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Jennifer Williams reports a relationship with MyVoice AI that includes employment. Jennifer Williams has patent #US20230186896A1 pending to MyVoice AI Ltd. Jennifer Williams has patent #US20220405363A1 pending to MyVoice AI Ltd. In regard to prior employment at MyVoice AI Ltd, Jennifer Williams was previously employed part-time while the work in this manuscript was undertaken (ending in February 2024) and does not have any remaining interactions nor any restrictive covenants, but there are two pending patents on voice-based biometric identification pending where Jennifer Williams is listed as a lead inventor, and MyVoice AI Ltd is the assignee. Those two patents are not topically related to the work in this manuscript. The rest of the authors declare no competing interests.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"595"}}