5
Data Collection and Representation
“I propose that there will be a new branch of professional audio that willarise over the next 20 years, and this is the intelligent assistant. [...] Thislevel of knowledge can be used increasingly to take over the mundaneaspects of music production, leaving the creative side to the professionals,where it belongs.”
James A. Moorer, “Audio in the new millennium,” Journal of the Audio Engineering Society, vol. 48, no. 5, pp. 490–498, 2000.
One of the key challenges in engineering is to gather large sets of relevant, representative data. This data forms the basis of a wide number of tasks, from training and testing models, to the subjective evaluation of empirically developed systems. In the field of Intelligent ...
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