SOTAVerified

Direction of Arrival Estimation

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 94 papers

TitleStatusHype
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and DetectionCode1
AD-YOLO: You Look Only Once in Training Multiple Sound Event Localization and DetectionCode1
What Makes Sound Event Localization and Detection Difficult? Insights from Error AnalysisCode1
Differentiable Tracking-Based Training of Deep Learning Sound Source LocalizersCode1
On Interference-Rejection Using Riemannian Geometry for Direction of Arrival EstimationCode1
Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation ChainsCode1
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNsCode1
Refinement of Direction of Arrival Estimators by Majorization-Minimization Optimization on the Array ManifoldCode1
PSELDNets: Pre-trained Neural Networks on Large-scale Synthetic Datasets for Sound Event Localization and DetectionCode1
Direct and Residual Subspace Decomposition of Spatial Room Impulse ResponsesCode1
DCASE 2021 Task 3: Spectrotemporally-aligned Features for Polyphonic Sound Event Localization and DetectionCode1
Reverberation-based Features for Sound Event Localization and Detection with Distance EstimationCode0
Toeplitz-Hermitian ADMM-Net for DoA EstimationCode0
T-Rex: Fitting a Robust Factor Model via Expectation-MaximizationCode0
Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural NetworksCode0
V-Shaped Sparse Arrays For 2-D DOA EstimationCode0
Circulant ADMM-Net for Fast High-resolution DoA EstimationCode0
Blind Capon Beamformer Based on Independent Component Extraction: Single-Parameter Algorithm,—0
Barankin-Type Bound for Constrained Parameter Estimation—0
A Machine Learning Approach to DoA Estimation and Model Order Selection for Antenna Arrays with Subarray Sampling—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
CSI Clustering with Variational Autoencoding—0
Assisted RTF-Vector-Based Binaural Direction of Arrival Estimation Exploiting a Calibrated External Microphone Array—0
A Comparative Study of Invariance-Aware Loss Functions for Deep Learning-based Gridless Direction-of-Arrival Estimation—0
Compressed Sensing Constant Modulus Constrained Projection Matrix Design and High-Resolution DoA Estimation Methods—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1reg-cartesianAngular Error9.68—Unverified