NETtalk corpus
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The pronouncing NETtalk dictionary was created to study the translation process between written English, using graphemes or letters as units, and spoken English, using phonemes as units. The dictionary includes 20008 aligned letter and phonetic representations with stresses.
More details about the corpus can be found here: