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.

Bibliografiset tiedot
Päätekijä:	Hossain, Prommy Sultana
Muut tekijät:	Chakrabarty, Amitabha
Aineistotyyppi:	Opinnäyte
Kieli:	English
Julkaistu:	Brac University 2022
Aiheet:	Convolutional autoencoder Extreme learning machine Bangla regional language Speech recognition Cognitive learning theory (Deep learning) Automatic speech recognition. Machine learning
Linkit:	http://hdl.handle.net/10361/17206

Samankaltaisia teoksia

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

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

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

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

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

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

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

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

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

Statistical methods for speech recognition /
Tekijä: Jelinek, Frederick, 1932-
Julkaistu: (1997)

Statistical methods for speech recognition /
Tekijä: Jelinek, Frederick, 1932-
Julkaistu: (1997)

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

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

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

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

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

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

Acoustic analysis of Bangla consonants
Tekijä: Alam, Firoj, et al.
Julkaistu: (2010)

Acoutstic analysis of Bangla consonants
Tekijä: Alam, Firoj, et al.
Julkaistu: (2010)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Image recognition by deep learning
Tekijä: Mohiuddin, Karishma, et al.
Julkaistu: (2018)

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

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

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