According to my Liber it's pronounced eh as in red. However in my eleclesial Latin book it's ay as in ray.
Go figure.
ee-i-ee-i-o ;-)
Dare I add that an historically informed performance of William Byrd's classics would sound very strange to us. Tradition has it that in his day, Latin would have been sung in England with English pronunciation.
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