Athanasios Katsamanis

Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition Systems: A case study for Modern Greek

2023

<p>Modern speech recognition systems exhibits rapid performance degradation under domain shift. This issue is especially prevalent in data-scarce settings, such as low-resource languages, where diversity of training data is limited.</p> <p>In this work we propose …

Beam-search SIEVE for low-memory speech recognition

2024

A capacity to recognize speech offline eliminates privacy concerns and the need for an internet connection. Despite efforts to reduce the memory demands of speech recognition systems, these demands remain formidable and thus popular tools …