What's New Tonight: Tuesday, June 4th.

8:00 PM EST:

“Extreme Weight Loss” on ABC. Nicole Eggert lends her support to a woman in her desperate quest to lose weight.

“Pretty Little Liars: A LiArs Guide to Rosewood” on ABCFAM. A recap of the first 3 seasons, following Aria, Hanna, Emily, and Spencer’s interactions with the mysterious “A”.

“So You Think You Can Dance” on FOX. Auditions, round 4!

“The Voice” on NBC. Results edition. Two performers are eliminated.

9:00 PM EST:

“America’s Got Talent” on NBC. Season 8 Premiere. Auditions begin in New York City, Los Angeles, and San Antonio. The judges include Mel B., Heidi Klum, Howard Stern, and Howie Mandel.

“Deadliest Catch” on DISC. An accident takes place aboard the Time Bandit.

“Family S.O.S. With Jo Frost” on TLC. A family is being torn apart by constant screaming and yelling, but a secret between the parents just adds to the chaos.

“Storage Wars” on A&E. The bidders head to Laguna Niguel, California.

10:00 PM EST:

“Awkward.” On MTV. Jenna forms a crush on Collin.

“Chopped” on FOOD. The mystery basket includes mussels and saffron for the appetizer, a tough protein and blackberries for the main dish, and sheets of pasta for dessert.

“Exit” on Syfy. Series Premiere. Four teams of two compete to escape a series of booby-trapped rooms. Players are forced to complete physical and mental challenges for the $10,000 prize.

“Who Gets the Last Laugh??” on TBS. Featuring Bam Margera, Bobby Lee, and Matt Besser. Bam pranks some parking attendants, Bobby attempts to choreograph a dance class, and Matt tries out a pool prank.