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cs.CL2019★ 5 cited
DARTS: Dialectal Arabic Transcription System
Sameer Khurana, Ahmed Ali, James Glass
We present the speech to text transcription system, called DARTS, for low resource Egyptian Arabic dialect. We analyze the following; transfer learning from high resource broadcast…
cs.CL2019
Analyzing Phonetic and Graphemic Representations in End-to-End Automatic Speech Recognition
Yonatan Belinkov, Ahmed Ali, James Glass
End-to-end neural network systems for automatic speech recognition (ASR) are trained from acoustic features to text transcriptions. In contrast to modular ASR systems, which contai…