Word Level Language Identification in Online Multilingual Communication

Toward Multilingual Identification of Online Registers

We consider cross- and multilingual text classification approaches to the identification of online registers (genres), i.e. text varieties with specific situational characteristics. Register is the most important predict…

Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task Learning

In this paper, we report a large-scale end-to-end language-independent multilingual model for joint automatic speech recognition (ASR) and language identification (LID). This model adopts hybrid CTC/attention architectur…

Fast and unsupervised methods for multilingual cognate clustering

In this paper we explore the use of unsupervised methods for detecting cognates in multilingual word lists. We use online EM to train sound segment similarity weights for computing similarity between two words. We tested…

Leveraging Data-Driven Methods in Word-Level Language Identification for a Multilingual Alpine Heritage Corpus

Identification of Languages in Algerian Arabic Multilingual Documents

This paper presents a language identification system designed to detect the language of each word, in its context, in a multilingual documents as generated in social media by bilingual/multilingual communities, in our ca…