UCSD-E4E / PyHa
A repo designed to convert audio-based "weak" labels to "strong" intraclip labels. Provides a pipeline to compare automated moment-to-moment labels to human labels. Methods range from DSP based foreground-background separation, cross-correlation based template matching, as well as bird presence sound event detection deep learning models!
☆18Updated 4 months ago
Alternatives and similar repositories for PyHa
Users that are interested in PyHa are comparing it to the libraries listed below
Sorting:
- UCSD Engineers for Exploration Project meant to process and cluster Peruvian Amazon Rainforest audio data☆12Updated last year
- Pyrenote, the Audio Labeling System for Acoustics Specifies Identification Project, is built to generate human moment-to-moment labels on…☆16Updated 10 months ago
- ☆57Updated 10 months ago
- PyTorch implementation of the LEAF audio frontend☆73Updated 2 years ago
- The 2018 LifeCLEF bird identification task baseline system.☆51Updated 3 years ago
- Open-source and modular toolbox for quantitative soundscape analysis in Python☆115Updated this week
- Pre-trained models for bioacoustic classification tasks☆43Updated 3 weeks ago
- Baseline of DCASE 2020 task 4☆43Updated 2 years ago
- Python wrapper for the xeno-canto.org API to aid in downloading and managing recordings.☆41Updated last year
- Regularized Contrastive Learning for Few-shot Bioacoustic Sound Event Detection (ICASSP 2024)☆9Updated 11 months ago
- Reproducability code for "Characterizing soundscapes across diverse ecosystems using a universal acoustic feature set" (Sethi et. al. 202…☆13Updated 4 years ago
- Unsupervised classification to improve the quality of a bird song recording dataset. https://doi.org/10.1016/j.ecoinf.2022.101952☆26Updated last month
- Evaluation toolbox for Sound Event Detection☆147Updated 11 months ago
- Open source, scalable software for the analysis of bioacoustic recordings☆164Updated last week
- Data processing and training pipeline for classifying bird species by sound☆11Updated 3 weeks ago
- Audio Annotation Tool for ML development☆62Updated last month
- Repo associated to the DESED dataset, download and creation of data☆139Updated 10 months ago
- Collection of DCASE related datasets☆15Updated 6 months ago
- ☆92Updated 2 years ago
- A collection of utilities for Detection and Classification of Acoustic Scenes and Events☆130Updated last month
- This repository gathers the list of online publicly available bioacoustics datasets that can be used together with deep learning.☆32Updated last week
- Single and multichannel sound event detection using convolutional recurrent neural networks. DCASE 2017 real-life sound event detection w…☆191Updated 2 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…☆67Updated 4 years ago
- Source code of the TUCMI submission to BirdCLEF2017☆41Updated 7 years ago
- A benchmark dataset collection for bird sound classification☆49Updated 2 weeks ago
- Domestic environment sound event detection task☆143Updated 11 months ago
- Hainan gibbon passive accoustic classifier.☆3Updated 2 years ago
- Thomas Grill's "bulbul" bird audio detection system, adapted for DCASE 2018☆32Updated 6 years ago
- Hybrid convolutional-recurrent neural networks for segmentation of birdsong and classification of elements☆53Updated 2 years ago
- ☆88Updated last year