In the “CLARIN Hands-on Tutorial on Transcribing Interview Data” webinar organized by SSHOC and CLARIN ERIC on the 3rd March 2020, Henk van den Heuvel (CLARIN-K centre ACE at Radboud University, Nijmegen) and Christoph Draxler (BAS CLARIN-D centre at Ludwig Maximilian University, Munich), discussed the challenges associated with transcribing spoken data, and demonstrated the workflow of machine-assisted interview transcription process.