Popular GitHub Repositories for Beamforming

A collection of resources to make a smart speaker

Tools for Speech Enhancement integrated with Kaldi

The SpeechBrain project aims to build a novel speech toolkit fully based on PyTorch. With SpeechBrain users can easily create speech processing systems, ranging from speech recognition (both HMM/DNN and end-to-end), speaker recognition, speech enhancement, speech separation, multi-microphone speech processing, and many others.

simple delaysum, MVDR and CGMM-MVDR

Control adaptive filters with neural networks.

Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning

? ML-based positioning method from mmWave transmissions - with high accuracy and energy efficiency

Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning Under the Phase-Dependent Amplitude Model

speech-enhacement

Code repository for the 2023 MICCAI Paper "Differentiable Beamforming for Ultrasound Autofocusing"

Scripts for the "ITU-ML5G-PS-006: ML5G-PHY-Reinforcement learning: scheduling and resource allocation"

PrecoderNet: Hybrid Beamforming for Millimeter Wave Systems with Deep Reinforcement Learning

Optimization of Transmit Beamforming based on Unsupervised Learning With Channel Covariances for MISO Downlink Assisted by Reconfigurable Intelligent Surfaces

This project uses Acoular to implement an acoustic camera for the miniDSP UMA-16 microphone array, with optional integration of transformer model results for enhanced audio analysis.

Neural network approach to adaptive beam forming for future ITS