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)
☆85Updated last month
Related projects: ⓘ
- 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
- 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
- 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
- Library of TensorFlow layers for audio data processing and data augmentation☆20Updated 2 years 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
- Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)☆58Updated last year
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆70Updated last year
- Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.☆38Updated 2 years ago
- Source code of the TUCMI submission to BirdCLEF2017☆40Updated 7 years ago
- Audio data analysis using Deep Learning.☆29Updated 3 years ago
- Sound Classification using Neural Networks☆47Updated last year
- A TFLite-compatible fork of YAMNet from tensorflow/models☆27Updated 4 years ago
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆49Updated 3 years ago
- Classifying 10 different categories of Sound using Deep Learning.☆24Updated 6 years ago
- Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.☆164Updated 6 months ago
- Simple real-time Sound Event Detector based on YAMNet and pyaudio.☆21Updated 4 years ago
- ☆29Updated last year
- Urban sounds classification with Covnolutional Neural Networks☆36Updated 4 years ago
- ☆49Updated this week
- ☆7Updated 3 years ago
- An implementation of Conformer: Convolution-augmented Transformer for Speech Recognition, a Transformer Variant in TensorFlow/Keras☆42Updated 2 years ago
- Audio classification via transfer learning☆32Updated 4 years ago
- Audio classification is a popular topic, here I implement several models using TenserFlow and Keras.☆22Updated 3 years ago
- CNN 1D vs 2D audio classification☆104Updated 5 years ago
- Multi-class audio classification with MFCC features using CNN☆26Updated 4 years ago
- Urban Sound Classification : striving towards a fair comparison☆15Updated 3 years ago
- 6th place solution to Freesound Audio Tagging 2019 kaggle competition☆25Updated 4 years ago
- Collection of research papers on cough classification☆35Updated 4 years ago
- Classify daily life events using audio data.☆47Updated 4 years ago