Nominations for the Junos were unveiled during a press conference on Tuesday in Toronto.
Arcade Fire in 2012 won four Junos, including best album and best group, and is expected to dominate the Canadian music awards again this year.
The Montreal rockers will also challenge in the album of the year competition this year with Reflektor,against Ryder's Harmony, Dion's Loved Me Back to Life, Drake's Nothing Was the Same and Bublé's To Be Loved.
And the Juno Fan Choice Award category will be fought over by Arcade Fire, Justin Bieber, Avril Lavigne, Bublé, Ryder, Dion, Drake, Hedley, Robin Thicke and Walk Off the Earth.
Thicke was also added Tuesday to the performers lineup at the 2014 Juno Awards, alongside City and Colour, Ryder, Tegan and Sara and Walk off the Earth.
The Junos, organized by the Canadian Academy of Recording Arts and Sciences, will be handed out on March 30 in Winnipeg, Manitoba, and will air live on the CTV network.
Check out select awards below. See a complete list here.
JUNO FAN CHOICE AWARD
Walk Off the Earth
SINGLE OF THE YEAR
"Reflektor" Arcades Fire
"Inner Ninja" Classified ft. David Myles
"It’s a Beautiful Day" Michael Bublé
"What I Wouldn’t Do" Serena Ryder
"Closer" Tegan and Sara
INTERNATIONAL ALBUM OF THE YEAR
"Unorthodox Jukebox" Bruno Mars
"The Marshall Mathers LP 2" Eminem
"Night Visions" Imagine Dragons
"Take Me Home" One Direction
"The Truth About Love" P!nk
ALBUM OF THE YEAR
"Reflektor" Arcade Fire
"Loved Me Back to Life" Céline Dion
"Nothing Was the Same" Drake
"To Be Loved" Michael Bublé
"Harmony" Serena Ryder
ARTIST OF THE YEAR
GROUP OF THE YEAR
Tegan and Sara
Walk Off the Earth
BREAKTHROUGH ARTIST OF THE YEAR
BREAKTHROUGH GROUP OF THE YEAR
A Tribe Called Red
Courage My Love
POP ALBUM OF THE YEAR
"Wild Life" - Hedley
"To Be Loved" - Michael Bublé
"Blurred Lines" Robin Thicke
"Heartthrob" Tegan and Sara
"R.E.V.O." Walk Off the Earth