There are 3 repositories under urban-sound-classification topic.
Urban sound classification using Deep Learning
Classification of Urban Sound Audio Dataset using LSTM-based model.
Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)
Sound Classification using Neural Networks
Sound classification on Urban Sound Dataset
Spectrogram for UrbanSound8K audio dataset
Set of 1D CNN models to classify sound clips from the Urban Sound Classification dataset using Keras and Librosa
Classification of urban sounds such as air conditioner, jackhammer, drilling, siren, street music, engine idling and children playing by using Mel-frequency Cepstral Coefficients (MFCCs) as audio feature and CNN algorithm.
Web app for urban sound classification
Urban Sound Challenge project
consist of python scripts, having various models for urban sound classification on UrbanSound8K dataset based on http://aqibsaeed.github.io/2016-09-03-urban-sound-classification-part-1/
My Urban Sound Challenge classification
A deep learning classifier for urban sounds using the EfficientNet network
Classifying Sounds
Waveplot for UrbanSound8K audio dataset
[SCH졸업논문] 위급한 상황의 소리를 딥러닝으로 인식하여 알려줍니다
The goal of this project is to obtain a classifier that can automatically classify environmental sounds according to their category. This can be implemented on both transport vehicles and wearable devices to improve road safety.
A CNN model trained using spectrograms of urban sounds
In this project, I implemented Convolutional Neural Networks on images of melspectrogram of sound files.
Urban Sound Classification
Credit card fraud detection, Breast cancer prediction, Wine quality prediction, Bank note authentication, prediction of attrition of employees, Stock prediction, etc
Audio Classification on UrbanSound8k dataset
Urban Sounds Classification - Koç Holding Deep Learning Bootcamp by GlobalAIHub
This project consists of classifying correctly the sounds of the UrbanSound8K dataset. First Semester of the Third Year of the Bachelor's Degree in Artificial Intelligence and Data Science.