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.

Bibliografiset tiedot
Päätekijät:	Shill, Ponkoj Chandra, Boishakhi, Fariha Tahosin
Muut tekijät:	Alam, Md Golam Rabiul
Aineistotyyppi:	Opinnäyte
Kieli:	English
Julkaistu:	Brac University 2021
Aiheet:	Audio hate Speech Video hate Speech Hate Speech detection Machine Learning Multi-modal Hate Speech detection
Linkit:	http://hdl.handle.net/10361/15735

Samankaltaisia teoksia

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

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

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

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

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

Hate crimes in cyberspace /
Tekijä: Citron, Danielle Keats, 1968-
Julkaistu: (2014)

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

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

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

Text to speech synthesis for Bangla language
Tekijä: Adnan, Morshed Jaman, et al.
Julkaistu: (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
Tekijä: Shruti, Abanti Chakraborty
Julkaistu: (2024)

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

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

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

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

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

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

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

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

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

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

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