m-kortas / Sound-based-bird-species-detectionLinks
Sound-based Bird Classification - using AI, acoustics and ornithology to classify birds in the environment, an environmental awareness project (Web Application, Flask, Python)
☆96Updated 4 months ago
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
Sorting:
- Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)☆60Updated 2 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆74Updated 2 years ago
- Audio classification is a popular topic, here I implement several models using TenserFlow and Keras.☆24Updated 4 years ago
- Library of TensorFlow layers for audio data processing and data augmentation☆20Updated 3 years ago
- We'll look into audio categorization using deep learning principles like Artificial Neural Networks (ANN), 1D Convolutional Neural Networ…☆47Updated 3 years ago
- Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.☆70Updated last year
- Multi class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to id…☆67Updated 4 years ago
- 6th place solution to Freesound Audio Tagging 2019 kaggle competition☆25Updated 5 years ago
- Sound Classification using Neural Networks☆50Updated 2 years ago
- SELD-TCN: Sound Event Detection & Localization via Temporal Convolutional Network | Python w/ Tensorflow☆64Updated 4 years ago
- Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.☆37Updated 3 years ago
- CNN 1D vs 2D audio classification☆104Updated 6 years ago
- Official repository: Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrain…☆41Updated last year
- This repository contains the code related to the paper 'DENet: a deep architecture for audio surveillance applications'.☆42Updated last year
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆76Updated 4 years ago
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆48Updated 3 years ago
- ☆7Updated 4 years ago
- Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.☆175Updated last year
- Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.☆124Updated 7 months ago
- Audio classification via transfer learning☆33Updated 5 years ago
- ☆93Updated 2 years ago
- PyTorch transcribed audioset classifier, including VGGish and YAMNet, along with utils to manipulate autioset category ontology.☆81Updated 3 months ago
- This repository contains a sample on how to perform anomaly detection on machine sounds (based on the MIMII Dataset) leveraging several a…☆59Updated 4 years ago
- ☆31Updated 2 years ago
- Environmental sound classification using Deep Learning with extracted features☆165Updated 5 years ago
- ☆25Updated 6 years ago
- Data repository of Project Coswara☆188Updated 2 years ago
- Composing General Audio Representation by Fusing Multilayer Features of a Pre-trained Model☆26Updated 2 years ago
- An implementation of Conformer: Convolution-augmented Transformer for Speech Recognition, a Transformer Variant in TensorFlow/Keras☆44Updated 3 years ago
- PyTorch implementation of the 1D-Triplet-CNN neural network model described in Fusing MFCC and LPC Features using 1D Triplet CNN for Spea…☆29Updated 5 years ago