audiomentations
Audiomentations is a Python library providing audio data augmentation tools for deep learning models. It operates on CPUs and supports mono and multichannel audio, adapting to frameworks such as Tensorflow/Keras and Pytorch. The library offers functions like Gaussian noise addition, pitch shift, and time stretch, vital for optimizing audio-based AI systems. Widely recognized for its success in Kaggle competitions, it is a preferred tool among top audio tech companies. The comprehensive documentation and examples ensure ease of integration and application in diverse projects.
