There are more than one artist called "The Odds"

1) Current British artist
2) Former British artist
3) a misspelling for the Canadian band Odds

1) Current British artist: The sound of The Odds is brought to you by four musicians, all producing music.
Drawing influence from a diverse array of bands and artists from last 60 years, The Odds pride themselves on their ability to write songs.
The Odds initially formed in 2005. 2009 saw a collection of profile gigs and small festivals around the UK, and an ever-growing fan base.
They have also recently won the UK Final for Battle of the Bands.

2) Former British artist: The Odds was a new wave British band that released the single “Saturday Night” on Red Rhino records in the 1980s. (That single and the B-side are now available for streaming on last.fm.)

3) This is also a misspelling for Odds. (Odds is a Canadian band formed by Craig Northey, Steven Drake, Doug Elliott and Paul Brennan.) You may wish to change your audio file tags to “Odds”, if you are scrobbling the Canadian group and find yourself on this page. Read more on Last.fm. User-contributed text is available under the Creative Commons By-SA License; additional terms may apply.