A description of "RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization" [NIPS 2024]
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Updated
Oct 12, 2024 - Python
A description of "RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization" [NIPS 2024]
Project for finding beacon location using Angle of Arrival (AoA) signal. The Direction of Arrival estimation is based on the MUltiple SIgnal Classification (MUSIC) algorithm here.
A python implementation of “SRP-DNN: Learning Direct-Path Phase Difference for Multiple Moving Sound Source Localization” [ICASSP 2022]
a undergraduate graduation project on generalized coprime array for DOA estimation
Fast superresolution frequency detection using MUSIC algorithm
A DNN based Normalized Time-frequency Weighted Criterion for Robust Wideband DoA Estimation
A python implementation of “Learning Deep Direct-Path Relative Transfer Function for Binaural Sound Source Localization” [TASLP 2021]
ICASSP 2024: Robust DOA estimation from deep acoustic imaging
DOA etimation algorithms implemented in Python for ULA, UCA and broadband/wideband DOA estimation
A MATLAB implementation of “Multiple Sound Source Counting and Localization Based on TF-Wise Spatial Spectrum Clustering” [TASLP 2019]
Signal space decomposition in MATLAB (MUSIC, Pisarenko, EV, Minimum Norm)
Binarized Neural Network DoA estimation
Lite Package for Room Impulse Response
A tool to visualize DCASE format SELD labels and predictions
DOA: locating the sound source by a microphone array based on MUSIC algorithm
This project was part of the course Topics in Antennas – Antennas Synthesis (ECE Department, AUTH, 8th semester).
Code for Paper "Gridless Evolutionary Approach for Line Spectral Estimation With Unknown Model Order"
Subspace Representation Learning for Sparse Linear Arrays to Localize More Sources than Sensors: A Deep Learning Methodology
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