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Description: Code for tidying and modelling data in Knowles et al. (2020): "A comparison of speech amplification and personal communication devices for hypophonia." Paper available at: Please note that the raw data are not shareable under our current IRB, but the code to parse and model them has been included for transparency. If you are interested in knowing more about the raw data, please email me at


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