UCSD-E4E / PyHaLinks
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!
☆21Updated 2 weeks ago
Alternatives and similar repositories for PyHa
Users that are interested in PyHa are comparing it to the libraries listed below
Sorting:
- Pyrenote, the Audio Labeling System for Acoustics Specifies Identification Project, is built to generate human moment-to-moment labels on…☆16Updated last year
- UCSD Engineers for Exploration Project meant to process and cluster Peruvian Amazon Rainforest audio data☆12Updated last year
- ☆60Updated last year
- Multi-class audio classification with MFCC features using CNN☆31Updated 6 years ago
- BioAcoustic Collection Pipeline☆52Updated this week
- Audio classification via transfer learning☆35Updated 6 years ago
- Single and multichannel sound event detection using convolutional recurrent neural networks. DCASE 2017 real-life sound event detection w…☆198Updated 3 years ago
- Gammatone-based spectrograms, using gammatone filterbanks or Fourier transform weightings.☆226Updated 2 years ago
- Baseline of DCASE 2020 task 4☆43Updated 3 years ago
- ☆17Updated last year
- A collection of utilities for Detection and Classification of Acoustic Scenes and Events☆134Updated 10 months ago
- This repository gathers the list of online publicly available bioacoustics datasets that can be used together with deep learning.☆38Updated last week
- ☆101Updated 3 years ago
- PyTorch implementation of our work: Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning (WASPAA 2023)☆31Updated 2 years ago
- Data repository of Project Coswara☆199Updated 2 years ago
- PyTorch implementation of the LEAF audio frontend☆76Updated 2 years ago
- Evaluation toolbox for Sound Event Detection☆157Updated last year
- ☆54Updated 5 years ago
- Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)☆75Updated 4 years ago
- Repo associated to the DESED dataset, download and creation of data☆144Updated last year
- ESC: Dataset for Environmental Sound Classification - paper replication data☆83Updated 8 years ago
- An Animal Independent Deep Learning Framework for Bioacoustic Signal Segmentation and Classification Including a Detailed User-Guide☆44Updated last year
- ☆157Updated 5 years ago
- ☆95Updated 2 years ago
- DCASE 2018 Baseline systems☆130Updated 6 years ago
- AVES: Animal Vocalization Encoder based on Self-Supervision☆137Updated this week
- Generate cochleagrams natively in Python. Ported from Josh McDermott's MATLAB code.☆60Updated 2 years ago
- This code aims at weakly-labeled semi-supervised sound event detection. The code embraces two methods we proposed to solve this task: sp…☆131Updated 5 years ago
- DCASE 2020 Task 2 - Unsupervised Detection of Anomalous Sounds for Machine Condition Monitoring☆61Updated 5 years ago
- The 2018 LifeCLEF bird identification task baseline system.☆52Updated 4 years ago