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audio_feature_extraction

It is a guideline for extracting features from audio files

auditory_model_based_mmse_estimator

A denoising algorithm/ Speech Enhancement method

cnn_models_keras_tensorflow

A basic tutorial on CNN with FASHION MNIST data

dnn_image_classifier_tf_keras_model

A basic tutorial on building an image classifier using Keras Sequential API

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

kws

Deep Learning based Keyword Spotting System

machine_learning_course

A repository for a Machine Learning Course

small-footprint-keyword-spotting

sota_speaker_diarization_models

This repository contains all the inferencing codes for evaluation of various Speaker Diarization Framework

speech_enhancement_algorithms

Speech enhancement based on signal processing algorithms

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).

vlsi_architechture_2d_convolution

Codes related to VLSI Architecture of High Throughput Processing Unit for Efficiently Executing 2D Convolution