logo

Getting Started

  • Introduction
  • Tutorials
  • Best Practices

NeMo Core

  • NeMo Models
  • Experiment Manager
  • Neural Types
  • Exporting NeMo Models
  • Adapters
    • Adapter Components
    • Adapters API
  • Core APIs

Speech Processing

  • Automatic Speech Recognition (ASR)
    • Models
    • Datasets
    • ASR Language Modeling
    • Checkpoints
    • Scores
    • NeMo ASR Configuration Files
    • NeMo ASR collection API
    • Resources and Documentation
  • Speech Classification
    • Models
    • Datasets
    • Checkpoints
    • NeMo Speech Classification Configuration Files
    • Resource and Documentation Guide
  • Speaker Recognition (SR)
    • Models
    • NeMo ASR Configuration Files
    • Datasets
    • Checkpoints
    • NeMo Speaker Recogniton API
    • Resource and Documentation Guide
  • Speaker Diarization
    • Models
    • Datasets
    • Checkpoints
    • NeMo Speaker Diarization Configuration Files
    • NeMo Speaker Diarization API
    • Resource and Documentation Guide
  • Self-Supervised Learning
    • Models
    • Datasets
    • Checkpoints
    • NeMo SSL Configuration Files
    • NeMo SSL collection API
    • Resources and Documentation

Natural Language Processing

  • NeMo Megatron
    • Migrating from Megatron-LM
    • GPT model training
    • Batching
    • Parallelisms
    • Prompt Learning
  • Machine Translation Models
  • (Inverse) Text Normalization
    • WFST-based (Inverse) Text Normalization
      • Text (Inverse) Normalization
      • Deploy to Production with C++ backend
    • Neural Models for (Inverse) Text Normalization
      • Neural Text Normalization Models
      • Thutmose Tagger: Single-pass Tagger-based ITN Model
  • NeMo NLP collection API

Text To Speech

  • Speech Synthesis (TTS)
    • TTS Datasets
    • NeMo TTS Collection API

Common

  • Common Collection

Tools

  • Tools
    • Dataset Creation Tool Based on CTC-Segmentation
    • Speech Data Explorer
Theme by the Executable Book Project
  • .rst

Tasks

Tasks#

NeMo’s NLP collection supports provides the following task-specific models:

  • Punctuation and Capitalization Model
  • Token Classification (Named Entity Recognition) Model
  • Joint Intent and Slot Classification
  • Text Classification model
  • BERT
  • Language Modeling
  • Question Answering
  • Supported Tasks
  • Module Design
  • Configuration
  • Data Format
  • Downloading Datasets
  • Training, Validation, Testing
  • GLUE Benchmark
  • Information Retrieval
  • Entity Linking
  • Model NLP

By NVIDIA CORPORATION
© Copyright © 2021-2022 NVIDIA Corporation & Affiliates. All rights reserved..
Last updated on Aug 12, 2022.