Tutorial Proposal: End-to-End Speech Translation.

Speech translation is the translation of speech in one language typically to text in another, traditionally accomplished through a combination of automatic speech recognition and machine translation. Speech translation has attracted interest for many years, but the recent successful applications of deep learning to both individual tasks have enabled new opportunities through joint modeling, in what we today call 'end-to-end speech translation.' In this tutorial we will introduce the techniques used in cutting-edge research on speech translation. Starting from the traditional cascaded approach,... Mehr ...