On the Chinese-English task, the smoothed BLEU score has a higher sentence-level correlation than WER.
this is not the case for the Arabic- Table 3: Correlation (r) between human evaluation (adequacy + fluency) and automatic evaluation with BLEU, WER, and CDER (NIST 2004 evaluation; sentence level).