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Found 5 papers, 5 papers with code
Redistributor: Transforming Empirical Data Distributions
When given independent and identically distributed samples of some random variable $S$ and the continuous cumulative distribution function of some desired target $T$, it provably produces a consistent estimator of the transformation $R$ which satisfies $R(S)=T$ in distribution.
Learning Complex Basis Functions for Invariant Representations of Audio
Mapping signals onto complex basis functions learned by the CAE results in a transformation-invariant "magnitude space" and a transformation-variant "phase space".
Improving Machine Hearing on Limited Data Sets
In this contribution we investigate how input and target representations interplay with the amount of available training data in a music information retrieval setting.
On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problems
In two supervised learning problems, clinical image segmentation and music information classification, the application of our proposed augmented target loss functions increase the accuracy.
Gabor frames and deep scattering networks in audio processing
By using a simple signal model for audio signals specific properties of Gabor scattering are studied.
