Multi-modal hate speech detection using machine learning

Multi-modal hate speech detection using machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Manylion Llyfryddiaeth
Prif Awduron:	Shill, Ponkoj Chandra, Boishakhi, Fariha Tahosin
Awduron Eraill:	Alam, Md Golam Rabiul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Audio hate Speech Video hate Speech Hate Speech detection Machine Learning Multi-modal Hate Speech detection
Mynediad Ar-lein:	http://hdl.handle.net/10361/15735

Eitemau Tebyg

Hate speech detection using machine learning techniques
gan: Manzoor, Tahbib, et al.
Cyhoeddwyd: (2024)

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

Bangla hate speech detection on social media using attention-based recurrent neural network
gan: Das, Amit Kumar, et al.
Cyhoeddwyd: (2022)

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

Identifying code-mixed and code-switched hateful remarks on social media using NLP
gan: Sinha, Sumaiya, et al.
Cyhoeddwyd: (2024)

Hate crimes in cyberspace /
gan: Citron, Danielle Keats, 1968-
Cyhoeddwyd: (2014)

TikNep: content analysis of Nepali TikTok users using natural language processing
gan: Dhakal, Aakar, et al.
Cyhoeddwyd: (2024)

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

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

Development of annotated Bangla speech corpora
gan: Alam, Firoj, et al.
Cyhoeddwyd: (2010)

Free speech: creating the ‘Us and Them’ debate
gan: Kabir, Nahid Afrose
Cyhoeddwyd: (2019)

Acoustic analysis of Bangla consonants
gan: Alam, Firoj, et al.
Cyhoeddwyd: (2010)

Acoutstic analysis of Bangla consonants
gan: Alam, Firoj, et al.
Cyhoeddwyd: (2010)

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

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

The world's 100 greatest speeches /
Cyhoeddwyd: (2016)

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

Text to speech for Bangla language using festival
gan: Alam, Firoj, et al.
Cyhoeddwyd: (2010)

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

The shaping of Indian science : Indian Science Congress Association, presidential addresses.
Cyhoeddwyd: (2003)

The shaping of Indian science : Indian Science Congress Association, presidential addresses.
Cyhoeddwyd: (2003)

The shaping of Indian science : Indian Science Congress Association, presidential addresses.
Cyhoeddwyd: (2003)

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

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

Statistical methods for speech recognition /
gan: Jelinek, Frederick, 1932-
Cyhoeddwyd: (1997)

Statistical methods for speech recognition /
gan: Jelinek, Frederick, 1932-
Cyhoeddwyd: (1997)

Bengali isolated speech recognition : a comparative analysis of the effects of data augmentation on HMM and DNN based acoustic models
gan: Rashid, Warida, et al.
Cyhoeddwyd: (2018)

Text to speech synthesis for Bangla language
gan: Adnan, Morshed Jaman, et al.
Cyhoeddwyd: (2016)

Into the heart of Bangla speech: advancing speech sentiment recognition with semi-supervised multimodal machine learning model leveraging an iterative SHAP-based feature selection
gan: Shruti, Abanti Chakraborty
Cyhoeddwyd: (2024)

Voice impersonation detection using LSTM based RNN and explainable AI
gan: Barua, Kawshik, et al.
Cyhoeddwyd: (2022)

We shall fight on the beaches : the speeches that inspired history /
gan: Field, Jacob F.
Cyhoeddwyd: (2013)

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

Discrete-time speech signal processing : principles and practice /
gan: Quatieri, T. F. (Thomas F.)
Cyhoeddwyd: (2002)

Audio recognition using feed forward neural network optimized by principle component analysis
gan: Momo, Nusrat Suzana, et al.
Cyhoeddwyd: (2017)

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

Examining lexical and grammatical diﬃculties in Bengali language using NLP with machine learning
gan: Afroz, Sazia, et al.
Cyhoeddwyd: (2021)

Deep learning for natural language processing : creating neural networks with Python /
gan: Goyal, Palash
Cyhoeddwyd: (2018)

Exploring speech delay in Bangladeshi children during the COVID-19 pandemic
gan: Anika, Mahfuza
Cyhoeddwyd: (2024)

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

Fault detection in waste water treatment plant using statistical analysis & machine learning
gan: Haque, Md. Ezazul, et al.
Cyhoeddwyd: (2019)