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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,…
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…
Convolutional Neural Networks and Language Embeddings for End-to-End Dialect Recognition
Suwon Shon, Ahmed Ali, James Glass
Dialect identification (DID) is a special case of general language identification (LID), but a more challenging problem due to the linguistic similarity between dialects. In this p…