Deep Learning based Bangla Voice to Braille Character Conversion System

Deep Learning based Bangla Voice to Braille Character Conversion System

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Manylion Llyfryddiaeth
Prif Awduron:	Iqbal, Syed Bayes, Rifat, Riazul Islam, Hussain, Md Akif, Biswas, Simon
Awduron Eraill:	Alam, Md. Golam Rabiul
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2022
Pynciau:	Convolutional neural network(CNN) Braille Spectrogram Classification VGG-16 Arduino Uno LCD 16x4 display Machine Learning Computer algorithms Cognitive learning theory (Deep learning)
Mynediad Ar-lein:	http://hdl.handle.net/10361/17636

Eitemau Tebyg

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
gan: Bhuiyan, Md Raihanul Islam, et al.
Cyhoeddwyd: (2024)

Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning
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Cyhoeddwyd: (2019)

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Cyhoeddwyd: (2018)

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
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Cyhoeddwyd: (2023)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
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Cyhoeddwyd: (2023)

Prostate cancer detection using deep learning neural network with transfer learning approach
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Cyhoeddwyd: (2022)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
gan: Choudhury, Prionto Kumar, et al.
Cyhoeddwyd: (2024)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
gan: Radiah, Faiza, et al.
Cyhoeddwyd: (2024)

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
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Cyhoeddwyd: (2022)

Design, implementation and performance of a controller for uninterruptible solar hot water system
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Cyhoeddwyd: (2016)

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

Automatic waste classification using deep learning and computer vision techniques
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Cyhoeddwyd: (2023)

An automated fire suppression mechanism controlled using an Arduino
gan: Rashid, Rafiz Ibne, et al.
Cyhoeddwyd: (2018)

Critical retinal disease detection from optical coherence tomography images by deep convolutional neural network and explainable machine learning
gan: Datta, Pranab, et al.
Cyhoeddwyd: (2021)

Identifying brain abnormalities using image processing and CNN models
gan: Talukder, Ismat Shehrin, et al.
Cyhoeddwyd: (2021)

Eve-teasing detection from video footage using computer vision and artificial intelligence
gan: Rapheo, Abdullah, et al.
Cyhoeddwyd: (2023)

Detection of pneumonia from chest X-ray images using machine learning
gan: Priya, Afsana Rahman, et al.
Cyhoeddwyd: (2023)

Detecting brain tumor using deep neural networks from MRI images
gan: Imamuzzaman, A.S.M., et al.
Cyhoeddwyd: (2021)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
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Cyhoeddwyd: (2024)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
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Cyhoeddwyd: (2024)

Covid-19 infected lung detection using machine learning
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Cyhoeddwyd: (2022)

Citrus leaf disease detection by image processing
gan: Chowdhury, Mahir Faisal, et al.
Cyhoeddwyd: (2024)

Comprehensive analysis and development of deep learning models for Bengali character’s spectrogram image classification in child speech: introduction of spectro SETNet
gan: Ahmed, Syed Istiaque, et al.
Cyhoeddwyd: (2024)

Brain hemorrhage detection using hybrid machine learning algorithm
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Cyhoeddwyd: (2022)

Homomorphic encryption on deep learning in accurate prediction of brain tumour
gan: Sarwar, Arafat, et al.
Cyhoeddwyd: (2023)

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
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Cassava leaf disease classification using deep learning and convolutional neural network ensemble
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Detection of Parkinson’s disease from Neuro-imagery using deep neural network with transfer learning
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Cyhoeddwyd: (2021)

A system for fair rickshaw fare measurement in Bangladesh
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Cyhoeddwyd: (2023)

Classification of respiratory diseases and COVID-19 from respiratory and cough sound using deep learning techniques
gan: Ahasan, Md. Mubtasim, et al.
Cyhoeddwyd: (2022)

Urban pattern recognition from multi-spectral satellite images and flood prediction using machine learning models
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Cyhoeddwyd: (2024)

Wireless monitoring system and controlling software for smart greenhouse management
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Cyhoeddwyd: (2016)

Brac University launches online learning platform ‘buX’
gan: The Daily Star
Cyhoeddwyd: (2020)

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
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Cyhoeddwyd: (2024)

An efficient approach to detect melanoma skin cancer using a custom CNN model
gan: Rahman, K.M Saidur, et al.
Cyhoeddwyd: (2023)

Retinal Diseases Detection using Deep Learning
gan: Mashfi, Shahriar, et al.
Cyhoeddwyd: (2023)

Thoracic complication detection on chest X-rays using deep learning
gan: Ratul, Rizwanul Hoque, et al.
Cyhoeddwyd: (2021)

Classification of Shot Selection by Batsman in Cricket Matches Using Deep Neural Network
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Cyhoeddwyd: (2022)

Character animation using reinforcement learning and imitation learning algorithms
gan: Tahmid, Tokey, et al.
Cyhoeddwyd: (2021)

Two dimensional convolutional neural network CNN approach for detection of Bangla sign language
gan: Nag, Pollock, et al.
Cyhoeddwyd: (2023)