NVIDIA NeMo User Guide

Getting Started

• Introduction
  • Requirements
  • Quick Start
  • Installation
  • FAQ
  • Contributing
  • License
• Tutorials

NeMo Core

• NeMo Models
  • Basics
  • Pretrained
  • Training
  • Configuration
  • Optimization
  • Save and Restore
• Experiment Manager
• Neural Modules
• Neural Types
  • Motivation
  • NeuralType class
  • Type Comparison Results
  • Examples
• Core APIs
  • Base class for all NeMo models
  • Base Neural Module class
  • Neural Type classes
  • Experiment manager

Automatic Speech Recognition

• Automatic Speech Recognition (ASR)
  • Models
  • Datasets
  • Checkpoints
  • NeMo ASR Configuration Files
  • NeMo ASR collection API
  • Resource and Documentation Guide
• Speech Classification
  • Models
  • Datasets
  • Checkpoints
  • NeMo Speech Classification Configuration Files
  • Resource and Documentation Guide
• Speaker Recognition (SR)
  • Models
  • NeMo ASR Configuration Files
  • Datasets
  • Checkpoints
  • Resource and Documentation Guide
• Speaker Diarization
  • Models
  • Datasets
  • Checkpoints
  • NeMo Speaker Diarization Configuration Files
  • NeMo Speaker Diarization API
  • Resource and Documentation Guide

Natural Language Processing

• Natural Language Processing (NLP)
  • Models
  • Megatron-LM for Downstream Tasks
  • NeMo NLP collection API

Text To Speech

• Speech Synthesis (TTS)
  • Available Models
  • Base Classes
  • Training

Common

• Common Collection
  • Tokenizers
  • Losses
  • Metrics

Tools

• NeMo Tools
  • Dataset Creation Tool Based on CTC-Segmentation
  • Speech Data Explorer
  • Text Normalization