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Direction of Arrival Estimation

1 papers with code · Audio

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

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

17 Apr 2019RoyJames/doa-release

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.

 SOTA for Direction of Arrival Estimation on SOFA (using extra training data)

DIRECTION OF ARRIVAL ESTIMATION