AmritK10 / Urban-Sound-ClassificationLinks
Sound Classification using Neural Networks
☆50Updated 2 years ago
Alternatives and similar repositories for Urban-Sound-Classification
Users that are interested in Urban-Sound-Classification are comparing it to the libraries listed below
Sorting:
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆74Updated 2 years ago
- Udacity 2018 Machine Learning Nanodegree Capstone project☆146Updated 6 years ago
- Multi class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to id…☆67Updated 4 years ago
- CNN 1D vs 2D audio classification☆104Updated 6 years ago
- Environmental sound classification using Deep Learning with extracted features☆165Updated 5 years ago
- Collection of research papers on cough classification☆39Updated 5 years ago
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆48Updated 3 years ago
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆76Updated 4 years ago
- Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)☆60Updated 2 years ago
- Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.☆70Updated last year
- ESC: Dataset for Environmental Sound Classification - paper replication data☆79Updated 7 years ago
- Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.☆175Updated last year
- ☆90Updated 2 years ago
- Audio classification via transfer learning☆33Updated 5 years ago
- A neural attention model for speech command recognition☆185Updated this week
- Different methods and techniques for features extraction from audio☆56Updated last year
- Detecting emotions using MFCC features of human speech using Deep Learning☆129Updated 4 years ago
- Audio classification is a popular topic, here I implement several models using TenserFlow and Keras.☆24Updated 4 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆420Updated 2 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆137Updated 4 years ago
- Data repository of Project Coswara☆188Updated 2 years ago
- Urban sounds classification with Covnolutional Neural Networks☆37Updated 5 years ago
- Urban Sound Classification : striving towards a fair comparison☆17Updated 4 years ago
- Recognizing the genre of music files using machine learning and deep learning models☆98Updated 4 years ago
- A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn☆143Updated 2 years ago
- Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.☆67Updated 4 years ago
- UrbanSound classification using Convolutional Recurrent Networks in PyTorch☆389Updated 4 years ago
- Code for YouTube series: Deep Learning for Audio Classification☆565Updated 2 years ago
- Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.☆37Updated 3 years ago
- Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.☆124Updated 7 months ago