"Begin Again" is the sixth studio album from the nine-time Grammy-winning singer-songwriter. The album features a collection of seven songs Jones recorded over the past year with Jeff Tweedy and Thomas Bartlett, among others. The track "Just a Little Bit" was produced by Jones and features her on vocals, piano, and organ, along with Brian Blade on drums, Christopher Thomas on bass, Dave Guy on trumpet, and Leon Michels on tenor saxophone. The singles she released in the summer of 2018 ranged from sweeping electronic experiments to stark acoustic folk ballads to organ- and horn-infused soul songs. With the addition of three previously unreleased tracks, "Begin Again" presents seven snapshots into the creativity of one of the world's most versatile and consistently intriguing artists.