The 'trials and tribulations' Martin Luther King, Jr. talks about are the sufferings and hardships faced by the African American community due to racial injustice and segregation. This includes police brutality, discrimination in housing and public facilities, voter suppression, and the overall experience of being treated as second-class citizens.