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Audio impairment recognition using a correlation-based feature representation
(IEEE, 2020-05-26)
Audio impairment recognition is based on finding noise in audio files and categorising the impairment type. Recently, significant performance improvement has been obtained thanks to the usage of advanced deep learning ...
More for Less: Non-Intrusive Speech Quality Assessment with Limited Annotations
(QoMEX, 2021-06-14)
Non-intrusive speech quality assessment is a crucial operation in multimedia applications. The scarcity of annotated data and the lack of a reference signal represent some of the main challenges for designing efficient ...
Development of a Speech Quality Database Under Uncontrolled Conditions
(2020-10-25)
Objective audio quality assessment is preferred to avoid time-consuming and costly listening tests. The development of objective quality metrics depends on the availability of datasets appropriate to the application under ...