Urban sound classification using convolutional Neural Network and long short term memory based on multiple features

Urban sound classification using convolutional Neural Network and long short term memory based on multiple features

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Библиографические подробности
Главные авторы:	Das, Joy Krishan, Ghosh, Arka, Pal, Abhijit Kumar, Dutta, Sumit
Другие авторы:	Chakraborty, Amitabha
Формат:	Диссертация
Язык:	English
Опубликовано:	Brac University 2021
Предметы:	Sound classi cation Spectrograms Urbansound8k CNN LSTM LibROSA Neural networks (Computer science)
Online-ссылка:	http://dspace.bracu.ac.bd/xmlui/handle/10361/14444

Схожие документы

Detection of amyotrophic lateral sclerosis using signal processing and machine learning
по: Ali, Zohair Mehtab
Опубликовано: (2020)

Speech command classification based on deep neural networks
по: Hossain, Md. Sakib, и др.
Опубликовано: (2023)

A convolutional neural network based model with improved activation function and optimizer for effective intrusion detection and classification
по: Kabir, Solaiman, и др.
Опубликовано: (2021)

Classification of respiratory diseases and COVID-19 from respiratory and cough sound using deep learning techniques
по: Ahasan, Md. Mubtasim, и др.
Опубликовано: (2022)

A textbook of sound ; [for B.Sc.(Pass Honours and Subsidiary),Engineering sutdunts of Indian University and IAS Examination] /
по: Subrahmanyam, N.
Опубликовано: (1995)

A textbook of sound ; for B.Sc.(Pass Honours and Subsidiary),Engineering sutdunts of Indian University and IAS Examination /
по: Subrahmanyam, N.
Опубликовано: (1974)

Determination of Ca content of coral skeleton by analyte additive method using the LIBS technique
по: Haider, A F M Yusuf, и др.
Опубликовано: (2017)

The physics of sound /
по: Berg, Richard E.
Опубликовано: (2012)

The fundamentals of sonic art & sound design /
по: Gibbs, Tony, 1950-
Опубликовано: (2007)

Elemental profiling and identification of eco-toxic elements in agricultural soil by laser-induced breakdown spectroscopy
по: Haider, A F M Yusuf, и др.
Опубликовано: (2017)

A quick method to determine the impurity content in gold ornaments by LIBS technique
по: Haider, A F M Yusuf, и др.
Опубликовано: (2017)

Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
по: Esha, Ishraq Ahmed, и др.
Опубликовано: (2023)

The logic of filtering :
по: Kromhout, Melle Jan

Heartbeat sound feature extraction and classification
по: Bibrity, Fariha Chowdhury, и др.
Опубликовано: (2020)

A system to prevent social violence using convolutional neural network
по: Akter, Sanzida, и др.
Опубликовано: (2023)

Elemental profiling of surface water around Dhaka city by laser induced breakdown spectroscopy
по: Ahmed, MF, и др.
Опубликовано: (2017)

8th convocation of BRAC University
по: The Financial Express
Опубликовано: (2013)

8th convocation of BRAC University held
по: The Independent
Опубликовано: (2013)

Determination of the ash content of coal without ashing: a simple technique using laser-induced breakdown spectroscopy
по: Haider, A F M Yusuf, и др.
Опубликовано: (2017)

Elemental profiling and determination of Ti content of the beach sand samples of Bangladesh using LIBS technique
по: Haider, A F M Yusuf, и др.
Опубликовано: (2017)

Elemental analyses and determination of lead content in kohl (stone) by laser-induced breakdown spectroscopy
по: Haider, Abul Fazal Mohammed Yusuf, и др.
Опубликовано: (2017)

Audio Craft : an introduction to the tools and techniques of audio production /
по: Thom, Randy
Опубликовано: (1989)

Predicting stock market trend from twitter feed and building a framework for Bangladesh
по: Karim, Shabab, и др.
Опубликовано: (2018)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
по: Sakir, Adnan, и др.
Опубликовано: (2023)

A study on the financial soundness of Bangladesh cement industry using Altman z-score on selected listed companies
по: Siddika, Sadia Tasnim
Опубликовано: (2021)

The recording angel : the experience of music from Aristotle to Zappa /
по: Eisenberg, Evan
Опубликовано: (1988)

Event management of Mark8 Communications
по: Hossain, Mridha Faysal
Опубликовано: (2016)

Music genre classification with convolutional neural network
по: Chowdhury, Masud, и др.
Опубликовано: (2022)

Comprehensive analysis and development of deep learning models for Bengali character’s spectrogram image classification in child speech: introduction of spectro SETNet
по: Ahmed, Syed Istiaque, и др.
Опубликовано: (2024)

8th floor slab, beam and column
по: WOHA Designs PTE LTD, и др.
Опубликовано: (2023)

Deep convolutional GAN-based data augmentation for medical image classification
по: Datta, Joy, и др.
Опубликовано: (2022)

Leaf classification by feature extraction using CNN
по: Bhuiyan, Md. Mazharul Islam, и др.
Опубликовано: (2020)

Factory records : the complete graphic album /
по: Robertson, Matthew
Опубликовано: (2006)

Performance analysis of machine learning classi ers for detecting PE malware
по: Azmee, ABM.Adnan, и др.
Опубликовано: (2020)

Integration of handcrafted and deep neural features for Melanoma classification
по: Rahman, Mohammad Saminoor, и др.
Опубликовано: (2022)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
по: Mizan, Mubasshira, и др.
Опубликовано: (2024)

Classification of Bangladeshi soil texture using convolutional neural network
по: Raj, Hafiz Mohiuddin, и др.
Опубликовано: (2023)

Coordination drawing of 8th storey (Architectural As Built Drawings)
по: BUCG-ABC Joint Venture (BUCG-ABC JV)
Опубликовано: (2024)

Exploring deep features: deeper fully convolutional neural network for image segmentation
по: Kamran, Sharif Amit, и др.
Опубликовано: (2017)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
по: Sikder, Shihab Uddin, и др.
Опубликовано: (2022)