Robust Speech Recognition via Large-Scale Weak Supervision

A high-throughput and memory-efficient inference and serving engine for LLMs

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

💫 Industrial-strength Natural Language Processing (NLP) in Python

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Deezer source separation library including pretrained models.

Fast and memory-efficient exact attention

A TTS model capable of generating ultra-realistic dialogue in one pass.

PyTorch implementations of Generative Adversarial Networks.

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

🦉 Data Versioning and ML Experiments

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translatio…

Serverless Python

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

A PyTorch-based Speech Toolkit

The most widely used Python to C compiler

End-to-End Speech Processing Toolkit

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

Tools for merging pretrained large language models.

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

Fixes mojibake and other glitches in Unicode text, after the fact.

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

Noise supression using deep filtering

An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

Workaround for Intel throttling issues in Linux.

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

Data manipulation and transformation for audio signal processing, powered by PyTorch

AudioLDM: Generate speech, sound effects, music and beyond, with text.