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Use of Variational Inference in Music Emotion Recognition
This work was developed aiming to employ Statistical techniques to the field of Music Emotion Recognition, a well-recognized area within the Signal Processing world, but hardly explored from the statistical point of view.
Bayesian Restoration of Audio Degraded by Low-Frequency Pulses Modeled via Gaussian Process
A common defect found when reproducing old vinyl and gramophone recordings with mechanical devices are the long pulses with significant low-frequency content caused by the interaction of the arm-needle system with deep scratches or even breakages on the media surface.
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