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 4 years ago
Related projects: ⓘ
- Multi class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to id…☆64Updated 3 years ago
- Sound-based Bird Classification - using AI, acoustics and ornithology to classify birds in the environment, an environmental awareness pr…☆85Updated last month
- A list of useful resources in the bird sound (song and calls) recognition, such as datasets, papers, links to open source projects and co…☆231Updated 11 months ago
- Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.☆120Updated 11 months ago
- The 2018 LifeCLEF bird identification task baseline system.☆49Updated 2 years ago
- Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.☆65Updated 7 months ago
- Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)☆58Updated last year
- Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.☆164Updated 6 months ago
- Sound Classification using Neural Networks☆47Updated last year
- Code for searching the www.xeno-canto.org bird sound database, and training a machine learning model to classify birds according to their…☆27Updated 5 years ago
- Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.☆38Updated 2 years ago
- Urban Sound Classification : striving towards a fair comparison☆15Updated 3 years ago
- Classify daily life events using audio data.☆47Updated 4 years ago
- Library of TensorFlow layers for audio data processing and data augmentation☆20Updated 2 years ago
- Urban sounds classification with Covnolutional Neural Networks☆36Updated 4 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆70Updated last year
- Machine Learning applied to sound☆234Updated 4 months ago
- Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.☆58Updated 3 years ago
- List of articles related to deep learning applied to music☆91Updated 4 years ago
- Audio classification via transfer learning☆32Updated 4 years ago
- Python wrapper for the xeno-canto.org API to aid in downloading and managing recordings.☆32Updated 6 months ago
- Audio preprocessing framework for Deep Learning audio applications☆123Updated last year
- Acoustic indices in python☆40Updated 9 months ago
- A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn☆142Updated last year
- Fully automated machine learning pipeline for bird sound recognition☆19Updated 2 years ago
- Collection of research papers on cough classification☆35Updated 4 years ago
- Classifying Audio to Emotion☆27Updated 4 years ago
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆49Updated 3 years ago
- Estimating the Age, Height, and Gender of a speaker with their speech signal. https://arxiv.org/pdf/2110.13653.pdf☆57Updated 3 years ago
- Simple real-time Sound Event Detector based on YAMNet and pyaudio.☆21Updated 4 years ago