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.

Bibliografiska uppgifter
Huvudupphovsman:	Hossain, Prommy Sultana
Övriga upphovsmän:	Chakrabarty, Amitabha
Materialtyp:	Lärdomsprov
Språk:	English
Publicerad:	Brac University 2022
Ämnen:	Convolutional autoencoder Extreme learning machine Bangla regional language Speech recognition Cognitive learning theory (Deep learning) Automatic speech recognition. Machine learning
Länkar:	http://hdl.handle.net/10361/17206

Liknande verk

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

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

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

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

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

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

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

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

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

Statistical methods for speech recognition /
av: Jelinek, Frederick, 1932-
Publicerad: (1997)

Statistical methods for speech recognition /
av: Jelinek, Frederick, 1932-
Publicerad: (1997)

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

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

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

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

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

Identifying code-mixed and code-switched hateful remarks on social media using NLP
av: Sinha, Sumaiya, et al.
Publicerad: (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
av: Shruti, Abanti Chakraborty
Publicerad: (2024)

Acoustic analysis of Bangla consonants
av: Alam, Firoj, et al.
Publicerad: (2010)

Acoutstic analysis of Bangla consonants
av: Alam, Firoj, et al.
Publicerad: (2010)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Image recognition by deep learning
av: Mohiuddin, Karishma, et al.
Publicerad: (2018)

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

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

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