title: Towards One Model to Rule All: Multilingual Strategy for Dialectal\n Code-Switching Arabic ASR
abstract: With the advent of globalization, there is an increasing demand for\nmultilingual automatic speech recognition (ASR), handling language and\ndialectal variation of spoken content. Recent studies show its efficacy over\nmonolingual systems. In this study, we design a large multilingual end-to-end\nASR using self-attention based conformer architecture. We trained the system\nusing Arabic (Ar), English (En) and French (Fr) languages. We evaluate the\nsystem performance handling: (i) monolingual (Ar
journal: ArXiv.org