wimlds-trojmiasto / birds
Polish bird species recognition - Bird song analysis and classification with MFCC and CNNs. Trained on EfficientNets with final score 0.88 AUC. Women in Machine Learning & Data Science project.
☆49Updated 5 years ago
Alternatives and similar repositories for birds:
Users that are interested in birds are comparing it to the libraries listed below
- 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
- Sound-based Bird Classification - using AI, acoustics and ornithology to classify birds in the environment, an environmental awareness pr…☆94Updated last month
- The 2018 LifeCLEF bird identification task baseline system.☆51Updated 3 years ago
- Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.☆68Updated last year
- Urban Sound Classification : striving towards a fair comparison☆17Updated 4 years ago
- A list of useful resources in the bird sound (song and calls) recognition, such as datasets, papers, links to open source projects and co…☆243Updated last year
- Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.☆174Updated last year
- Sound Classification using Neural Networks☆50Updated 2 years ago
- Machine Learning applied to sound☆269Updated 11 months ago
- Machine learning model for bird songs recognition☆42Updated 5 years ago
- Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.☆66Updated 4 years ago
- Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.☆123Updated 4 months ago
- Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)☆60Updated 2 years ago
- Classify daily life events using audio data.☆51Updated 5 years ago
- Code for searching the www.xeno-canto.org bird sound database, and training a machine learning model to classify birds according to their…☆27Updated 6 years ago
- A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn☆143Updated 2 years ago
- Simple real-time Sound Event Detector based on YAMNet and pyaudio.☆22Updated 5 years ago
- Code for the "PyTorch for Audio + Music Processing" series on The Sound of AI YouTube channel.☆252Updated 2 years ago
- Collection of research papers on cough classification☆39Updated 4 years ago
- Urban sounds classification with Covnolutional Neural Networks☆36Updated 5 years ago
- Python wrapper for the xeno-canto.org API to aid in downloading and managing recordings.☆41Updated last year
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆75Updated 4 years ago
- Open-source and modular toolbox for quantitative soundscape analysis in Python☆115Updated 2 weeks ago
- Audio preprocessing framework for Deep Learning audio applications☆124Updated 2 years ago
- 📁 This repo makes it easy to download the raw audio files from AudioSet (32.45 GB, 632 classes).☆102Updated last year
- Udacity 2018 Machine Learning Nanodegree Capstone project☆146Updated 6 years ago
- Fully automated machine learning pipeline for bird sound recognition☆25Updated 2 years ago
- Audio classification via transfer learning☆33Updated 5 years ago
- ☆29Updated 6 years ago
- A TFLite-compatible fork of YAMNet from tensorflow/models☆29Updated 4 years ago