Direction of Arrival Estimation

2 papers with code • 1 benchmarks • 1 datasets

Estimating the direction-of-arrival (DOA) of a sound source from multi-channel recordings.

Datasets


Greatest papers with code

Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural Networks

RoyJames/doa-release 17 Apr 2019

We present a novel learning-based approach to estimate the direction-of-arrival (DOA) of a sound source using a convolutional recurrent neural network (CRNN) trained via regression on synthetic data and Cartesian labels.

 Ranked #1 on Direction of Arrival Estimation on SOFA (using extra training data)

Direction of Arrival Estimation General Classification

Refinement of Direction of Arrival Estimators by Majorization-Minimization Optimization on the Array Manifold

fakufaku/doamm 2 Jun 2021

We propose a generalized formulation of direction of arrival estimation that includes many existing methods such as steered response power, subspace, coherent and incoherent, as well as speech sparsity-based methods.

Direction of Arrival Estimation