Gender classification in Bangla language using deep learning-based voice analysis

Gender classification in Bangla language using deep learning-based voice analysis

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Hakim, Talukder Juhaer, Monsur, Sayema Binte, Shuvo, Abtahi Maskawath, Azrine, Tasmia, Labib, Md. Zarif
Rannpháirtithe:	Alam, Md. Ashraful
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2024
Ábhair:	Deep learning Machine learning Bangla language F1-score Decision tree Inception V3 DenseNet-121 STFT MFCC Neural networks (Computer science) Cognitive learning theory (Deep learning) Automatic speech recognition > Data processing
Rochtain ar líne:	http://hdl.handle.net/10361/23636

Míreanna comhchosúla

Diabetic retinopathy detection and classification by using deep learning
de réir: Hossain, Shahriar, et al.
Foilsithe / Cruthaithe: (2022)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
de réir: Shahriar, Hasan, et al.
Foilsithe / Cruthaithe: (2022)

Citrus leaf disease detection by image processing
de réir: Chowdhury, Mahir Faisal, et al.
Foilsithe / Cruthaithe: (2024)

A deep learning approach towards soft biometrics attributes prediction using CNN
de réir: Kibria, Maharab, et al.
Foilsithe / Cruthaithe: (2022)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
de réir: Ismail, Sayem Mohammad, et al.
Foilsithe / Cruthaithe: (2021)

Classification of respiratory diseases and COVID-19 from respiratory and cough sound using deep learning techniques
de réir: Ahasan, Md. Mubtasim, et al.
Foilsithe / Cruthaithe: (2022)

Detection of coronary artery blockage at an early stage using effective deep learning technique
de réir: Promit, Tahmid Ashrafee, et al.
Foilsithe / Cruthaithe: (2023)

Predicting crime using deep learning
de réir: Shihab, Muhammad Nafees, et al.
Foilsithe / Cruthaithe: (2024)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
de réir: Arafat, Sheikh Mohammad, et al.
Foilsithe / Cruthaithe: (2021)

Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
de réir: Nazmee, Namirah, et al.
Foilsithe / Cruthaithe: (2024)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
de réir: Mim, Ankhi Akter, et al.
Foilsithe / Cruthaithe: (2024)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
de réir: Rahman, Afridi Ibn, 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)

Thoracic complication detection on chest X-rays using deep learning
de réir: Ratul, Rizwanul Hoque, et al.
Foilsithe / Cruthaithe: (2021)

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

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)

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)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
de réir: Ashraf, S.M. Nabil, et al.
Foilsithe / Cruthaithe: (2021)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
de réir: Athina, Fahima Hasan, et al.
Foilsithe / Cruthaithe: (2022)

Skin disease detection and classification using deep learning
de réir: Shuvon, Mehedi Hasan, et al.
Foilsithe / Cruthaithe: (2022)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
de réir: Hossain, Prommy Sultana
Foilsithe / Cruthaithe: (2022)

Deep learning-based real-time pothole detection for avoiding road accident
de réir: Basher, Rafsan, et al.
Foilsithe / Cruthaithe: (2022)

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

A modern technique to detect potholes by Computer Vision and Deep Learning
de réir: Saif, Muntasir Mahmud, et al.
Foilsithe / Cruthaithe: (2023)

Deep learning-based waste classification system for efficient waste management
de réir: Nakib, Abdullah Al, et al.
Foilsithe / Cruthaithe: (2022)

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

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

Application of CNN based architectures in detection of distracted drivers
de réir: Arafin, Irfana, et al.
Foilsithe / Cruthaithe: (2023)

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

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

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
de réir: Rayhan, Mohammad, et al.
Foilsithe / Cruthaithe: (2020)

An interpretable transformer based approach to classify Malaria from blood cell images
de réir: Islam, Mehafuza, et al.
Foilsithe / Cruthaithe: (2023)

Facial expression recognition: convolutional attentional masking network and ensemble approach
de réir: Kowsar, Ibna, et al.
Foilsithe / Cruthaithe: (2021)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
de réir: Datta, Nirjhor, et al.
Foilsithe / Cruthaithe: (2024)

Corn leaf disease detection using deep convolution neural network
de réir: Rabbi, Rawhatur, et al.
Foilsithe / Cruthaithe: (2023)

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
de réir: Promita, Samanta Tabassum, et al.
Foilsithe / Cruthaithe: (2022)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
de réir: Bhuiyan, Abir Ahammed, et al.
Foilsithe / Cruthaithe: (2024)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
de réir: Khan, Farhan Sakib, et al.
Foilsithe / Cruthaithe: (2022)

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

Sentiment analysis on Bangladesh airlines review data using machine learning
de réir: Hasib, Khan Md.
Foilsithe / Cruthaithe: (2022)