GorillaBus / urban-audio-classifier
Urban sounds classification with Covnolutional Neural Networks
☆37Updated 5 years ago
Alternatives and similar repositories for urban-audio-classifier:
Users that are interested in urban-audio-classifier are comparing it to the libraries listed below
- Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)☆59Updated 2 years ago
- Feature extraction of speech signal is the initial stage of any speech recognition system.☆92Updated 4 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆74Updated 2 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…☆66Updated 4 years ago
- Multi-class audio classification with MFCC features using CNN☆28Updated 5 years ago
- Audio classification via transfer learning☆33Updated 5 years ago
- CNN 1D vs 2D audio classification☆104Updated 6 years ago
- ESC: Dataset for Environmental Sound Classification - paper replication data☆77Updated 7 years ago
- Environmental sound classification using Deep Learning with extracted features☆165Updated 5 years ago
- Sound Classification using Neural Networks☆50Updated 2 years ago
- Audio data augmentation examples☆34Updated 6 years ago
- Urban Sound Classification : striving towards a fair comparison☆17Updated 4 years ago
- Classification of environmental sounds using first order statistics and GLCM (Gray-Level Co-Occurrence Matrix ) features of a spectrogram…☆24Updated 4 years ago
- Audio classification is a popular topic, here I implement several models using TenserFlow and Keras.☆24Updated 4 years ago
- Classify daily life events using audio data.☆51Updated 5 years ago
- Baseline method for sound event localization task of DCASE 2020 challenge☆54Updated 4 years ago
- A collection of utilities for Detection and Classification of Acoustic Scenes and Events☆128Updated 9 months ago
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆49Updated 3 years ago
- ☆29Updated 6 years ago
- ☆30Updated 2 years ago
- A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn☆143Updated 2 years ago
- Collection of research papers on cough classification☆38Updated 4 years ago
- Machine Learning Sound Classifier☆135Updated 5 years ago
- Single and multichannel sound event detection using convolutional recurrent neural networks. DCASE 2017 real-life sound event detection w…☆190Updated 2 years ago
- Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)☆72Updated 3 years ago
- A TFLite-compatible fork of YAMNet from tensorflow/models☆29Updated 4 years ago
- Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.☆37Updated 3 years ago
- ☆58Updated 6 years ago
- A two-stage polyphonic sound event detection and localization method for both SED and DOA.☆111Updated 2 years ago
- 6th place solution to Freesound Audio Tagging 2019 kaggle competition☆25Updated 4 years ago