RED-LSTM: Real time emotion detection using LSTM

RED-LSTM: Real time emotion detection using LSTM

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Manylion Llyfryddiaeth
Prif Awduron:	Labiba, Mansura Rahman, Jahura, Fatema Tuj, Alam, Sadia, Binte Morshed, Tasfia, Rahman, Wasey
Awduron Eraill:	Feroz, Farhan
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Machine learning Speech emotion recognition Prediction RNN LSTM Real-time prediction Human-computer interaction. Artificial intelligence.
Mynediad Ar-lein:	http://hdl.handle.net/10361/19369

Eitemau Tebyg

Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
gan: Nirjhor, S M Mahsanul Islam, et al.
Cyhoeddwyd: (2019)

Voice impersonation detection using LSTM based RNN and explainable AI
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Cyhoeddwyd: (2022)

Human sentiment analysis using natural language processing
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Cyhoeddwyd: (2024)

Real-time crime detection using convolutional LSTM and YOLOv7
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Cyhoeddwyd: (2023)

Motion based gesture detection using frame composition LSTM
gan: Islam, Ishraqul, et al.
Cyhoeddwyd: (2023)

A computer vision based approach for stalking detection using CNN-LSTM hybrid model
gan: Iqbal, Shahriar, et al.
Cyhoeddwyd: (2023)

Early threat warning via speech and emotion recognition from voice calls
gan: Ishtiak, Ifaz, et al.
Cyhoeddwyd: (2019)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
gan: Arafat, Sheikh Mohammad, et al.
Cyhoeddwyd: (2021)

Analysis of financial data on the time series using data from the stock market
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Cyhoeddwyd: (2022)

Multimodal emotion recognition from Speech and text using heterogeneous ensemble techniques
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Cyhoeddwyd: (2022)

Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
gan: Esha, Ishraq Ahmed, et al.
Cyhoeddwyd: (2023)

Stock Market Price movement prediction using RNN and Point-weight Sentiment
gan: Uddin, S. M. Rageeb Noor, et al.
Cyhoeddwyd: (2022)

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
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Cyhoeddwyd: (2021)

Predicting regional accents of Bengali language using deep learning
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Cyhoeddwyd: (2022)

Share market forecasting with LSTM neural network and sentimental trend prediction
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Cyhoeddwyd: (2020)

Dhaka Stock Market analysis with ARIMA-LSTM Hybrid Model
gan: Arnob, Raisul Islam, et al.
Cyhoeddwyd: (2020)

Bangla hate speech detection on social media using attention-based recurrent neural network
gan: Das, Amit Kumar, et al.
Cyhoeddwyd: (2022)

Behavior change analysis due to violent video gaming using deep learning models
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Cyhoeddwyd: (2024)

TinyML for emotion detection in voice signals: evaluating and proposing algorithms for IoT wearable devices
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Cyhoeddwyd: (2024)

RansomListener: Ransom call sound investigation using LSTM and CNN Architectures
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Cyhoeddwyd: (2021)

LSTM based content prediction for edge caching using federated learning approach
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Cyhoeddwyd: (2021)

Cryptocurrency price prediction and forecasting using machine learning algorithm and long- short term memory mapping
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Cyhoeddwyd: (2022)

Novel approach to detect hate speech and profanity on online platforms
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Cyhoeddwyd: (2022)

Emotion detection from frontal facial image
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Cyhoeddwyd: (2014)

Emotional intelligence : why it can matter more than IQ /
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Emotion recognition using EEG signal and deep learning approach
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Emotion analysis using machine learning model and deep learning model on DEAP dataset
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Cyhoeddwyd: (2022)

Emotional intelligence /
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Cyhoeddwyd: (1995)

Emotion in interaction
gan: Peräkylä, Anssi

Emotion detection for Bangla language
gan: Rushan, Rowshan Rahman, et al.
Cyhoeddwyd: (2024)

Acoustic analysis of Bangla consonants
gan: Alam, Firoj, et al.
Cyhoeddwyd: (2010)

Acoutstic analysis of Bangla consonants
gan: Alam, Firoj, et al.
Cyhoeddwyd: (2010)

Fundamentals of speech recognition /
gan: Rabiner, Lawrence R., 1943-
Cyhoeddwyd: (2009)

Time-Series Forecasting of Ethereum Price using Long Short-Term Memory (LSTM) Networks
gan: Al-Wasee, Mohammad Samin, et al.
Cyhoeddwyd: (2022)

Crowed source based traffic analysis using machine learning algorithm
gan: Orthy, Marzia Khan, et al.
Cyhoeddwyd: (2017)

Intracranial hemorrhage detection using CNN-LSTM fusion model
gan: Ahmed, Kazi sabab, et al.
Cyhoeddwyd: (2022)

Study on human emotion based on facial expressions through human machine communication
gan: Murshed, Tahmin Aysha, et al.
Cyhoeddwyd: (2021)

Comparative analysis of emotion recognition methods
gan: Zaman, Mustafa, et al.
Cyhoeddwyd: (2010)

Emotional discipline : the power to choose how you feel : 5 life changing steps to feeling better every day /
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Human activity recognition and authentication system
gan: ALam, Md. Zubaer
Cyhoeddwyd: (2024)