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What is to keep someone from using LMS to filter the sole source recordings from room 1 out of the mixed recordings, and supplying those filters?

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What is to keep someone from using LMS to filter the sole source recordings from room 1 out of the mixed recordings, and supplying those filters?

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We intend to use LMS using the test data. Anyone can do this with the information provided for room 1. This room is provided as an exercise. We felt there should be at least one room on which anyone can evaluate the performance of their algorithm.

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