ksanjeevan / crnn-audio-classificationView external linksLinks
UrbanSound classification using Convolutional Recurrent Networks in PyTorch
☆392Jun 16, 2021Updated 4 years ago
Alternatives and similar repositories for crnn-audio-classification
Users that are interested in crnn-audio-classification are comparing it to the libraries listed below
Sorting:
- ☆231Feb 9, 2020Updated 6 years ago
- Pytorch code for "Rethinking CNN Models for Audio Classification"☆129Mar 25, 2021Updated 4 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆77Oct 11, 2022Updated 3 years ago
- Code for YouTube series: Deep Learning for Audio Classification☆582Feb 6, 2023Updated 3 years ago
- ☆21Mar 8, 2020Updated 5 years ago
- PyTorch Model Parser: Easily define models in .cfg file(s)☆20Mar 8, 2024Updated last year
- Environmental sound classification using Deep Learning with extracted features☆168Jan 22, 2020Updated 6 years ago
- ESC-50: Dataset for Environmental Sound Classification☆1,738Mar 20, 2024Updated last year
- Pytorch port of Google Research's VGGish model used for extracting audio features.☆408Nov 3, 2021Updated 4 years ago
- Kaggle | 1st place solution for Freesound Audio Tagging 2019☆316Jun 22, 2022Updated 3 years ago
- Train a Deep Learning model to classify audio embeddings on IBM's Deep Learning as a Service (DLaaS) platform - Watson Machine Learning☆102Sep 17, 2025Updated 4 months ago
- Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)☆60Mar 24, 2023Updated 2 years ago
- ☆1,662Jul 25, 2024Updated last year
- Deep Learning experiments for audio classification☆148Jul 23, 2017Updated 8 years ago
- Urban sound classification using Deep Learning☆523Sep 12, 2022Updated 3 years ago
- Inspired by the convolutional recurrent neural network(CRNN) and inception, we propose a multiscale time-frequency convolutional recurren…☆23Apr 15, 2020Updated 5 years ago
- Single and multichannel sound event detection using convolutional recurrent neural networks. DCASE 2017 real-life sound event detection w…☆198Jun 21, 2022Updated 3 years ago
- A multi-channel neural network audio classifier using Keras☆268Jul 29, 2021Updated 4 years ago
- 1st place solution to the DCASE 2019 - Task 5 - Urban Sound Tagging☆30Mar 19, 2021Updated 4 years ago
- This repository contains the code related to the paper 'DENet: a deep architecture for audio surveillance applications'.☆42Jul 23, 2023Updated 2 years ago
- Using spectrograms and convolutional neural networks to listen to environment sounds.☆32Jul 23, 2021Updated 4 years ago
- A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn☆145Nov 21, 2022Updated 3 years ago
- Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.☆1,132Nov 24, 2025Updated 2 months ago
- Audio processing by using pytorch 1D convolution network☆1,117Dec 7, 2025Updated 2 months ago
- Audio classification with VGGish as feature extractor in TensorFlow☆131Dec 4, 2021Updated 4 years ago
- The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"☆470Sep 18, 2025Updated 4 months ago
- 8th place solution (on Kaggle) to the Freesound General-Purpose Audio Tagging Challenge (DCASE 2018 - Task 2)☆114Nov 13, 2020Updated 5 years ago
- This code aims at weakly-labeled semi-supervised sound event detection. The code embraces two methods we proposed to solve this task: sp…☆131Jul 24, 2020Updated 5 years ago
- 📊 Easily apply audio-related machine learning models trained on the AudioSet dataset (527+ models/classes).☆31Jun 17, 2024Updated last year
- Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.☆74Feb 1, 2024Updated 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…☆69Jan 8, 2021Updated 5 years ago
- 🎶 dead simple audio classification☆137Nov 14, 2019Updated 6 years ago
- The Pytorch implementation of sound classification supports EcapaTdnn, PANNS, TDNN, Res2Net, ResNetSE and other models, as well as a vari…☆579Dec 17, 2025Updated last month
- A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.☆2,230Dec 27, 2025Updated last month
- Masked ConditionaL Neural Networks☆15Jul 6, 2023Updated 2 years ago
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆79Nov 5, 2020Updated 5 years ago
- Repo associated to the DESED dataset, download and creation of data☆144Jul 16, 2024Updated last year
- Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".☆1,419May 21, 2023Updated 2 years ago
- MusicYOLO framework uses the object detection model, YOLOx, to locate notes in the spectrogram.☆11Jan 29, 2022Updated 4 years ago