[5] Tentatively titled Love, Tweet, the album was preceded by the buzz single "Good Bye My Dear", a collaboration with rapper T.I., and expected to be released on April 8, 2008.

[13] Initially slated to feature vast production credits from Elliott and expected to be released on January 22, 2016, Charlene was pushed back to February 26, 2016, with further retooling and added contributions from other producers such as longtime collaborators Craig Brockman, Charlie Bereal, Nisan Stewart, and Timbaland.

[15] AllMusic editor Andy Kellman called the album "a relaxed, dimly lit collection, much of which could be replicated in an intimate setting with a simple instrumental setup."

"Addicted", "Magic", "Priceless" and "Fool No Mo" are as sharply written and realized as they are unapologetically indulgent of heady atmospherics, each song its own exaltation of the understated power of Tweet's singular voice.

"[18] Mosi Reeves, writing for Spin, felt that "one of the pleasures of Charlene is how we can now enjoy Tweet – years removed from the burden of carrying Aaliyah's legacy – as a startlingly unique voice in her own right, a fact that we sometimes forgot during her brief reign on Top 40.

"[19] Scott Glaysher from HipHopDX found that "the project doesn't sound much different from her 2013 EP or her 2005 LP [...] Tweet should by no means start teaming up with the likes of DJ Mustard [...] but the album should have come with more excitement.