The student said, "sir, I am not guilty ".

The student said, "sir, I am not guilty ".

Explanation

Remove inverted commas.

Present continuous tense chance into past continuous.

The verb "pleaded" is appropriate here as it conveys the act of declaring innocence.

The phrase "with respect" is unnecessary because "sir" already indicates respect.