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Hi @zaidalyafeai Why don't we force the decoder to decode only Arabic script during the evaluation? [Here](https://github.com/ARBML/whisperar/blob/63769eeaed3c25a2bea2c44fca3c217a8397113f/run_speech_recognition_seq2seq.py#L567)