A list of useful resources in the bird sound (song and calls) recognition, such as datasets, papers, links to open source projects and competitions
☆261Sep 28, 2023Updated 2 years ago
Alternatives and similar repositories for bird-recognition-review
Users that are interested in bird-recognition-review are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The 2018 LifeCLEF bird identification task baseline system.☆52Dec 30, 2021Updated 4 years ago
- A pre-trained deep learning system for detecting bird flight calls in continuous recordings☆103Jun 17, 2024Updated last year
- Sound-based Bird Classification - using AI, acoustics and ornithology to classify birds in the environment, an environmental awareness pr…☆102Apr 14, 2026Updated last month
- Code for searching the www.xeno-canto.org bird sound database, and training a machine learning model to classify birds according to their…☆28Mar 17, 2019Updated 7 years ago
- 1st Place solution to the Cornell Birdcall Identification competition.☆155Sep 19, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆38Updated this week
- BirdNET analyzer for scientific audio data processing.☆1,572Updated this week
- Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.☆129Dec 10, 2024Updated last year
- ☆18Jan 26, 2021Updated 5 years ago
- Software (with Kivy GUI) for semi-automated segmentation and analysis of birdsongs or other acoustic signals.☆11Jan 22, 2020Updated 6 years ago
- Bird Identification Quiz + Webscraping☆23Aug 23, 2022Updated 3 years ago
- BirdCLEF 2021 - Birdcall Identification 4th place solution☆51Jun 3, 2021Updated 5 years ago
- Machine learning tools for acoustic bird detection☆49Oct 15, 2020Updated 5 years ago
- BirdNET App for RaspberryPi/BeagleBone.☆13Feb 5, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Software (with Kivy GUI) for semi-automated segmentation and analysis of birdsongs or other acoustic signals.☆16Jan 22, 2020Updated 6 years ago
- BirdCLEF 2018 implementation☆15May 3, 2019Updated 7 years ago
- Stanford CS230 Win2018 project☆29Jul 2, 2022Updated 3 years ago
- PyTorch implementation of the LEAF audio frontend☆78Mar 29, 2023Updated 3 years ago
- streamline acoustic analysis in R☆62Apr 24, 2026Updated last month
- Hierarchical annotation - line (phrase), syllable, phoneme annotations of the jingju (Beijing opera) a-cappella singing dataset☆21Mar 1, 2017Updated 9 years ago
- Automatic detection of acoustic signals☆18Oct 30, 2025Updated 7 months ago
- a Python machine learning library for animal vocalizations and bioacoustics☆27Nov 23, 2022Updated 3 years ago
- Tools for Analyzing Popularity and Semantic Diversity of a Playlist Dataset☆10Jun 17, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for STFT Transformer used in BirdCLEF 2021 competition.☆82Aug 4, 2021Updated 4 years ago
- Fully automated machine learning pipeline for bird sound recognition☆29Jun 1, 2022Updated 4 years ago
- ☆14Feb 19, 2021Updated 5 years ago
- NEAL (Nature+Energy Audio Labeller) is an open-source interactive audio data annotation tool.☆18Apr 7, 2025Updated last year
- ☆21Feb 2, 2026Updated 4 months ago
- Unsupervised classification to improve the quality of a bird song recording dataset. https://doi.org/10.1016/j.ecoinf.2022.101952☆31Jun 25, 2025Updated 11 months ago
- Official implementation of EfficientLEAF, a learnable audio frontend.☆49Dec 9, 2022Updated 3 years ago
- ☆15Sep 6, 2023Updated 2 years ago
- ☆11Mar 25, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Sound localization software for Python☆15Jun 14, 2023Updated 2 years ago
- PyTorch Dataset for Speech and Music audio☆79Jul 12, 2024Updated last year
- ☆60Jul 2, 2024Updated last year
- A generative network for animal vocalizations. For dimensionality reduction, sequencing, clustering, corpus-building, and generating nove…☆72Dec 27, 2022Updated 3 years ago
- Pre-trained models for bioacoustic classification tasks☆65May 3, 2026Updated last month
- ☆91Jun 21, 2021Updated 4 years ago
- Acoustic indices in python☆52Dec 18, 2023Updated 2 years ago