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
Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation ChainsCode1
On Interference-Rejection Using Riemannian Geometry for Direction of Arrival EstimationCode1
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and DetectionCode1
What Makes Sound Event Localization and Detection Difficult? Insights from Error AnalysisCode1
Direct and Residual Subspace Decomposition of Spatial Room Impulse ResponsesCode1
Differentiable Tracking-Based Training of Deep Learning Sound Source LocalizersCode1
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNsCode1
Refinement of Direction of Arrival Estimators by Majorization-Minimization Optimization on the Array ManifoldCode1
DCASE 2021 Task 3: Spectrotemporally-aligned Features for Polyphonic Sound Event Localization and DetectionCode1
AD-YOLO: You Look Only Once in Training Multiple Sound Event Localization and DetectionCode1
PSELDNets: Pre-trained Neural Networks on Large-scale Synthetic Datasets for Sound Event Localization and DetectionCode1
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
Blind Capon Beamformer Based on Independent Component Extraction: Single-Parameter Algorithm,—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
Completing Sets of Prototype Transfer Functions for Subspace-based Direction of Arrival Estimation of Multiple Speakers—0
A Sequence Matching Network for Polyphonic Sound Event Localization and Detection—0
Comparison of Frequency-Fusion Mechanisms for Binaural Direction-of-Arrival Estimation for Multiple Speakers—0
Compressed Sensing Constant Modulus Constrained Projection Matrix Design and High-Resolution DoA Estimation Methods—0
Comparison of Binaural RTF-Vector-Based Direction of Arrival Estimation Methods Exploiting an External Microphone—0
A Root Extension to the Propagator Algorithm for Direction of Arrival Estimation—0
A deep learning approach for direction of arrival estimation using automotive-grade ultrasonic sensors—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1reg-cartesianAngular Error9.68—Unverified