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xdcesc's Projects

libfacedetection icon libfacedetection

An open source library for face detection in images. The face detection speed can reach 1000FPS.

libfi icon libfi

Fixed-Point Library for C++

linear-attention-recurrent-neural-network icon linear-attention-recurrent-neural-network

A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN.

liquid-dsp icon liquid-dsp

digital signal processing library for software-defined radios

liquid-fpm icon liquid-fpm

fixed-point math library for embedded signal processing

lstm-rnn icon lstm-rnn

Portal of Johannes and Felix's RNN implementation and further modifications for ASR

lstms.pth icon lstms.pth

PyTorch implementations of LSTM Variants (Dropout + Layer Norm)

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

masp icon masp

Microphone Array Speech Processing

masr icon masr

中文语音识别,提供预训练模型,高识别率 Chinese Speech Recognition; Mandarin Automatic Speech Recognition;

massive-mimo-myths icon massive-mimo-myths

Simulation code for “Massive MIMO: Ten Myths and One Critical Question” by Emil Björnson, Erik G. Larsson, Thomas L. Marzetta, IEEE Communications Magazine, vol. 54, no. 2, pp. 114-123, February 2016

massivemimobook icon massivemimobook

Book PDF and simulation code for the monograph "Massive MIMO Networks: Spectral, Energy, and Hardware Efficiency" by Emil Björnson, Jakob Hoydis and Luca Sanguinetti, published in Foundations and Trends in Signal Processing, 2017.

matlab-ofdm-tx-rx_flow icon matlab-ofdm-tx-rx_flow

Simple OFDM flow - TX/RX - using RayleighChannel and AWGN with channel estimation based on pilots subcarriers

matlab-save-figure icon matlab-save-figure

Cross-platform figure export from Matlab to SVG, PDF, PNG, etc. preserving transparency

matlab-tree icon matlab-tree

A MATLAB class to represent the tree data structure.

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