AUDIO DEVICE WITH UNCERTAINTY QUANTIFICATION AND RELATED METHODS

    公开(公告)号:EP4435781A1

    公开(公告)日:2024-09-25

    申请号:EP23163841.2

    申请日:2023-03-23

    申请人: GN Audio A/S

    IPC分类号: G10L21/02 G10L25/60 G10L25/30

    CPC分类号: G10L25/60 G10L25/30 G10L21/02

    摘要: An audio device comprising memory, an interface, and one or more processors, wherein the one or more processors are configured to obtain audio data; process the audio data for provision of an audio output; process the audio data for provision of one or more audio parameters indicative of one or more characteristics of the audio data; map the one or more audio parameters to a first latent space of a first neural network for provision of a mapping parameter indicative of whether the one or more audio parameters belong to a training manifold of the first latent space ; determine, based on the mapping parameter, an uncertainty parameter indicative of an uncertainty of processing quality; and control the processing of the audio data for provision of the audio output based on the uncertainty parameter.