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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoir:	Hossain, Prommy Sultana
Rannpháirtithe:	Chakrabarty, Amitabha
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2022
Ábhair:	Convolutional autoencoder Extreme learning machine Bangla regional language Speech recognition Cognitive learning theory (Deep learning) Automatic speech recognition. Machine learning
Rochtain ar líne:	http://hdl.handle.net/10361/17206

Míreanna comhchosúla

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

Identifying hate speech of Bangla language text using natural language processing
de réir: Rahman, Mushfiqur, et al.
Foilsithe / Cruthaithe: (2024)

Gender classification in Bangla language using deep learning-based voice analysis
de réir: Hakim, Talukder Juhaer, et al.
Foilsithe / Cruthaithe: (2024)

Fundamentals of speech recognition /
de réir: Rabiner, Lawrence R., 1943-
Foilsithe / Cruthaithe: (2009)

Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
de réir: Nirjhor, S M Mahsanul Islam, et al.
Foilsithe / Cruthaithe: (2019)

Novel approach to detect hate speech and profanity on online platforms
de réir: Pritha, Barha Meherun, et al.
Foilsithe / Cruthaithe: (2022)

Isolated and continuous bangla speech recognition: implementation, performance and application perspective
de réir: Hasnat, Md. Abul, et al.
Foilsithe / Cruthaithe: (2010)

Voice recognition using machine learning and central database to enhance security system
de réir: Nur, Mir Md. Taosif, et al.
Foilsithe / Cruthaithe: (2022)

Behavior change analysis due to violent video gaming using deep learning models
de réir: Rahman, Akhlak Ur, et al.
Foilsithe / Cruthaithe: (2024)

Statistical methods for speech recognition /
de réir: Jelinek, Frederick, 1932-
Foilsithe / Cruthaithe: (1997)

Statistical methods for speech recognition /
de réir: Jelinek, Frederick, 1932-
Foilsithe / Cruthaithe: (1997)

KDANet: optical recognition for Bangla language using deep neural networks
de réir: Rabbi, Kazi Kamruzzaman, et al.
Foilsithe / Cruthaithe: (2023)

Predicting regional accents of Bengali language using deep learning
de réir: Ibrahim, Md. Abu, et al.
Foilsithe / Cruthaithe: (2022)

Bangla speech to text conversion using CMU sphinx
de réir: Bristy, Israt Jerin, et al.
Foilsithe / Cruthaithe: (2020)

Speech and language processing : an introduction to natural language processing, computational linguistics, and speech recognition /
de réir: Jurafsky, Dan, 1962-
Foilsithe / Cruthaithe: (2000)

Shohojogi: an automated Bengali voice chat system for the banking customer services
de réir: Arnab, Kabir Abdur Rahman, et al.
Foilsithe / Cruthaithe: (2023)

Identifying code-mixed and code-switched hateful remarks on social media using NLP
de réir: Sinha, Sumaiya, et al.
Foilsithe / Cruthaithe: (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
de réir: Shruti, Abanti Chakraborty
Foilsithe / Cruthaithe: (2024)

Acoustic analysis of Bangla consonants
de réir: Alam, Firoj, et al.
Foilsithe / Cruthaithe: (2010)

Acoutstic analysis of Bangla consonants
de réir: Alam, Firoj, et al.
Foilsithe / Cruthaithe: (2010)

Multi-modal hate speech detection using machine learning
de réir: Shill, Ponkoj Chandra, et al.
Foilsithe / Cruthaithe: (2021)

A squeeze and excitation ResNeXt-based deep learning model for Bangla handwritten basic to compound character recognition
de réir: Khan, Mohammad Meraj
Foilsithe / Cruthaithe: (2022)

Traffic sign recognition using deep learning
de réir: Amir, Afia Binte, et al.
Foilsithe / Cruthaithe: (2020)

Computational analysis and detection of Bengali communal violent speech
de réir: Khondoker, Abdullah, et al.
Foilsithe / Cruthaithe: (2024)

An efficient deep learning approach to detect skin Cancer
de réir: Islam, Ashfaqul, et al.
Foilsithe / Cruthaithe: (2022)

Leveraging sequential deep learning models for detecting multitude of human action categories
de réir: Pranta, Kazi Al Refat, et al.
Foilsithe / Cruthaithe: (2024)

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
de réir: Bhuiyan, Md Raihanul Islam, et al.
Foilsithe / Cruthaithe: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
de réir: Sakir, Adnan, et al.
Foilsithe / Cruthaithe: (2023)

Damaged road detection using Image Processing and Deep Learning
de réir: Swadesh, Shimran Mahbub, et al.
Foilsithe / Cruthaithe: (2022)

Human Activity Recognition using wearable body sensor by machine learning approach
de réir: Promi, Sadia Tangim, et al.
Foilsithe / Cruthaithe: (2020)

Bangla sign language recognition using leap motion sensor
de réir: Tan, Tamkin Mahmud, et al.
Foilsithe / Cruthaithe: (2020)

Classification of peripheral blood cell images using deep learning
de réir: Aadi, Oyshik Ahmed, et al.
Foilsithe / Cruthaithe: (2024)

Multimodal approach to human detection in unconstrained environments using YOLOV7 for conventional, infrared & thermal cameras
de réir: Rukaiya, Maymuna, et al.
Foilsithe / Cruthaithe: (2023)

Bang-lish sentiment classification using deep learning
de réir: Saleheen, Abrar, et al.
Foilsithe / Cruthaithe: (2023)

Yoga posture recognition using the deep learning process
de réir: Islam, Abidul, et al.
Foilsithe / Cruthaithe: (2023)

Visual speech recognition using artificial neural networking
de réir: Sharmili, Nowshin, et al.
Foilsithe / Cruthaithe: (2018)

Image recognition by deep learning
de réir: Mohiuddin, Karishma, et al.
Foilsithe / Cruthaithe: (2018)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
de réir: Hasan, M. M. Kamrul, et al.
Foilsithe / Cruthaithe: (2022)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
de réir: Khan, Ibrahim
Foilsithe / Cruthaithe: (2023)

Visual object classification from fMRI data
de réir: Newaz, Syed Mishar, et al.
Foilsithe / Cruthaithe: (2022)