Search Results for author: Jón Guðnason

Found 9 papers, 1 papers with code

Samrómur: Crowd-sourcing large amounts of data

no code implementations LREC 2022 Staffan Hedström, David Erik Mollberg, Ragnheiður Þórhallsdóttir, Jón Guðnason

This contribution describes the collection of a large and diverse corpus for speech recognition and similar tools using crowd-sourced donations.

speech-recognition Speech Recognition

Creating Data in Icelandic for Text Normalization

no code implementations NoDaLiDa 2021 Helga Svala Sigurðardóttir, Anna Björk Nikulásdóttir, Jón Guðnason

There is no natural way to acquire normalized data so we try to create good enough data to attempt more advanced methods for text normalization.

Pre-training and Evaluating Transformer-based Language Models for Icelandic

no code implementations LREC 2022 Jón Guðnason, Hrafn Loftsson

We pre-train four types of monolingual ELECTRA and ConvBERT models and compare our results to a previously trained monolingual RoBERTa model and the multilingual mBERT model.

Dependency Parsing named-entity-recognition +4

Learning Emotional Representations from Imbalanced Speech Data for Speech Emotion Recognition and Emotional Text-to-Speech

no code implementations9 Jun 2023 Shijun Wang, Jón Guðnason, Damian Borth

Effective speech emotional representations play a key role in Speech Emotion Recognition (SER) and Emotional Text-To-Speech (TTS) tasks.

Speech Emotion Recognition

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