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Unsupervised harmonic parameter estimation using differentiable dsp and spectral optimal transport
In neural audio signal processing, pitch conditioning has been used to enhance the
performance of synthesizers. However, jointly training pitch estimators and synthesizers is a …
performance of synthesizers. However, jointly training pitch estimators and synthesizers is a …
Interpolation and extrapolation of Toeplitz matrices via optimal mass transport
In this work, we propose a novel method for quantifying distances between Toeplitz
structured covariance matrices. By exploiting the spectral representation of Toeplitz …
structured covariance matrices. By exploiting the spectral representation of Toeplitz …
Tracking and sensor fusion in direction of arrival estimation using optimal mass transport
In this work, we propose new methods for information fusion and tracking in direction of
arrival (DOA) estimation by utilizing an optimal mass transport framework. Sensor array …
arrival (DOA) estimation by utilizing an optimal mass transport framework. Sensor array …
Estimating inharmonic signals with optimal transport priors
F Elvander - ICASSP 2023-2023 IEEE International Conference …, 2023 - ieeexplore.ieee.org
In this work, we consider the problem of estimating the frequency content of inharmonic
signals, ie, sinusoidal mixtures whose components are close to forming a harmonic set …
signals, ie, sinusoidal mixtures whose components are close to forming a harmonic set …
Audio transport: A generalized portamento via optimal transport
This paper proposes a new method to interpolate between two audio signals. As an
interpolation parameter is changed, the pitches in one signal slide to the pitches in the other …
interpolation parameter is changed, the pitches in one signal slide to the pitches in the other …
Multi-source localization and data association for time-difference of arrival measurements
In this work, we consider the problem of localizing multiple signal sources based on time-
difference of arrival (TDOA) measurements. In the blind setting, in which the source signals …
difference of arrival (TDOA) measurements. In the blind setting, in which the source signals …
Convex clustering for multistatic active sensing via optimal mass transport
In multistatic active sensing, such as active sonar, exploiting the spatial diversity provided by
the use of several transmitting and receiving units can lead to increased resolution and …
the use of several transmitting and receiving units can lead to increased resolution and …
On harmonic approximations of inharmonic signals
In this work, we present the misspecified Gaussian Cramér-Rao lower bound for the
parameters of a harmonic signal, or pitch, when signal measurements are collected from an …
parameters of a harmonic signal, or pitch, when signal measurements are collected from an …
Offline noise reduction using optimal mass transport induced covariance interpolation
In this work, we propose to utilize a recently developed covariance matrix interpolation
technique in order to improve noise reduction in multi-microphone setups in the presence of …
technique in order to improve noise reduction in multi-microphone setups in the presence of …
Audio signal interpolation using optimal transportation of spectrograms
We present a novel approach for generating an artificial audio signal that interpolates
between given source and target sounds. Our approach relies on the computation of …
between given source and target sounds. Our approach relies on the computation of …