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 1–50 of 94 papers

TitleStatusHype
Differentiable Tracking-Based Training of Deep Learning Sound Source LocalizersCode1
Direct and Residual Subspace Decomposition of Spatial Room Impulse ResponsesCode1
PSELDNets: Pre-trained Neural Networks on Large-scale Synthetic Datasets for Sound Event Localization and DetectionCode1
DCASE 2021 Task 3: Spectrotemporally-aligned Features for Polyphonic Sound Event Localization and DetectionCode1
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNsCode1
Refinement of Direction of Arrival Estimators by Majorization-Minimization Optimization on the Array ManifoldCode1
Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation ChainsCode1
AD-YOLO: You Look Only Once in Training Multiple Sound Event Localization and DetectionCode1
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and DetectionCode1
On Interference-Rejection Using Riemannian Geometry for Direction of Arrival EstimationCode1
What Makes Sound Event Localization and Detection Difficult? Insights from Error AnalysisCode1
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
Comparison of Binaural RTF-Vector-Based Direction of Arrival Estimation Methods Exploiting an External Microphone—0
Comparison of Frequency-Fusion Mechanisms for Binaural Direction-of-Arrival Estimation for Multiple Speakers—0
Completing Sets of Prototype Transfer Functions for Subspace-based Direction of Arrival Estimation of Multiple Speakers—0
Compressed Sensing Constant Modulus Constrained Projection Matrix Design and High-Resolution DoA Estimation Methods—0
CSI Clustering with Variational Autoencoding—0
Deep Learning for DOA Estimation in MIMO Radar Systems via Emulation of Large Antenna Arrays—0
Deep Networks for Direction-of-Arrival Estimation in Low SNR—0
Direction of Arrival Estimation and Phase-Correction for Non-Coherent Sub-Arrays: A Convex Optimization Approach—0
Direction of Arrival Estimation for a Vector Sensor Using Deep Neural Networks—0
Direction-of-Arrival Estimation for Constant Modulus Signals Using a Structured Matrix Recovery Technique—0
Direction of arrival estimation for multiple sound sources using convolutional recurrent neural network—0
Direction of Arrival Estimation for Non-Coherent Sub-Arrays via Joint Sparse and Low-Rank Signal Recovery—0
Direction of Arrival Estimation of Noisy Speech Using Convolutional Recurrent Neural Networks with Higher-Order Ambisonics Signals—0
Direction of Arrival Estimation Using Microphone Array Processing for Moving Humanoid Robots—0
Direction-of-arrival estimation with conventional co-prime arrays using deep learning-based probablistic Bayesian neural networks—0
Direction of Arrival Estimation with Sparse Subarrays—0
Exploiting an External Microphone for Binaural RTF-Vector-Based Direction of Arrival Estimation for Multiple Speakers—0
Exploring the Potential of Data-Driven Spatial Audio Enhancement Using a Single-Channel Model—0
First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival Estimation—0
Fully Bayesian Wideband Direction-of-Arrival Estimation and Detection via RJMCMC—0
Graph Attention Network Based Single-Pixel Compressive Direction of Arrival Estimation—0
Grid-less Variational Direction of Arrival Estimation in Heteroscedastic Noise Environment—0
Improved direction of arrival estimations with a wearable microphone array for dynamic environments by reliability weighting—0
Improving trajectory localization accuracy via direction-of-arrival derivative estimation—0
Indoor Sound Source Localization with Probabilistic Neural Network—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
Maximum Likelihood-based Gridless DoA Estimation Using Structured Covariance Matrix Recovery and SBL with Grid Refinement—0
MCRB for Parameter Estimation from One-Bit Quantized and Oversampled Measurements—0
Minimum Norm Method for Linear and Planar Sparse Arrays—0
Mixed-Spectrum Signals -- Discrete Approximations and Variance Expressions for Covariance Estimates—0
Modelling Aspects of Planar Multi-Mode Antennas for Direction-of-Arrival Estimation—0
Multiobjective Bilevel Evolutionary Approach for Off-Grid Direction-of-Arrival Estimation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1reg-cartesianAngular Error9.68—Unverified