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:
- 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
- Urban sounds classification with Covnolutional Neural Networks☆37Updated 5 years ago
- CNN 1D vs 2D audio classification☆105Updated 6 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
- Environmental sound classification using Deep Learning with extracted features☆165Updated 5 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆74Updated 2 years ago
- Audio classification via transfer learning☆33Updated 5 years ago
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆49Updated 3 years ago
- Music genre classification from audio spectrograms using deep learning☆54Updated 5 years ago
- Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.☆69Updated last year
- Music genre classification using Convolutional Neural Networks on Spectrograms in PyTorch☆39Updated 6 years ago
- Deep Learning experiments for audio classification☆149Updated 7 years ago
- A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn☆143Updated 2 years ago
- ☆99Updated 6 years ago
- ☆90Updated 2 years ago
- ☆29Updated 6 years ago
- Audio classification with VGGish as feature extractor in TensorFlow☆130Updated 3 years ago
- End-to-End Speech Recognition using Neural Networks.☆35Updated 9 months ago
- ESC: Dataset for Environmental Sound Classification - paper replication data☆79Updated 7 years ago
- A set of scripts that extract speech features (so far MFCCs, FBANKs, STFT, and kinda dominant frequency) and trains CNN, LSTM, or CNN+LST…☆51Updated 2 years ago
- GTZAN Music Genre Dataset Classification☆23Updated 7 years ago
- Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.☆66Updated 4 years ago
- Urban Sound Classification: With Random Forest, SVM, DNN, RNN, and CNN Classifiers☆53Updated 8 years ago
- music genre classification : LSTM vs Transformer☆61Updated 2 years ago
- Audio data augmentation examples☆34Updated 7 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆128Updated 4 years ago
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆75Updated 4 years ago
- Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)☆73Updated 4 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Updated 4 years ago
- An implementation of vggish in keras with tf backend☆119Updated 4 years ago