1 code implementation • LREC 2022 • Ali L. Hatab, Caroline Sabty, Slim Abdennadher
The best performance is achieved by using Bert embeddings.
1 code implementation • COLING (WANLP) 2020 • Caroline Sabty, Mohamed Islam, Slim Abdennadher
One of the significant challenges of developing code-switched NLP systems is the lack of data itself.
no code implementations • 22 Nov 2022 • Injy Hamed, Nizar Habash, Slim Abdennadher, Ngoc Thang Vu
We present our work on collecting ArzEn-ST, a code-switched Egyptian Arabic - English Speech Translation Corpus.
no code implementations • 11 Oct 2022 • Marwa Gaser, Manuel Mager, Injy Hamed, Nizar Habash, Slim Abdennadher, Ngoc Thang Vu
For extreme low-resource scenarios, a combination of frequency and morphology-based segmentations is shown to perform the best.
no code implementations • 31 Jul 2022 • Injy Hamed, Alia El Bolock, Cornelia Herbert, Slim Abdennadher, Ngoc Thang Vu
Given that the factors giving rise to CS vary from one country to the other, as well as from one person to the other, CS is found to be a speaker-dependant behaviour, where the frequency by which the foreign language is embedded differs across speakers.
no code implementations • 25 May 2022 • Injy Hamed, Nizar Habash, Slim Abdennadher, Ngoc Thang Vu
Results show that using a predictive model results in more natural CS sentences compared to the random approach, as reported in human judgements.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +5
no code implementations • 13 Dec 2021 • Injy Hamed, Alia El Bolock, Nader Rizk, Cornelia Herbert, Slim Abdennadher, Ngoc Thang Vu
Multilingual speakers tend to alternate between languages within a conversation, a phenomenon referred to as "code-switching" (CS).
no code implementations • 29 Aug 2021 • Injy Hamed, Pavel Denisov, Chia-Yu Li, Mohamed Elmahdy, Slim Abdennadher, Ngoc Thang Vu
In this paper, we present our work on code-switched Egyptian Arabic-English automatic speech recognition (ASR).
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • LREC 2020 • Injy Hamed, Ngoc Thang Vu, Slim Abdennadher
In this paper, we first discuss the CS phenomenon in Egypt and the factors that gave rise to the current language.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • LREC 2020 • Mohamed Balabel, Injy Hamed, Slim Abdennadher, Ngoc Thang Vu, {\"O}zlem {\c{C}}etino{\u{g}}lu
Code-switching has become a prevalent phenomenon across many communities.
no code implementations • 24 Sep 2019 • Injy Hamed, Moritz Zhu, Mohamed Elmahdy, Slim Abdennadher, Ngoc Thang Vu
Code-switching (CS) is a widespread phenomenon among bilingual and multilingual societies.
no code implementations • RANLP 2017 • Reem Salem, Mohamed Elmahdy, Slim Abdennadher, Injy Hamed
In this paper, we propose a computer-based game with a purpose (GWAP) for speech therapy of Egyptian speaking children suffering from Dyslalia.