[3] In 2016, Joseph appeared on RM Hubbert's collaborative album Telling the Trees, providing vocals for the track "The Dog".

[4] In 2017, Joseph collaborated with Marcus Mackay and The Twilight Sad's James Graham on the project Out Lines.

Joseph, along with director, actor and musician Cora Bissett, wrote the music for a 2017 stage version of Emma Donoghue's book Room,[5] which was produced by Theatre Royal Stratford East and Dublin's Abbey Theatre, in association with National Theatre of Scotland and Covent Garden Productions.

In June 2018, she appeared on the BBC Radio 4 programme "Loose Ends", and in August 2018 released her second album From When I Wake the Want Is.

[6] In 2018, her versions of "Land O the Leal" and "Scots Wha Hae" were included in the film Outlaw King.