482 citations · 1.5k across the 17 of their papers we have counts for
6 papers · 1 filter
Speech collage: code-switched audio generation by collaging monolingual corpora
Amir Hussein, Dorsa Zeinali, Ondřej Klejch +6
Designing effective automatic speech recognition (ASR) systems for Code-Switching (CS) often depends on the availability of the transcribed CS resources. To address data scarcity,…
L1-aware Multilingual Mispronunciation Detection Framework
Yassine El Kheir, Shammur Absar Chowdhury, Ahmed Ali
The phonological discrepancies between a speaker's native (L1) and the non-native language (L2) serves as a major factor for mispronunciation. This paper introduces a novel multili…
The complementary roles of non-verbal cues for Robust Pronunciation Assessment
Yassine El Kheir, Shammur Absar Chowdhury, Ahmed Ali
Research on pronunciation assessment systems focuses on utilizing phonetic and phonological aspects of non-native (L2) speech, often neglecting the rich layer of information hidden…
MyVoice: Arabic Speech Resource Collaboration Platform
Yousseif Elshahawy, Yassine El Kheir, Shammur Absar Chowdhury +1
We introduce MyVoice, a crowdsourcing platform designed to collect Arabic speech to enhance dialectal speech technologies. This platform offers an opportunity to design large diale…
Multi-View Multi-Task Representation Learning for Mispronunciation Detection
Yassine El Kheir, Shammur Absar Chowdhury, Ahmed Ali
The disparity in phonology between learner's native (L1) and target (L2) language poses a significant challenge for mispronunciation detection and diagnosis (MDD) systems. This cha…
Multilingual Word Error Rate Estimation: e-WER3
Shammur Absar Chowdhury, Ahmed Ali
The success of the multilingual automatic speech recognition systems empowered many voice-driven applications. However, measuring the performance of such systems remains a major ch…