title: TEDxTN: A Three-way Speech Translation Corpus for Code-Switched Tunisian Arabic - English
abstract: In this paper, we introduce TEDxTN, the first publicly available Tunisian Arabic to English speech translation dataset.This work is in line with the ongoing effort to mitigate the data scarcity obstacle for a number of Arabic dialects.We collected, segmented, transcribed and translated 108 TEDx talks following our internally developed annotations guidelines.The collected talks represent 25 hours of speech with code-switching that cover speakers with various accents from over 11 different regions