Essays about: "speech to text"

Showing result 21 - 25 of 159 essays containing the words speech to text.

1. 21. Domain Adaptation with N-gram Language Models for Swedish Automatic Speech Recognition : Using text data augmentation to create domain-specific n-gram models for a Swedish open-source wav2vec 2.0 model

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

   Author : Viktor Enzell; [2022]
   Keywords : Automatic Speech Recognition; Domain Adaptation; Language Models; Ngram Models; Wav2vec2; Taligenkänning; Domänanpassning; Språkmodeller; N-gramModeller; Wav2vec2;

   Abstract : Automatic Speech Recognition (ASR) enables a wide variety of practical applications. However, many applications have their own domain-specific words, creating a gap between training and test data when used in practice. READ MORE

3. 22. Evaluating the robustness of DistilBERT to data shift in toxicity detection

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

   Author : Caroline Larsen; [2022]
   Keywords : Machine learning; Natural Language Processing; DistilBERT; Toxicity Detection; Profanity Detection; Hate Speech Identification; Text preprocessing; Maskininlärning; naturligtspråkbehandling; DistilBERT; identifiering av kränkande språk; identifiering av svordomar; textbehandling;

   Abstract : With the rise of social media, cyberbullying and online spread of hate have become serious problems with devastating consequences. Mentimeter is an interactive presentation tool enabling the presentation audience to participate by typing their own answers to questions asked by the presenter. READ MORE

4. 23. Predicting Political Party Affiliation in the Swedish Parliament using Natural Language Processing

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Johannes Zetterberg; [2022]
   Keywords : Machine learning; support vector machines; naive Bayes; transformer; BERT; text classification; NLP;

   Abstract : Text classification is a fundamental part of natural language processing. In this thesis, methods for text classification are used in an attempt to predict the political party affiliation of members of parliament (MPs). READ MORE

5. 24. Political Parties on the Move: Computational Scaling Method Applied to Swedish Parliamentary Debates

   University essay from Umeå universitet/Statsvetenskapliga institutionen

   Author : Carl-Oscar Källström Ståhlgren; [2022]
   Keywords : Estimation methods; political space; parliamentary speeches; political speech; text analysis; Swedish politics; algorithm; models; word frequency analysis; time series; left-right; Wordfish;

   Abstract : Over the years, a variety of methods have been used in order toestimate policy positions for political parties in national parliaments. This papersets out to apply a novel computational method called Wordfish and apply it to aheavily under-researched form of political text, parliamentary speeches. READ MORE

6. 25. A Swedish wav2vec versus Google speech-to-text

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Ester Lagerlöf; [2022]
   Keywords : ASR; automatic speech recognition; speech-to-text; wav2vec; Google speech-to-text; model comparison;

   Abstract : As the automatic speech recognition technology is becoming more advanced, the possibilities of in which fields it can operate are growing. The best automatic speech recognition technologies today are mainly based on - and made for - the English language. READ MORE