Question: does yelling deepen your voice?
Answer: Well, yes, it can. Your vocal chords are a thin flappy membrane in the larynx sitting above your trachea which muscles open and close (fully or partially) to produce different phonations. The membrane can be easily damaged by certain chemicals (like alcohol), or use, or extended airflow as when yelling.