Sauer, Christian, Roth-Berghofer, Thomas, Auricchio, Nino and Proctor, Sam (2013) Recommending audio mixing workflows. In: 21st International Conference on Case-Based Reasoning, 8-11 Jul 2013, Saratoga, USA.

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Abstract

This paper describes our work on Audio Advisor, a work-flow recommender for audio mixing. We examine the process of eliciting,formalising and modelling the domain knowledge and expert's experience. We are also describing the effects and problems associated with the knowledge formalisation processes. We decided to employ structured case-based reasoning using the myCBR 3 to capture the vagueness encountered in the audio domain. We detail on how we used extensive similarity measure modelling to counter the vagueness associated with the attempt to formalise knowledge about and descriptors of emotions. To improve usability we added GATE to process natural language queries within Audio Advisor. We demonstrate the use of the Audio Advisor software prototype and provide a first evaluation of the performance and quality of recommendations of Audio Advisor.

Item Type:	Conference or Workshop Item (Paper)
Page Range:	pp. 299-313
Subjects:	Computing
Depositing User:	Christian Sauer
Date Deposited:	26 May 2016 12:47
Last Modified:	04 Nov 2024 11:02
URI:	https://repository.uwl.ac.uk/id/eprint/2172

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