To correct this issue. Zoom recommends to changing your Zoom background noise suppression setting from Auto to Low.
Launch the Zoom Desktop Client Click on the Settings gear In the left margin, click on Audio. In the right pane, locate the Microphone section In this section, you will see the Suppress background noise option, click on the drop-down menu and select Low