canbeNb's starred repositories
music-algorithm-for-doa-estimation
Estimating direction of arrival (DOA) from data collected by sensor arrays using music algorithm.
sound-source-localization-algorithm_DOA_estimation
关于语音信号声源定位DOA估计所用的一些传统算法
WebRTCVAD_Wrapper
A simple Python wrapper to simplify working with WebRTC VAD and its rougher analogue based on RMS and ZCR (useful for processing audio recordings before using them with neural networks).
locata_wrapper
Python code for LOCATA Challenge
WSCM-MUSIC
Weighted Spatial Covariance Matrix Estimation for MUSIC based TDOA Estimation of Speech Source
speechFeatures
语音处理，声源定位中的一些基本特征
ant-learn-pandas
pandas学习课程代码仓库
ENVIRONMENTAL-SOUND-CLASSIFICATION
Environmental sound classification is the preprocessing and the classification of the sounds obtained from the everyday environment. It is a crucial method to interpret the sound signals and use them in various applications. Our dataset includes a total of 2000 samples labeled under 50 specific types. To overcome this challenge, we tried various machine learning and deep learning methods such as CNN and CRNN. I also tried to augment the amount to data to provide more data to our model obtain higher performance from our models.
Sound-Source-Localization
Sound Localization project, originally from Arief Ramdhan's Jakarta Machine Learning Talk with some adjustment. The goal is to Build MLP and CNN networks for Sound Source Localization.
CNN_SoundLocalization
Convolutional neural network models of sound localization
GCC-PHAT-SSL
MATLAB Simulation Framework For Basic Sound Source Localization Using the GCC PHAT Algorithm
masterarbeit
Simultaneous Localization and Classification of Environmental Sounds Using Deep Learning
Discriminative-Sounding-Objects-Localization
Code for Discriminative Sounding Objects Localization (NeurIPS 2020)
Multi-Source-Sound-Localization
This repo aims to perform sound localization in complex audiovisual scenes, where there multiple objects making sounds.
doa-release
A Direction-of-Arrival estimation code repo accompanying our research paper.
Sound-Source-Localization
GCC-Phat and grid search in cubical microphone array.
Sound_Localization_Algorithms
Classical algorithms of sound source localization with beamforming, TDOA and high-resolution spectral estimation.
senior-design-ssl-model
Senior Design Python code for Sound Source Localization with ML model and dataset generator
Sound-Source-Localization-using-ConvLSTM
ConvLSTM is used to localize sound sources from Short Time Fourier Transform of Audio
sound-source-localization
Four neural network architectures to classify sound source direction
3D-Sound-Localization
Quaternion Neural Networks for 3D Sound Source Localization in Reverberant Environments.