m-kortas / Sound-based-bird-species-detection
Sound-based Bird Classification - using AI, acoustics and ornithology to classify birds in the environment, an environmental awareness project (Web Application, Flask, Python)
☆94Updated last month
Alternatives and similar repositories for Sound-based-bird-species-detection:
Users that are interested in Sound-based-bird-species-detection are comparing it to the libraries listed below
- Polish bird species recognition - Bird song analysis and classification with MFCC and CNNs. Trained on EfficientNets with final score 0.8…☆49Updated 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…☆66Updated 4 years ago
- Sound Classification using Neural Networks☆50Updated 2 years ago
- Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.☆68Updated last year
- Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.☆123Updated 4 months ago
- CNN 1D vs 2D audio classification☆104Updated 6 years ago
- ☆29Updated 6 years ago
- We'll look into audio categorization using deep learning principles like Artificial Neural Networks (ANN), 1D Convolutional Neural Networ…☆44Updated 3 years ago
- Source code of the TUCMI submission to BirdCLEF2017☆41Updated 7 years ago
- ☆46Updated 7 years ago
- Urban Sound Classification: With Random Forest, SVM, DNN, RNN, and CNN Classifiers☆52Updated 7 years ago
- ☆18Updated 4 years ago
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆75Updated 4 years ago
- Urban sounds classification with Covnolutional Neural Networks☆36Updated 5 years ago
- ☆7Updated 3 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆75Updated 2 years ago
- Machine Learning applied to sound☆269Updated 11 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
- Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.☆66Updated 4 years ago
- The 2018 LifeCLEF bird identification task baseline system.☆51Updated 3 years ago
- Audio classification via transfer learning☆33Updated 5 years ago
- Best Collection of Articles and code for Audio Classification☆15Updated 5 years ago
- ☆92Updated 2 years ago
- The aim of the project was to convert an image to speech. An image is processed and segmented to identify the text in the image. Then the…☆14Updated 6 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆46Updated 8 months ago
- Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.☆37Updated 3 years ago
- Machine learning model for bird songs recognition☆42Updated 5 years ago
- Library of TensorFlow layers for audio data processing and data augmentation☆20Updated 3 years ago
- ☆43Updated 7 months ago
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆49Updated 3 years ago