92 citations · 116 across the 5 of their papers we have counts for
3 papers · 1 filter
Cascade versus Direct Speech Translation: Do the Differences Still Make a Difference?
Luisa Bentivogli, Mauro Cettolo, Marco Gaido +4
Five years after the first published proofs of concept, direct approaches to speech translation (ST) are now competing with traditional cascade solutions. In light of this steady p…
Beyond Voice Activity Detection: Hybrid Audio Segmentation for Direct Speech Translation
Marco Gaido, Matteo Negri, Mauro Cettolo +1
The audio segmentation mismatch between training data and those seen at run-time is a major problem in direct speech translation. Indeed, while systems are usually trained on manua…
CTC-based Compression for Direct Speech Translation
Marco Gaido, Mauro Cettolo, Matteo Negri +1
Previous studies demonstrated that a dynamic phone-informed compression of the input audio is beneficial for speech translation (ST). However, they required a dedicated model for p…