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02/01/2022
Differentiable Digital Signal Processing Mixture Model for Synthesis Parameter Extraction from Mixture of Harmonic Sounds
A differentiable digital signal processing (DDSP) autoencoder is a music...
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09/02/2021
Multichannel Audio Source Separation with Independent Deeply Learned Matrix Analysis Using Product of Source Models
Independent deeply learned matrix analysis (IDLMA) is one of the state-o...
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09/01/2021
Prior Distribution Design for Music Bleeding-Sound Reduction Based on Nonnegative Matrix Factorization
When we place microphones close to a sound source near other sources in ...
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06/07/2021
Empirical Bayesian Independent Deeply Learned Matrix Analysis For Multichannel Audio Source Separation
Independent deeply learned matrix analysis (IDLMA) is one of the state-o...
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06/30/2020
Joint-Diagonalizability-Constrained Multichannel Nonnegative Matrix Factorization Based on Multivariate Complex Sub-Gaussian Distribution
In this paper, we address a statistical model extension of multichannel ...
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02/03/2020
Regularized Fast Multichannel Nonnegative Matrix Factorization with ILRMA-based Prior Distribution of Joint-Diagonalization Process
In this paper, we address a convolutive blind source separation (BSS) pr...
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06/15/2018
Monaural source enhancement maximizing source-to-distortion ratio via automatic differentiation
Recently, deep neural network (DNN) has made a breakthrough in monaural ...
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10/04/2017