DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

At a granular level, PyTorch is a library that consists of the following components:. A replacement for NumPy to use the power of GPUs. A deep learning research platform that provides maximum flexibility and speed. 

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

🤗 Transformers provides thousands of pretrained models to perform tasks on different modalities such as text, vision, and audio. 📝 Text, for tasks like text classification, information extraction, question answering, summarization, translation, text generation, in over 100 languages. 🖼️ Images, for tasks like image classification, object detection, and segmentation. 🗣️ Audio, for tasks like speech recognition and audio classification. 

SoundFile is an audio library based on libsndfile, CFFI, and NumPy

Audio Analytics

Machine Learning

DeepSpeechby mozilla

DeepSpeechby mozilla

pytorchby pytorch

pytorchby pytorch

transformersby huggingface

transformersby huggingface

Audio Tools

python-soundfileby bastibe

python-soundfileby bastibe