timsainb / AVGNLinks
A generative network for animal vocalizations. For dimensionality reduction, sequencing, clustering, corpus-building, and generating novel 'stimulus spaces'. All with notebook examples using freely available datasets.
☆70Updated 2 years ago
Alternatives and similar repositories for AVGN
Users that are interested in AVGN are comparing it to the libraries listed below
Sorting:
- Latent and generative models of animal vocalizations for songbirds, mice, primates, humans, cetaceans, etc.☆48Updated 4 years ago
- Simple python algorithms for segmenting animal (songbird, mice) vocalizations into notes and syllables using Dynamic Thresholding and Con…☆27Updated 4 years ago
- Tutorials to learn how to use BioSound (from soundsig)☆24Updated 2 years ago
- Modeling animal vocalizations with VAEs☆18Updated 4 years ago
- Modeling animal vocalizations with variational autoencoders☆24Updated last year
- A library for viewing songbird brain atlases (European starling, Canary, Zebra finch, Pigeon, Mustached bat)☆22Updated 6 years ago
- BioSound and other Sound Signal Processing routines.☆31Updated last month
- A neural network framework for researchers studying acoustic communication☆89Updated last month
- Parameters for the neural network used in Kell, Yamins, Shook, Norman-Haignere, and McDermott. "A task-optimized neural network replicate…☆43Updated last year
- Mice Ultrasonic Profile ExTractor☆11Updated 5 years ago
- This is a Javascript toolbox to perform online rating studies with auditory material.☆18Updated last year
- Generate cochleagrams natively in Python. Ported from Josh McDermott's MATLAB code.☆59Updated 2 years ago
- Tutorial for generating and evaluating latent-space representations of vocalizations using UMAP☆14Updated 3 years ago
- Hybrid convolutional-recurrent neural networks for segmentation of birdsong and classification of elements☆56Updated 2 years ago
- Superlets algorithm for time-frequency analysis implemented in JAX/Python☆39Updated last year
- "Brian Hears" auditory modelling toolbox for the brian2 simulator☆26Updated 4 years ago
- Self-Supervised Noise Embeddings (Self-SNE)☆158Updated 8 months ago
- Analysis of ultrasonic vocalizations from mice using computer vision and machine learning☆27Updated 2 years ago
- Deep Audio Segmenter☆32Updated last month
- A core package for acoustic communication research in Python☆38Updated last month
- A Python Tool for Analysis of Mouse Vocal Communication☆17Updated last year
- Initial repo for behavioral analyses☆10Updated 3 years ago
- Inner ear models for Python☆115Updated last year
- Blind source separation based on the probabilistic tensor factorisation framework☆47Updated 7 years ago
- Acoustic camera system for measuring ultrasound communication in rodents☆22Updated last year
- An algorithm for unsupervised discovery of sequential structure☆28Updated 7 years ago
- MATLAB code for Audapter☆16Updated 2 years ago
- Python library to make bird song analysis, usually made with Sound Analysis Pro☆15Updated 3 years ago
- ☆74Updated 3 years ago
- python package for operant conditioning☆14Updated last year