Инуктитут

AbstractWe introduce the first attempt at automatic speech recognition (ASR) in Inuktitut, as a representative for polysynthetic, low-resource languages, like many of the 900 Indigenous languages spoken in the Americas. …...

Nowadays, very little research for Indigenous languages has been studied. Indigenous lan- guages bring significant challenges for Natural Language Processing approaches because of multiple features such as polysynthesis, morphological complexity, …...

AbstractNeural machine translation has been shown to outperform all other machine translation paradigms when trained in a high-resource setting. However, it still performs poorly when dealing with low-resource languages, for …...