sumansamui
Machine Learning and Deep Learning Researcher (Audio and Speech Processing)
NITD | Idiap Research Institute | IIT Kharagpur
Pinned Repositories
Auditory_model_based_MMSE_estimator
A denoising algorithm/ Speech Enhancement method
EC9032_FPGA_DESIGN
All code and slides related to FPGA course
EC9036_ASIC_DESIGN_USING_HDL
This repo contains all the documents related to EC9036 course at NIT Durgapur
ECE715_Machine_Learning
This repository contains all the content related to the machine learning course (ECE715) conducted at Dept. of ECE, NIT Durgapur
EMG_Signal_Classification
This is an on-going project repository
IndiaAI_CyberGuard_AI_Hackathon
This repository contains all the codes and details of our implementation related to IndiaAI CyberGuard AI Hackathon which is IndiaAI Application Development Initiative (IADI).
KWS
Deep Learning based Keyword Spotting System
Machine_Learning_Course
A repository for a Machine Learning Course
Small-footprint-keyword-spotting
Utterance_to_Words_Splitting
This project develops a new keyword database (containing audio files with a single word in it) from a standard speech corpus. So, the python scripts (in this repository) take a speech corpus (e.g. LibriSpeech) and decompose the original audio files (containing utterances) into audio files (each containing a single word).
sumansamui's Repositories
sumansamui/EMG_Signal_Classification
This is an on-going project repository
sumansamui/Auditory_model_based_MMSE_estimator
A denoising algorithm/ Speech Enhancement method
sumansamui/ECE715_Machine_Learning
This repository contains all the content related to the machine learning course (ECE715) conducted at Dept. of ECE, NIT Durgapur
sumansamui/Utterance_to_Words_Splitting
This project develops a new keyword database (containing audio files with a single word in it) from a standard speech corpus. So, the python scripts (in this repository) take a speech corpus (e.g. LibriSpeech) and decompose the original audio files (containing utterances) into audio files (each containing a single word).
sumansamui/EC9036_ASIC_DESIGN_USING_HDL
This repo contains all the documents related to EC9036 course at NIT Durgapur
sumansamui/Small-footprint-keyword-spotting
sumansamui/EC9032_FPGA_DESIGN
All code and slides related to FPGA course
sumansamui/IndiaAI_CyberGuard_AI_Hackathon
This repository contains all the codes and details of our implementation related to IndiaAI CyberGuard AI Hackathon which is IndiaAI Application Development Initiative (IADI).
sumansamui/KWS
Deep Learning based Keyword Spotting System
sumansamui/Machine_Learning_Course
A repository for a Machine Learning Course
sumansamui/tinyML_projects
A tutorial on KWS
sumansamui/VLSI_architechture_2D_Convolution
Codes related to VLSI Architecture of High Throughput Processing Unit for Efficiently Executing 2D Convolution
sumansamui/Audio_feature_extraction
It is a guideline for extracting features from audio files
sumansamui/CNN_models_Keras_Tensorflow
A basic tutorial on CNN with FASHION MNIST data
sumansamui/DNN_Image_Classifier_TF_Keras_model
A basic tutorial on building an image classifier using Keras Sequential API
sumansamui/SOTA_Speaker_Diarization_models
This repository contains all the inferencing codes for evaluation of various Speaker Diarization Framework
sumansamui/Speech_Enhancement_Algorithms
Speech enhancement based on signal processing algorithms