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Justin Bieber performing at the Jingle Ball on Wednesday. While his album, Believe, sold more than 1.1 million copies, he got no Grammy nominations Image Credit: Chris Pizzello/Invision/AP

Irate fans of Justin Bieber and boy band One Direction took to social media on Thursday to voice their outrage after being snubbed by the Grammys for a chance to win the biggest honours in the music industry.

Indie-pop band fun. and rapper Frank Ocean led the 2013 nominations, tying with The Black Keys, Mumford & Sons, Jay-Z and Kanye West for six nods. But The Recording Academy overlooked some of the year's biggest and most commercially successful artists in Wednesday's nominations.

While Bieber, 18, who won three American Music Awards in November, stayed quiet on his omission, his manager Scooter Braun took to Twitter.

"Grammy board u blew it on this one. the hardest thing to do is transition, keep the train moving. The kid delivered. Huge successful album, sold out tour, and won people over. ... This time he deserved to be recognized," Braun posted in a series of tweets.

Many of Bieber's 31 million Twitter fans quickly followed suit, with hashtags such as #BieberForGrammys trending on the micro-blogging service.

The Canadian singer, who has never won a Grammy, in June released album "Believe," showcasing a more grown-up image. The album, which produced top 10 hits "Boyfriend" and "As Long As You Love Me," has sold more than 1.1 million copies.

British boy band One Direction was also left empty-handed despite their debut album "Up All Night" having topped the Billboard 200 album chart.

The quintet has performed sold-out shows across the world and won three MTV video music awards earlier this year.

The Grammy Awards are voted on by members of The Recording Academy and recognize achievement in 81 categories.

Lady Gaga, rapper Nicki Minaj and Korea's Psy also failed to snag any nominations.

While Gaga hasn't released new music this year, focusing on her global tour, Minaj released "Pink Friday: Roman Reloaded," which topped the Billboard 200 chart and spawned singles such as "Starships."

Psy may have YouTube's most watched video ever with "Gangnam Style," - over 897 million views - but he missed out on becoming the first Korean artist to receive a Grammy nod.

Kelly Clarkson was one of the few leading female nominees, picking up three nominations, including record of the year and best pop vocal album.

R&B singer Rihanna also landed three nods, including best solo pop performance for “Where Have You Been.”

Record of the year nominees saw an assortment of rock, pop and hip hop nominees, with Clarkson’s “Stronger” competing with The Black Keys’ “Lonely Boy,” fun.’s “We Are Young,” Australian artist Gotye’s heartbreak hit “Somebody That I Used To Know,” Ocean’s “Thinkin Bout You,” and Taylor Swift’s “We Are Never Ever Getting Back Together.”

To be eligible for nominations this year, artists had to release their music between Oct. 1, 2011, and Sept. 30, 2012.

Adele, who swept the awards in February with six accolades including the top three, landed only one nomination this year for best pop solo performance, as she did not release any music in the eligibility time frame.

The nominations for the top awards and main categories were announced during an hour-long televised concert in Nashville for the first time, co-hosted by country-pop artist Swift and veteran Grammy host, rapper-actor LL Cool J.

Adding a twist to the announcements, Hayes sang the nominees for best pop album, a tight contest between Maroon 5, Clarkson, Pink, fun. and Florence and the Machine. Hayes picked up two nods for best new artist and best country vocal performance.

British rock legends The Who will receive the Grammy Lifetime Achievement Award in February.

The Grammy Awards will be handed out at a live performance show and ceremony on Feb. 10 in Los Angeles.