1. A method for determining pronunciation issues, comprising: receiving text comprising sentences for a Text-To-Speech (TTS) component and a recording of the text that is used as a reference for the text; receiving synthesized speech generated by the TTS component using the text as input to the TTS component; evaluating results received by an evaluation performed at a text level by determining a similarity of the synthesized speech to the recording; evaluating results obtained from a Speech Recognition (SR) component related to different inputs to the SR component comprising the synthesized speech and the recording; and generating a list that includes a ranking of pronunciation issue candidates based on the evaluations.