Posts

A Comparative Analysis on Speech Emotion Recognition

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This is my final year thesis project. In this project, I tried to show a comparative analysis on speech emotion recognition. Here, We worked on IEMOCAP dataset which was realized by the University of Southern California .  The dataset has three types of data: text, audio,  and video.  We worked on the only text and audio dataset.  The abstract part is given below. Abstract —   Recently, speech recognition has been one of the most necessary domains in machine learning and deep learning. People tend to order a machine by speech more comfortably and so this field has emerged to fulfill this necessity. In this paper, we proceed towards a feature engineering-based approach for detecting emotion in speech domain. Handcrafted features from multiple audio files are inclined to feed into learning models Features extracted from text domain are also included for resolving ambiguity. We follow both machine learning and deep learning-based approach where extracted fe...
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Android Mobile Application

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The application is designed for CSE Software Engineering Course Project. The app generates a dic file of words by taking input word/phrase/related links of resources.  Example:  In the Bengali language,  we have many words that don't change in the English language. Those words in Microsoft Word identifies that non-dictionary word. So my project is to create an application that whenever a user can recall words, just then he put the words in his application. Then generating dic file and using that file in Ms Word won't show non-dictionary word.  Tools used : RoomDB, Firebase, Material Design. GitHub :  https://github.com/Imtiajul/App-Personalized-Multitionary
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Street Lights that Glow on Detecting Vehicle Movement and Track, Count Vehicle using Arduino

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The project is about the circuit that tracks, counts vehicle and switches the street lights on detecting vehicle movement and remains off after passing object. This system controls the street lights using Arduino, IR sensor and Led light. Youtube :  https://youtu.be/wmOXKTSF_ac Components used: 1. Arduino Uno: 1 2. IR Array Module: 1(4) 3. Single IR Module: 1 4. Bread Board: 1 5. 10 Led Light (1 IR = 2 Led) 6. Wire (Male, Female) Other Stuff: 1. Car 2. Board 3. Glue Gun 4. Paper(Black, Yellow, White)
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A predictive model for identifying song test

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A predictive model for identifying song test by using Python, Machine Learning. We have datasets of a user that what king of songs he/she chose to hear. Based on these we train datasets into a different machine learning algorithm. The model predicts songs that he/she chose those songs or not.    GitHub :  https://github.com/Imtiajul/Data-Mining-Predictive-Model-of-Song-Test
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WordPress A Learning Blogsite

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Here, I have developed a WordPress Learning Blog site from scratch. The purpose of making this is to learn WordPress, plugin, and blog site. The site is still in upgradation phase. Website:  http://www.mywpsitebd.ml
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Web Development: Material Share

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The website is built under CSE480 project at East West University. The project is built in intent to helps the student by sharing their academic additional, unused material with other students. Components:   HTML5, CSS, PHP, MySQL, JavaScript, jQuery, and Ajax GitHub :  https://github.com/Imtiajul/Material-Share- Website :  http://www.myimisite.ml
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PSD to HTML

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I have developed an Html index page from a Premium PSD file for learning and practicing purpose.  Components:   HTML5, CSS3, Bootstrap, jQuery, Bxslider. GitHub :  https://github.com/Imtiajul/Premium-PSD-to-HTML
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