia Priki; [2024]
   Keywords : Hypnerotomachia Poliphili; digital scholarly edition; early modern books; reception studies;

   Abstract : Hypnerotomachia Poliphili is a fifteenth-century illustrated incunabulum first published in 1499 by Aldo Manuzio in Venice. It delivers the story of two lovers separated by death but united in a dream; in fact, the entire book is a complex, multi-layered dream narrative which gradually unfolds through the interaction between text and image, inviting readers to engage with its rich content in a playful manner. READ MORE

4. 3. Evaluating and Fine-Tuning a Few-Shot Model for Transcription of Historical Ciphers

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Ingrid Eliasson; [2023]
   Keywords : historical ciphers; few-shot learning; automatic transcription;

   Abstract : Thousands of historical ciphers, encrypted manuscripts, are stored in archives across Europe. Historical cryptology is the research field concerned with studying these manuscripts - combining the interest of humanistic fields with methods of cryptography and computational linguistics. READ MORE

5. 4. CArDIS: A Swedish Historical Handwritten Character and Word Dataset for OCR

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Shivani Thummanapally; Sakib Rijwan; [2022]
   Keywords : Handwritten Text Recognition; Optical Character Recognition; Machine learning methods; historical handwritten character recognition; handwritten character dataset;

   Abstract : Background: To preserve valuable sources and cultural heritage, digitization of handwritten characters is crucial. For this, Optical Character Recognition (OCR) systems were introduced and most widely used to recognize digital characters. READ MORE

6. 5. Swedish Language End-to-End Automatic Speech Recognition for Media Monitoring using Deep Learning

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Hector Nyblom; [2022]
   Keywords : Automatic Speech Recognition; Deep Learning; Machine Learning; Natural Language Processing; Media Monitoring;

   Abstract : In order to extract relevant information from speech recordings, the general approach is to first convert the audio into transcribed text. The text can then be analysed using well researched methods. NewsMachine AB provides customers with an overview of how they are represented in media by analysing articles in text form. READ MORE