2 citations · 5 across the 4 of their papers we have counts for
4 papers
Fine-tuning Whisper on Low-Resource Languages for Real-World Applications
Vincenzo Timmel, Claudio Paonessa, Reza Kakooee +2
This paper presents a new approach to fine-tuning OpenAI's Whisper model for low-resource languages by introducing a novel data generation method that converts sentence-level data…
Dialect Transfer for Swiss German Speech Translation
Claudio Paonessa, Yanick Schraner, Jan Deriu +3
This paper investigates the challenges in building Swiss German speech translation systems, specifically focusing on the impact of dialect diversity and differences between Swiss G…
STT4SG-350: A Speech Corpus for All Swiss German Dialect Regions
Michel Plüss, Jan Deriu, Yanick Schraner +8
We present STT4SG-350 (Speech-to-Text for Swiss German), a corpus of Swiss German speech, annotated with Standard German text at the sentence level. The data is collected using a w…
Improving Metrics for Speech Translation
Claudio Paonessa, Dominik Frefel, Manfred Vogel
We introduce Parallel Paraphrasing (), an augmentation method for translation metrics making use of automatic paraphrasing of both the reference and hypoth…