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A curated list of awesome self-supervised methods

6,068 818 Updated Jul 3, 2024

A dataset of datasets for learning to learn from few examples

Jupyter Notebook 749 139 Updated May 24, 2024

SincNet is a neural architecture for efficiently processing raw audio samples.

Python 1,116 261 Updated Apr 28, 2021

Drag and drop source/target for X

C 1,264 42 Updated Apr 22, 2023

An extremely fast Python package installer and resolver, written in Rust.

Rust 15,335 448 Updated Jul 23, 2024

MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.

Jupyter Notebook 87 20 Updated Jul 21, 2024

iNatSounds Dataset

Python 5 Updated Jul 3, 2024

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

Jupyter Notebook 5,577 733 Updated Jul 21, 2024

This repo contains the evaluation code for the INQUIRE benchmark

Python 8 Updated Jun 17, 2024

Wasp Nest IoT Monitoring System

Python 1 Updated Jun 20, 2024

Making it easier to build stable, trustworthy data-science pipelines based on the PCS framework.

Jupyter Notebook 64 6 Updated Feb 12, 2024

Music Audio Representation Benchmark for Universal Evaluation

Python 78 3 Updated May 16, 2024
Python 157 37 Updated Jul 22, 2024

A python api for BirdNET-Lite and BirdNET-Analyzer

Python 38 13 Updated Jul 4, 2024

PyTorch implementation of VQ-VAE + WaveNet by [Chorowski et al., 2019] and VQ-VAE on speech signals by [van den Oord et al., 2017]

Python 263 53 Updated Aug 13, 2019
Python 330 65 Updated Mar 8, 2024

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Python 3,230 256 Updated Jul 23, 2024

an accessor for xarray objects that interprets CF attributes

Python 153 39 Updated Jul 18, 2024

Scripts for: Automated speech detection in eco-acoustic data enables privacy protection and human disturbance quantification.

Python 11 1 Updated Oct 19, 2022

The official implementation of A-CPD from the paper "From Weak to Strong Sound Event Labels using Adaptive Change-Point Detection and Active Learning".

Python 2 Updated May 29, 2024

Official repository for the paper TRIDENT: Transductive Decoupled Variational Inference for Few Shot Classification

Python 39 4 Updated Mar 25, 2023

Collection of audio-focused loss functions in PyTorch

Python 696 68 Updated May 22, 2024

Python version of http:https://www.ee.columbia.edu/ln/rosa/matlab/gammatonegram/

Python 14 3 Updated Oct 15, 2018

A library built for easier audio self-supervised training, downstream tasks evaluation

Python 74 8 Updated Jul 9, 2024

An extremely fast Python linter and code formatter, written in Rust.

Rust 29,248 954 Updated Jul 23, 2024

Web application for ecoacoustics to manage, navigate, visualise, annotate, and analyse soundscape recordings.

JavaScript 19 3 Updated Apr 1, 2024

Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python.

Python 2,533 51 Updated Jul 23, 2024

A new markup-based typesetting system that is powerful and easy to learn.

Rust 31,316 840 Updated Jul 23, 2024

Mixing an audio file with a noise file at any Signal-to-Noise Ratio (SNR)

Python 211 74 Updated Jul 31, 2023

A simple library for Fréchet Audio Distance (FAD) calculation

Python 121 16 Updated Jul 18, 2024
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