wimlds-trojmiasto / birdsLinks
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.
☆51Updated 6 years ago
Alternatives and similar repositories for birds
Users that are interested in birds are comparing it to the libraries listed below
Sorting:
- Code for YouTube series: Deep Learning for Audio Classification☆580Updated 2 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…☆256Updated 2 years ago
- Sound Classification using Neural Networks☆50Updated 2 years ago
- Sound-based Bird Classification - using AI, acoustics and ornithology to classify birds in the environment, an environmental awareness pr…☆100Updated last month
- Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.☆175Updated last year
- Machine Learning applied to sound☆285Updated 6 months ago
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆79Updated 5 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…☆69Updated 4 years ago
- Collection of research papers on cough classification☆40Updated 5 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆425Updated 2 years ago
- Udacity 2018 Machine Learning Nanodegree Capstone project☆146Updated 7 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆143Updated 4 years ago
- Data repository of Project Coswara☆195Updated 2 years ago
- Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.☆129Updated last year
- Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.☆73Updated last year
- Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)☆60Updated 2 years ago
- Code for the "PyTorch for Audio + Music Processing" series on The Sound of AI YouTube channel.☆268Updated 3 years ago
- Urban sounds classification with Covnolutional Neural Networks☆37Updated 6 years ago
- Urban Sound Classification : striving towards a fair comparison☆17Updated 5 years ago
- ☆90Updated 3 years ago
- Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.☆72Updated 4 years ago
- Identifying people from small audio fragments☆170Updated 5 years ago
- Classify daily life events using audio data.☆53Updated 5 years ago
- Speaker Identification System (upto 100% accuracy); built using Python 2.7 and python_speech_features library☆212Updated 5 years ago
- List of articles related to deep learning applied to music☆98Updated 6 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆76Updated 3 years ago
- CNN 1D vs 2D audio classification☆105Updated 6 years ago
- We'll look into audio categorization using deep learning principles like Artificial Neural Networks (ANN), 1D Convolutional Neural Networ…☆51Updated 3 years ago
- Deep Learning - one shot learning for speaker recognition using Filter Banks☆170Updated last year
- ☆117Updated 5 years ago