6/15/2023 0 Comments Sound effects kamui wav![]() By using the obtained projection, the new EEG-based audio features can be derived since this projection provides the best correlation between the user's EEG signals and their corresponding audio signals. Specifically, projection, which transforms original audio features into the features reflecting the preference, is calculated by applying kernel Canonical Correlation Analysis (CCA) to the audio features and the EEG features which are extracted from the user's EEG signals during listening to favorite musical pieces. ![]() In order to estimate user's favorite musical pieces, our method utilizes his/her EEG signals for calculating new audio features suitable for representing the user's music preference. This paper presents a human-centered method for favorite music estimation using EEG-based audio features.
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