Recommending Audio Mixing Workflows

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 July, 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 en-
countered 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)
Subjects: Computing
Depositing User: Christian Sauer
Date Deposited: 26 May 2016 12:47
Last Modified: 02 Feb 2017 10:31
URI: http://repository.uwl.ac.uk/id/eprint/2172

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