davipatti / birdbrain
Code for searching the www.xeno-canto.org bird sound database, and training a machine learning model to classify birds according to their sounds.
☆27Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for birdbrain
- The 2018 LifeCLEF bird identification task baseline system.☆49Updated 2 years ago
- Python wrapper for the xeno-canto.org API to aid in downloading and managing recordings.☆36Updated 8 months ago
- Acoustic indices in python☆43Updated 11 months 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…☆236Updated last year
- Polish bird species recognition - Bird song analysis and classification with MFCC and CNNs. Trained on EfficientNets with final score 0.8…☆49Updated 4 years ago
- Urban Sound Classification : striving towards a fair comparison☆17Updated 3 years ago
- Thomas Grill's "bulbul" bird audio detection system, adapted for DCASE 2018☆32Updated 6 years ago
- Open-source and modular toolbox for quantitative soundscape analysis in Python☆107Updated 2 months ago
- A pre-trained deep learning system for detecting bird flight calls in continuous recordings☆78Updated 5 months ago
- Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.☆121Updated last year
- ESC: Dataset for Environmental Sound Classification - paper replication data☆76Updated 6 years ago
- DenseNets for the detection of singing birds in audio files☆17Updated 7 years ago
- ☆86Updated 2 years ago
- PyTorch transcribed audioset classifier, including VGGish and YAMNet, along with utils to manipulate autioset category ontology.☆66Updated 3 years ago
- Birdsong classification in noisy environments with Convolutional Neural Networks implemented in Keras Deep Learning library for the BIRDC…☆41Updated 7 years ago
- A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn☆142Updated 2 years ago
- Library of TensorFlow layers for audio data processing and data augmentation☆20Updated 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…☆65Updated 3 years ago
- Python code for bat call detection in full spectrum audio files.☆68Updated last year
- Baseline systems for the FSD50K dataset☆67Updated 3 years ago
- 6th place solution to Freesound Audio Tagging 2019 kaggle competition☆25Updated 4 years ago
- Fully automated machine learning pipeline for bird sound recognition☆23Updated 2 years ago
- Audio preprocessing framework for Deep Learning audio applications☆124Updated last year
- Train a Deep Learning model to classify audio embeddings on IBM's Deep Learning as a Service (DLaaS) platform - Watson Machine Learning☆98Updated last year
- UCSD Engineers for Exploration Project meant to process and cluster Peruvian Amazon Rainforest audio data☆12Updated 7 months ago
- CNN 1D vs 2D audio classification☆104Updated 5 years ago
- Koogu is a Python package for developing and using Machine Learning (ML) solutions in Animal Bioacoustics.☆44Updated last year
- Unsupervised classification to improve the quality of a bird song recording dataset. https://doi.org/10.1016/j.ecoinf.2022.101952☆22Updated this week
- Simple python algorithms for segmenting animal (songbird, mice) vocalizations into notes and syllables using Dynamic Thresholding and Con…☆27Updated 3 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