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Harry's former piano teacher decided to turn into an agent for children. From there, she got Harry some work on The Jack Benny Program when he was only 7 years old.
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Harry's parents prevented him from having a permanent role on the original Leave It To Beaver TV series.
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In his debut season of Saturday Night Live, Harry was the first person to start off as a featured player, and then become a full cast member by the end of it.
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Harry has acknowledged the hardest voice to do on The Simpsons is the voice of Mr. Burns.
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On an episode of The Dave Thomas Comedy Show, Dan Acyroyd mentions that Harry gave him the key to impersonating Tom Snyder, a person Dan is famous for impersonating. He told him you wet and stick out your lower lip.
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He regularly impersonated the following while his run on Saturday Night Live: Alan Thicke, Carl Sagan, Curt Gowdy, Frank Reynolds, Franklin Roosevelt, Jack Perkins, Joe Garagiola, Mike Wallace, Richard Blackwell, Robin Leach, Rod Serling, Ronald Reagan, Tom Brokaw, Tom Snyder and Vin Scully.
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He and his fellow members of This is Spinal Tap reprised their roles on an episode of The Simpsons called "The Otto Show." The premise of the episode was Spinal Tap was coming to Springfield.
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Shearer has three books published, "Man Bites Town", "It's the Stupidity, Stupid", and "Not Enough Indians".
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Since 1993, Shearer has been married to singer-songwriter Judith Owen.
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He is the voice of the announcer for between-show trivia tidbits and network commercials on TV Land.
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Harry Shearer stand 5' 7" (1.70 m).
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At 21 characters, he has the widest range of roles on The Simpsons including the maniacal Mr. Burns, local celebrity newsanchor Kent Brockman, and the Springfield God Squad Reverend Lovejoy and Ned Flanders
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His middle name is Julius, which is also the first name of Dr Hibbert, a character for which he does the voice on "The Simpsons".
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Although he was the second actor to voice Mr. Burns, he was the first to utter the line "Smithers...release the hounds."
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His film debut was with Bud Abbott and Lou Costello in Abbott and Costello Go to Mars (1953).
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Shearer has directed a film, Teddy Bears Picnic (2002), in which he stars.
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Shearer appeared in the American remake of Godzilla with Simpsons cast-mate Hank Azaria. Nancy Cartwright, another successful Simpsons voice artist, had a minor cameo in the same movie.
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Harry was one of three Simpson voice actors to have guest starred on the hit NBC comedy Friends.
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Shearer was briefly part of The Credibility Gap, a renowned comedy radio group situated in LA.
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He played Frankie in the pilot episode of Leave it to Beaver.
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His foray into show business was starring in 50's movies and television.
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Of the six main Simpsons stars he was the only one to never win or be nominated for an Emmy however this changed in 2009 where he received his first Emmy nomination for his vocal performance in "The Burns and the Bees".