SOTAVerified

Direction of Arrival Estimation

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

Papers

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Showing 76–94 of 94 papers

TitleStatusHype
TASK3 DCASE2021 Challenge: Sound event localization and detection using squeeze-excitation residual CNNs—0
Warping of Radar Data into Camera Image for Cross-Modal Supervision in Automotive Applications—0
Neural Network-Based Intelligent Reflecting Surface Assisted Direction of Arrival Estimation under Non-Line-of-Sight Scenario—0
A Bayesian Compressed Sensing Kalman Filter for Direction of Arrival Estimation—0
A Comparative Study of Invariance-Aware Loss Functions for Deep Learning-based Gridless Direction-of-Arrival Estimation—0
Adaptive Bayesian Beamforming for Imaging by Marginalizing the Speed of Sound—0
A deep learning approach for direction of arrival estimation using automotive-grade ultrasonic sensors—0
A Machine Learning Approach to DoA Estimation and Model Order Selection for Antenna Arrays with Subarray Sampling—0
Ambiguities in Direction-of-Arrival Estimation with Linear Arrays—0
An Adaptive CM Array Preconditioner for Blind Multi-User Separation—0
A Root Extension to the Propagator Algorithm for Direction of Arrival Estimation—0
A Sequence Matching Network for Polyphonic Sound Event Localization and Detection—0
Assisted RTF-Vector-Based Binaural Direction of Arrival Estimation Exploiting a Calibrated External Microphone Array—0
A Study of the Complexity and Accuracy of Direction of Arrival Estimation Methods Based on GCC-PHAT for a Pair of Close Microphones—0
Barankin-Type Bound for Constrained Parameter Estimation—0
Blind Capon Beamformer Based on Independent Component Extraction: Single-Parameter Algorithm,—0
Blind Direction-of-Arrival Estimation in Acoustic Vector-Sensor Arrays via Tensor Decomposition and Kullback-Leibler Divergence Covariance Fitting—0
ChainNet: Neural Network-Based Successive Spectral Analysis—0
Coherence-Based Frequency Subset Selection For Binaural RTF-Vector-Based Direction of Arrival Estimation for Multiple Speakers—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1reg-cartesianAngular Error9.68—Unverified