Lesser-Resourced Languages

Speaking Machines and Living Languages
Speaking Machines and Living Languages

Guest lecture on the intersection of speech technology, linguistics, and cultural preservation at the University of Warsaw's BREAKTHROUGHS conference.

Oct 17, 2025

Beyond "Hey Siri": towards Inclusive Speech Technology

Featured in the University of Groningen news about our work on speech technology for lesser-resourced languages, accessibility, and sarcasm detection.

Mar 24, 2025

Enhancing Standard and Dialectal Frisian ASR: Multilingual Fine-tuning and Language Identification for Improved Low-resource Performance
Enhancing Standard and Dialectal Frisian ASR: Multilingual Fine-tuning and Language Identification for Improved Low-resource Performance

We improve Frisian ASR performance by using multilingual fine-tuning and language identification, highlighting the challenges in dialectal speech recognition and the importance of elicitation methods in evaluating real-world performance.

Mar 7, 2025

Evaluating Standard and Dialectal Frisian ASR: Multilingual Fine-tuning and Language Identification for Improved Low-resource Performance

We improve ASR for Frisian and its dialects through multilingual fine-tuning and auxiliary language identification, while highlighting the challenges of dialectal speech recognition.

Feb 7, 2025

Meta Learning Text-to-Speech Synthesis in over 7000 Languages
Meta Learning Text-to-Speech Synthesis in over 7000 Languages

We developed a meta-learning approach for text-to-speech synthesis that works across 7000+ languages, especially benefiting under-resourced and endangered languages.

Jun 1, 2024

Speech Technology for Lesser-resourced Languages
Speech Technology for Lesser-resourced Languages

Research on developing speech technology solutions for languages with limited resources.

Oct 26, 2023

Strategies in Transfer Learning for Low-Resource Speech Synthesis: Phone Mapping, Features Input, and Source Language Selection

A comparative study of different transfer learning strategies for text-to-speech synthesis in low-resource languages.

Jun 21, 2023

The Effects of Input Type and Pronunciation Dictionary Usage in Transfer Learning for Low-Resource Text-to-Speech

A study of input types and pronunciation dictionary alternatives for text-to-speech in low-resource languages, with a focus on West Frisian.

Jun 1, 2023

Resource-Efficient Fine-Tuning Strategies for Automatic MOS Prediction in Text-to-Speech for Low-Resource Languages

Research on efficient strategies for automatic Mean Opinion Score prediction in text-to-speech for low-resource languages, with a case study on West Frisian.

May 30, 2023

Improving Luxembourgish Speech Recognition with Cross-Lingual Speech Representations

A study on improving automatic speech recognition for Luxembourgish through cross-lingual speech representations and transfer learning.

Jan 1, 2023