Unsupervised Word Segmentation from Speech with Attention

18 Jun 2018Pierre GodardMarcely Zanon-BoitoLucas OndelAlexandre BerardFrançois YvonAline VillavicencioLaurent Besacier

We present a first attempt to perform attentional word segmentation directly from the speech signal, with the final goal to automatically identify lexical units in a low-resource, unwritten language (UL). Our methodology assumes a pairing between recordings in the UL with translations in a well-resourced language... (read more)

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