This repository contains guidance related to SageMaker AI Projects. SageMaker Projects help organizations set up and sta
Multimodal
Open Source
t
torch-audiomentations Open source
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
Synthetic GenerationFast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
Open-source data tool (MIT license, 1,161★). Source: GitHub (iver56/torch-audiomentations).
From the blog
Avoiding Data Leakage in Synthetic Data Projects
Synthetic data offers vast opportunities for machine learning model training without real-world constraints. Yet, beneath this promise lies the risk of…
Read more →Practical Guide to Scaling Synthetic Data Solutions
Imagine handling a growing machine learning project with increasing demands for training data. Traditional data methods can't keep up, making synthetic…
Read more →Mastering Synthetic Data Generation: From Concepts to Deployment
Synthetic data is more than a trend; it's a crucial tool for building strong AI models, especially when real-world data is scarce, sensitive, or…
Read more →