Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning

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

Manylion Llyfryddiaeth
Prif Awdur:	Hossain, Prommy Sultana
Awduron Eraill:	Chakrabarty, Amitabha
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2022
Pynciau:	Convolutional autoencoder Extreme learning machine Bangla regional language Speech recognition Cognitive learning theory (Deep learning) Automatic speech recognition. Machine learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/17206

Eitemau Tebyg

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)

Identifying hate speech of Bangla language text using natural language processing
gan: Rahman, Mushfiqur, et al.
Cyhoeddwyd: (2024)

Gender classification in Bangla language using deep learning-based voice analysis
gan: Hakim, Talukder Juhaer, et al.
Cyhoeddwyd: (2024)

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

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

Novel approach to detect hate speech and profanity on online platforms
gan: Pritha, Barha Meherun, et al.
Cyhoeddwyd: (2022)

Isolated and continuous bangla speech recognition: implementation, performance and application perspective
gan: Hasnat, Md. Abul, et al.
Cyhoeddwyd: (2010)

Voice recognition using machine learning and central database to enhance security system
gan: Nur, Mir Md. Taosif, et al.
Cyhoeddwyd: (2022)

Behavior change analysis due to violent video gaming using deep learning models
gan: Rahman, Akhlak Ur, et al.
Cyhoeddwyd: (2024)

Statistical methods for speech recognition /
gan: Jelinek, Frederick, 1932-
Cyhoeddwyd: (1997)

Statistical methods for speech recognition /
gan: Jelinek, Frederick, 1932-
Cyhoeddwyd: (1997)

KDANet: optical recognition for Bangla language using deep neural networks
gan: Rabbi, Kazi Kamruzzaman, et al.
Cyhoeddwyd: (2023)

Predicting regional accents of Bengali language using deep learning
gan: Ibrahim, Md. Abu, et al.
Cyhoeddwyd: (2022)

Bangla speech to text conversion using CMU sphinx
gan: Bristy, Israt Jerin, et al.
Cyhoeddwyd: (2020)

Speech and language processing : an introduction to natural language processing, computational linguistics, and speech recognition /
gan: Jurafsky, Dan, 1962-
Cyhoeddwyd: (2000)

Shohojogi: an automated Bengali voice chat system for the banking customer services
gan: Arnab, Kabir Abdur Rahman, et al.
Cyhoeddwyd: (2023)

Identifying code-mixed and code-switched hateful remarks on social media using NLP
gan: Sinha, Sumaiya, et al.
Cyhoeddwyd: (2024)

Into the heart of Bangla speech: advancing speech sentiment recognition with semi-supervised multimodal machine learning model leveraging an iterative SHAP-based feature selection
gan: Shruti, Abanti Chakraborty
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)

Multi-modal hate speech detection using machine learning
gan: Shill, Ponkoj Chandra, et al.
Cyhoeddwyd: (2021)

A squeeze and excitation ResNeXt-based deep learning model for Bangla handwritten basic to compound character recognition
gan: Khan, Mohammad Meraj
Cyhoeddwyd: (2022)

Traffic sign recognition using deep learning
gan: Amir, Afia Binte, et al.
Cyhoeddwyd: (2020)

Computational analysis and detection of Bengali communal violent speech
gan: Khondoker, Abdullah, et al.
Cyhoeddwyd: (2024)

An efficient deep learning approach to detect skin Cancer
gan: Islam, Ashfaqul, et al.
Cyhoeddwyd: (2022)

Leveraging sequential deep learning models for detecting multitude of human action categories
gan: Pranta, Kazi Al Refat, et al.
Cyhoeddwyd: (2024)

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

Skin cancer detection and classification using multiple optimized deep convolutional neural network
gan: Sakir, Adnan, et al.
Cyhoeddwyd: (2023)

Damaged road detection using Image Processing and Deep Learning
gan: Swadesh, Shimran Mahbub, et al.
Cyhoeddwyd: (2022)

Human Activity Recognition using wearable body sensor by machine learning approach
gan: Promi, Sadia Tangim, et al.
Cyhoeddwyd: (2020)

Bangla sign language recognition using leap motion sensor
gan: Tan, Tamkin Mahmud, et al.
Cyhoeddwyd: (2020)

Classification of peripheral blood cell images using deep learning
gan: Aadi, Oyshik Ahmed, et al.
Cyhoeddwyd: (2024)

Multimodal approach to human detection in unconstrained environments using YOLOV7 for conventional, infrared & thermal cameras
gan: Rukaiya, Maymuna, et al.
Cyhoeddwyd: (2023)

Bang-lish sentiment classification using deep learning
gan: Saleheen, Abrar, et al.
Cyhoeddwyd: (2023)

Yoga posture recognition using the deep learning process
gan: Islam, Abidul, et al.
Cyhoeddwyd: (2023)

Visual speech recognition using artificial neural networking
gan: Sharmili, Nowshin, et al.
Cyhoeddwyd: (2018)

Image recognition by deep learning
gan: Mohiuddin, Karishma, et al.
Cyhoeddwyd: (2018)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
gan: Hasan, M. M. Kamrul, et al.
Cyhoeddwyd: (2022)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
gan: Khan, Ibrahim
Cyhoeddwyd: (2023)

Visual object classification from fMRI data
gan: Newaz, Syed Mishar, et al.
Cyhoeddwyd: (2022)