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.

ग्रंथसूची विवरण
मुख्य लेखकों:	Hakim, Talukder Juhaer, Monsur, Sayema Binte, Shuvo, Abtahi Maskawath, Azrine, Tasmia, Labib, Md. Zarif
अन्य लेखक:	Alam, Md. Ashraful
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	Brac University 2024
विषय:	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
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/23636

समान संसाधन

Diabetic retinopathy detection and classification by using deep learning
द्वारा: Hossain, Shahriar, और अन्य
प्रकाशित: (2022)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
द्वारा: Shahriar, Hasan, और अन्य
प्रकाशित: (2022)

Citrus leaf disease detection by image processing
द्वारा: Chowdhury, Mahir Faisal, और अन्य
प्रकाशित: (2024)

A deep learning approach towards soft biometrics attributes prediction using CNN
द्वारा: Kibria, Maharab, और अन्य
प्रकाशित: (2022)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
द्वारा: Ismail, Sayem Mohammad, और अन्य
प्रकाशित: (2021)

Classification of respiratory diseases and COVID-19 from respiratory and cough sound using deep learning techniques
द्वारा: Ahasan, Md. Mubtasim, और अन्य
प्रकाशित: (2022)

Detection of coronary artery blockage at an early stage using effective deep learning technique
द्वारा: Promit, Tahmid Ashrafee, और अन्य
प्रकाशित: (2023)

Predicting crime using deep learning
द्वारा: Shihab, Muhammad Nafees, और अन्य
प्रकाशित: (2024)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
द्वारा: Arafat, Sheikh Mohammad, और अन्य
प्रकाशित: (2021)

Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
द्वारा: Nazmee, Namirah, और अन्य
प्रकाशित: (2024)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
द्वारा: Mim, Ankhi Akter, और अन्य
प्रकाशित: (2024)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
द्वारा: Rahman, Afridi Ibn, और अन्य
प्रकाशित: (2022)

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

Thoracic complication detection on chest X-rays using deep learning
द्वारा: Ratul, Rizwanul Hoque, और अन्य
प्रकाशित: (2021)

Classification of peripheral blood cell images using deep learning
द्वारा: Aadi, Oyshik Ahmed, और अन्य
प्रकाशित: (2024)

Comprehensive analysis and development of deep learning models for Bengali character’s spectrogram image classification in child speech: introduction of spectro SETNet
द्वारा: Ahmed, Syed Istiaque, और अन्य
प्रकाशित: (2024)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
द्वारा: Hasan, M. M. Kamrul, और अन्य
प्रकाशित: (2022)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
द्वारा: Ashraf, S.M. Nabil, और अन्य
प्रकाशित: (2021)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
द्वारा: Athina, Fahima Hasan, और अन्य
प्रकाशित: (2022)

Skin disease detection and classification using deep learning
द्वारा: Shuvon, Mehedi Hasan, और अन्य
प्रकाशित: (2022)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
द्वारा: Hossain, Prommy Sultana
प्रकाशित: (2022)

Deep learning-based real-time pothole detection for avoiding road accident
द्वारा: Basher, Rafsan, और अन्य
प्रकाशित: (2022)

Visual object classification from fMRI data
द्वारा: Newaz, Syed Mishar, और अन्य
प्रकाशित: (2022)

A modern technique to detect potholes by Computer Vision and Deep Learning
द्वारा: Saif, Muntasir Mahmud, और अन्य
प्रकाशित: (2023)

Deep learning-based waste classification system for efficient waste management
द्वारा: Nakib, Abdullah Al, और अन्य
प्रकाशित: (2022)

Identifying hate speech of Bangla language text using natural language processing
द्वारा: Rahman, Mushfiqur, और अन्य
प्रकाशित: (2024)

An efficient deep learning approach to detect skin Cancer
द्वारा: Islam, Ashfaqul, और अन्य
प्रकाशित: (2022)

Application of CNN based architectures in detection of distracted drivers
द्वारा: Arafin, Irfana, और अन्य
प्रकाशित: (2023)

Predicting regional accents of Bengali language using deep learning
द्वारा: Ibrahim, Md. Abu, और अन्य
प्रकाशित: (2022)

Damaged road detection using Image Processing and Deep Learning
द्वारा: Swadesh, Shimran Mahbub, और अन्य
प्रकाशित: (2022)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
द्वारा: Rayhan, Mohammad, और अन्य
प्रकाशित: (2020)

An interpretable transformer based approach to classify Malaria from blood cell images
द्वारा: Islam, Mehafuza, और अन्य
प्रकाशित: (2023)

Facial expression recognition: convolutional attentional masking network and ensemble approach
द्वारा: Kowsar, Ibna, और अन्य
प्रकाशित: (2021)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
द्वारा: Datta, Nirjhor, और अन्य
प्रकाशित: (2024)

Corn leaf disease detection using deep convolution neural network
द्वारा: Rabbi, Rawhatur, और अन्य
प्रकाशित: (2023)

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
द्वारा: Promita, Samanta Tabassum, और अन्य
प्रकाशित: (2022)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
द्वारा: Bhuiyan, Abir Ahammed, और अन्य
प्रकाशित: (2024)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
द्वारा: Khan, Farhan Sakib, और अन्य
प्रकाशित: (2022)

Yoga posture recognition using the deep learning process
द्वारा: Islam, Abidul, और अन्य
प्रकाशित: (2023)

Sentiment analysis on Bangladesh airlines review data using machine learning
द्वारा: Hasib, Khan Md.
प्रकाशित: (2022)