Md Shamim Hussain's repositories
egt_pytorch
Edge-Augmented Graph Transformer
speech_dereverbaration_using_lp_residual
This is a single channel speech dereverberation method based on DOI: 10.1109/TSA.2005.858066; implemented in MATLAB
musan_investigation_cnn_rnn
Evaluation of the classification performance (Speech, Music, and Noise) of 1D (WaveNet) and 2D (MobileNet) CNN and RNN (GRU) on the MUSAN corpus.
ask_psk_modem
Simulation of ASK (Amplitude Shift Keying) and PSK (Phase Shift Keying) modulation and demodulation in Labcenter Proteus.
async_admm_consensus
Asynchronous ADMM for Consensus Optimization
graphene_bulk_nanoribbon_tightbinding
Nearest neighbor tight-binding estimation of band structures of bulk and nano-ribbon (Armchair and Zigzag) graphene.
kronig_penney
Band diagrams of a simple 1D crystal obtained from Kronig-Penney model
audioset_speech_music_noise
Assigning Speech Music and Noise Labels to Audioset
parallel-apriori-with-cuda-and-mpi
A Parallel Implementation of The Apriori Algorithm on AiMOS Supercomputer Using CUDA and MPI
4x_superresolution_cnn
Investigation in 4x Super-resolution by Deep Convolutional Neural Networks
audioset_coarse_grained_classification
Coarse Grained Classification of the Audioset Dataset into Speech, Music and Noise Classes
fpga_fft_spectrum_analyzer
This project implements the fft algorithm on the Spartan 3E FPGA (Papillio One Platform) which in turn is used as a spectrum analyzer with some added hardware (e.g. ADC).
generative_neural_networks
Investigation into Generative Neural Networks.
model_parameter_estimation_sgd
Determination the poles of Auto-Regressive Systems in Noise and poles and zeros of Auto-Regressive Moving Average system by SGD in Frequency Domain.
newton_raphson_real_roots
Solution of higher order polynomial equation for real roots and determination of their multiplicities by the Newton-Raphson method.
rbm-pytorch
An Implementation of Restricted Boltzmann Machine with Pytorch
conditional_vae
A Simple Conditional Variation Autoencoder
Graphormer
This is the official implementation for "Do Transformers Really Perform Bad for Graph Representation?".
shamim-hussain.github.io
My Personal Website
Transformer-M
Fork of One Transformer Can Understand Both 2D & 3D Molecular Data