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Direction of Arrival Estimation

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

Papers

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Showing 51–94 of 94 papers

TitleStatusHype
Sound Source Detection from Raw Waveforms with Multi-Scale Synperiodic Filterbanks—0
Graph Attention Network Based Single-Pixel Compressive Direction of Arrival Estimation—0
Spectrum Shaping For Multiple Link Discovery in 6G THz Systems—0
TASK3 DCASE2021 Challenge: Sound event localization and detection using squeeze-excitation residual CNNs—0
Resource Constrained Neural Networks for 5G Direction-of-Arrival Estimation in Micro-controllers—0
What Makes Sound Event Localization and Detection Difficult? Insights from Error AnalysisCode1
DCASE 2021 Task 3: Spectrotemporally-aligned Features for Polyphonic Sound Event Localization and DetectionCode1
Mixed-Spectrum Signals -- Discrete Approximations and Variance Expressions for Covariance Estimates—0
Multiobjective Bilevel Evolutionary Approach for Off-Grid Direction-of-Arrival Estimation—0
Minimum Norm Method for Linear and Planar Sparse Arrays—0
Refinement of Direction of Arrival Estimators by Majorization-Minimization Optimization on the Array ManifoldCode1
Study of List-Based OMP and an Enhanced Model for Direction Finding with Non-Uniform Arrays—0
ChainNet: Neural Network-Based Successive Spectral Analysis—0
Comparison of Binaural RTF-Vector-Based Direction of Arrival Estimation Methods Exploiting an External Microphone—0
Super-resolution Method for Coherent DOA Estimation of Multiple Wideband Sources—0
Direction of Arrival Estimation of Noisy Speech Using Convolutional Recurrent Neural Networks with Higher-Order Ambisonics Signals—0
Warping of Radar Data into Camera Image for Cross-Modal Supervision in Automotive Applications—0
Deep Networks for Direction-of-Arrival Estimation in Low SNR—0
Direction of Arrival Estimation for Non-Coherent Sub-Arrays via Joint Sparse and Low-Rank Signal Recovery—0
Partial Discharge Direction of Arrival Estimation in Air-insulated Substation by UHF Wireless Array and RSSI Maximum Likelihood Estimator—0
A Machine Learning Approach to DoA Estimation and Model Order Selection for Antenna Arrays with Subarray Sampling—0
On Multitask Loss Function for Audio Event Detection and Localization—0
Structured Autocorrelation Matrix Estimation for Coprime Arrays—0
Reconfigurable and Intelligent Ultra-Wideband Angular Sensing: Prototype Design and Validation—0
Deep Learning for DOA Estimation in MIMO Radar Systems via Emulation of Large Antenna Arrays—0
Blind Direction-of-Arrival Estimation in Acoustic Vector-Sensor Arrays via Tensor Decomposition and Kullback-Leibler Divergence Covariance Fitting—0
Sparse Array Selection Across Arbitrary Sensor Geometries with Deep Transfer Learning—0
Direction of Arrival Estimation for a Vector Sensor Using Deep Neural Networks—0
A Sequence Matching Network for Polyphonic Sound Event Localization and Detection—0
Multiple Angles of Arrival Estimation using Neural Networks—0
Grid-less Variational Direction of Arrival Estimation in Heteroscedastic Noise Environment—0
V-Shaped Sparse Arrays For 2-D DOA EstimationCode0
First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival Estimation—0
Modelling Aspects of Planar Multi-Mode Antennas for Direction-of-Arrival Estimation—0
Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural NetworksCode0
On the Potential of Multi-Mode Antennas for Direction-of-Arrival Estimation—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
An Adaptive CM Array Preconditioner for Blind Multi-User Separation—0
Sparse Sensing with Semi-Coprime Arrays—0
SVA Based Beamforming—0
Indoor Sound Source Localization with Probabilistic Neural Network—0
Direction of arrival estimation for multiple sound sources using convolutional recurrent neural network—0
A Bayesian Compressed Sensing Kalman Filter for Direction of Arrival Estimation—0
Some Options for L1-Subspace Signal Processing—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1reg-cartesianAngular Error9.68—Unverified