Speech emotion detection using supervised, unsupervised and feature selection algorithms

Speech emotion detection using supervised, unsupervised and feature selection algorithms

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2019.

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Rifat, Abu Nuraiya Mahfuza Yesmin, Biswas, Aditi, Chowdhury, Nadia Farhin
مؤلفون آخرون:	Uddin, Jia
التنسيق:	أطروحة
اللغة:	English
منشور في:	BRAC University 2019
الموضوعات:	SER MFCC Random forest Gradient boosting SVM CNN RFE P-Value PCA Supervised learning (Machine learning)
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/12287

مواد مشابهة

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
بواسطة: Arafat, Sheikh Mohammad, وآخرون
منشور في: (2021)

Stock market prediction using ensemble learning
بواسطة: Rabbani, Rakin Bin, وآخرون
منشور في: (2021)

Prediction of bipolar disorder from mental episodes using machine learning approach
بواسطة: Tasmeem, Sumaiya, وآخرون
منشور في: (2023)

Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
بواسطة: Nirjhor, S M Mahsanul Islam, وآخرون
منشور في: (2019)

Prediction and detection in change of cognitive load for VIP’s by a machine learning approach
بواسطة: Rahman, Fahim, وآخرون
منشور في: (2021)

Prediction of earthquakes: a step towards predicting the unpredictable
بواسطة: Chowdhury, Maheen, وآخرون
منشور في: (2023)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
بواسطة: Turjo, Aquib Abtahi, وآخرون
منشور في: (2021)

Building a credit scoring model to assign a reference score based on credit transaction and relevant profile data
بواسطة: Islam, Saqib Al, وآخرون
منشور في: (2020)

Detecting online recruitment fraud by using machine learning
بواسطة: Ghosh, Gitanjali, وآخرون
منشور في: (2021)

Prediction on large scale data using extreme gradient boosting
بواسطة: Sawon, Md.Tariq Hasan, وآخرون
منشور في: (2016)

Producing self tuned music using machine learning tools
بواسطة: Tasneem, Akifa, وآخرون
منشور في: (2018)

Breast cancer prediction using different machine learning models
بواسطة: Khandker Al- Muhaimin, وآخرون
منشور في: (2020)

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
بواسطة: Bhuiyan, Mazedul Haque, وآخرون
منشور في: (2021)

ML based career suggestive system for informal job sector considering cognitive skills
بواسطة: Tonny, Ms. Ayesha Siddika, وآخرون
منشور في: (2023)

Early detection of chronic kidney disease using machine learning
بواسطة: Abrar, Tahmid, وآخرون
منشور في: (2019)

Analysis on dengue severity using machine learning approach
بواسطة: Sayeed, Sanjana, وآخرون
منشور في: (2021)

Demystifying machine learning models for IOT attack detection with explainable AI
بواسطة: Muna, Rabeya Khatun, وآخرون
منشور في: (2021)

Exploring machine learning techniques for symptom-based detection of livestock diseases
بواسطة: Niloy, Mahir Ahmed, وآخرون
منشور في: (2024)

Sentiment analysis for Bengali newspaper headlines
بواسطة: Hossain, Mohammad Samman, وآخرون
منشور في: (2017)

A hybrid rumor detection model derived from a comparative study of supervised approaches
بواسطة: Aothoi, Mehzabin Sadat, وآخرون
منشور في: (2023)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
بواسطة: Saad-Ul-Kabir, Syed, وآخرون
منشور في: (2021)

3G and 4G paging success rate based mobile network anomaly detection using supervised and unsupervised learning
بواسطة: Ahasan, Md Rakibul
منشور في: (2022)

Exploring cognitive load and emotional states for the visually impaired
بواسطة: Afroz, Sharmin, وآخرون
منشور في: (2019)

Finding suitable locations for live campaigns using different machine learning techniques
بواسطة: Qudar, Mohiuddin Md. Abdul, وآخرون
منشور في: (2018)

Heart disease prediction using techniques of classification in machine learning
بواسطة: Afrose, Sadia, وآخرون
منشور في: (2021)

Early threat warning via speech and emotion recognition from voice calls
بواسطة: Ishtiak, Ifaz, وآخرون
منشور في: (2019)

Predicting stock market movement using sentiment analysis of twitter feed
بواسطة: Chakraborty, Pranjal, وآخرون
منشور في: (2017)

Rating detection by reviews using ML and NLP towards mobile phone recommendation
بواسطة: Sarker, Md Wafi, وآخرون
منشور في: (2023)

Flight fare prediction using machine learning
بواسطة: Noyon, Md. Shaim Hosan, وآخرون
منشور في: (2024)

A Study of gainful employment of learners receiving skills training in the informal sector using Machine Learning
بواسطة: Raizan, Syed Ahsan, وآخرون
منشور في: (2021)

Classification of respiratory diseases and COVID-19 from respiratory and cough sound using deep learning techniques
بواسطة: Ahasan, Md. Mubtasim, وآخرون
منشور في: (2022)

Gene expression analysis using machine learning
بواسطة: Mostafa, Naﬁs
منشور في: (2021)

Supervision in thought and action /
بواسطة: Lucio, William H.
منشور في: (1979)

Predicting obesity: a comparative analysis of machine learning models incorporating different features
بواسطة: Rahman, Md.Sakibur, وآخرون
منشور في: (2023)

Subjectivity analysis using machine learning algorithm
بواسطة: Ahmed, Erfan, وآخرون
منشور في: (2017)

Excellence in supervision : essential skills for the new supervisor /
بواسطة: Conlow, Rick
منشور في: (2004)

N.P.K. based crop suggesting model
بواسطة: Iftekher, Asif, وآخرون
منشور في: (2020)

Best feature selection and data visualization for breast cancer prediction
بواسطة: Hemel, Tanjim Ahmed, وآخرون
منشور في: (2020)

Predicting crime using deep learning
بواسطة: Shihab, Muhammad Nafees, وآخرون
منشور في: (2024)

Detecting navigation challenges for the visually impaired with mobile monitoring of biosignal
بواسطة: Islam, Mohammad Waseq ul, وآخرون
منشور في: (2021)