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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 1–50 of 94 papers

TitleStatusHype
PSELDNets: Pre-trained Neural Networks on Large-scale Synthetic Datasets for Sound Event Localization and DetectionCode1
AD-YOLO: You Look Only Once in Training Multiple Sound Event Localization and DetectionCode1
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
Direct and Residual Subspace Decomposition of Spatial Room Impulse ResponsesCode1
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNsCode1
Differentiable Tracking-Based Training of Deep Learning Sound Source LocalizersCode1
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
DCASE 2021 Task 3: Spectrotemporally-aligned Features for Polyphonic Sound Event Localization and DetectionCode1
Refinement of Direction of Arrival Estimators by Majorization-Minimization Optimization on the Array ManifoldCode1
Teaching Physical Awareness to LLMs through Sounds—0
T-Rex: Fitting a Robust Factor Model via Expectation-MaximizationCode0
Reverberation-based Features for Sound Event Localization and Detection with Distance EstimationCode0
System Concept and Demonstration of Bistatic MIMO-OFDM-based ISAC—0
MCRB for Parameter Estimation from One-Bit Quantized and Oversampled Measurements—0
A Comparative Study of Invariance-Aware Loss Functions for Deep Learning-based Gridless Direction-of-Arrival Estimation—0
Circulant ADMM-Net for Fast High-resolution DoA EstimationCode0
Toeplitz-Hermitian ADMM-Net for DoA EstimationCode0
Blind Capon Beamformer Based on Independent Component Extraction: Single-Parameter Algorithm,—0
A Root Extension to the Propagator Algorithm for Direction of Arrival Estimation—0
Completing Sets of Prototype Transfer Functions for Subspace-based Direction of Arrival Estimation of Multiple Speakers—0
Fully Bayesian Wideband Direction-of-Arrival Estimation and Detection via RJMCMC—0
Improved direction of arrival estimations with a wearable microphone array for dynamic environments by reliability weighting—0
Steered Response Power-Based Direction-of-Arrival Estimation Exploiting an Auxiliary Microphone—0
Direction of Arrival Estimation with Sparse Subarrays—0
Neural Network-Based Intelligent Reflecting Surface Assisted Direction of Arrival Estimation under Non-Line-of-Sight Scenario—0
Exploring the Potential of Data-Driven Spatial Audio Enhancement Using a Single-Channel Model—0
Real-Valued 2-D Direction of Arrival Estimation via Sparse Representation—0
Riemannian Covariance Fitting for Direction-of-Arrival Estimation—0
Comparison of Frequency-Fusion Mechanisms for Binaural Direction-of-Arrival Estimation for Multiple Speakers—0
Direction of Arrival Estimation Using Microphone Array Processing for Moving Humanoid Robots—0
Joint DOA estimation and distorted sensor detection under entangled low-rank and row-sparse constraints—0
Maximum A Posteriori Direction-of-Arrival Estimation via Mixed-Integer Semidefinite Programming—0
Direction-of-arrival estimation with conventional co-prime arrays using deep learning-based probablistic Bayesian neural networks—0
Direction-of-Arrival Estimation for Constant Modulus Signals Using a Structured Matrix Recovery Technique—0
Exploiting an External Microphone for Binaural RTF-Vector-Based Direction of Arrival Estimation for Multiple Speakers—0
Barankin-Type Bound for Constrained Parameter Estimation—0
One-Bit Covariance Reconstruction with Non-zero Thresholds: Algorithm and Performance Analysis—0
Robust Direction-of-Arrival Estimation using Array Feedback Beamforming in Low SNR Scenarios—0
Improving trajectory localization accuracy via direction-of-arrival derivative estimation—0
Adaptive Bayesian Beamforming for Imaging by Marginalizing the Speed of Sound—0
Assisted RTF-Vector-Based Binaural Direction of Arrival Estimation Exploiting a Calibrated External Microphone Array—0
Maximum Likelihood-based Gridless DoA Estimation Using Structured Covariance Matrix Recovery and SBL with Grid Refinement—0
Coherence-Based Frequency Subset Selection For Binaural RTF-Vector-Based Direction of Arrival Estimation for Multiple Speakers—0
Nearly optimal resolution estimate for the two-dimensional super-resolution and a new algorithm for direction of arrival estimation with uniform rectangular array—0
A deep learning approach for direction of arrival estimation using automotive-grade ultrasonic sensors—0
Direction of Arrival Estimation and Phase-Correction for Non-Coherent Sub-Arrays: A Convex Optimization Approach—0
Signal-Aware Direction-of-Arrival Estimation Using Attention Mechanisms—0
Off-Grid Direction-of-Arrival Estimation Using Second-Order Taylor Approximation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1reg-cartesianAngular Error9.68—Unverified