NeMo Core APIs — NeMo-Speech

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NeMo-Speech - Home

NeMo Speech Inference in 5 Minutes

Key Concepts in Speech AI

Mixed Precision Training

Checkpoint Formats

Lhotse Dataloading

Automatic Speech Recognition (ASR)

ASR Model Checkpoints

ASR Language Modeling and Customization

NGPU-LM (GPU-based N-gram Language Model) Language Model Fusion

N-gram Language Model Fusion

Scripts for building and merging N-gram Language Models

NeMo ASR Configuration Files

Featured Community Checkpoints

Text-to-Speech (TTS)

Data Preprocessing

NeMo TTS Configuration Files

Grapheme-to-Phoneme Models

Magpie-TTS Finetuning

Magpie-TTS Preference Optimization

Magpie-TTS Longform Inference

Configuration Files

Training and Scaling

Speaker Diarization

Speaker Diarization Configuration Files

NeMo Speaker Diarization API

Resource and Documentation Guide

Speaker Recognition (SR)

NeMo Speaker Recognition Configuration Files

NeMo Speaker Recognition API

Resource and Documentation Guide

Speech and Audio Processing

NeMo Audio Configuration Files

Speech Self-Supervised Learning

NeMo SSL Configuration Files

NeMo SSL collection API

Resources and Documentation

Speech Classification

NeMo Speech Classification Configuration Files

Resource and Documentation Guide

NeMo Forced Aligner (NFA)

Dataset Creation Tool Based on CTC-Segmentation

Speech Data Explorer

Comparison tool for ASR Models

Speech Data Processor

Experiment Manager

Adapter Components

NeMo Common Collection API

Base class for all NeMo models#

Register model artifacts with this function. These artifacts (files) will be included inside .nemo file when model.save_to(“mymodel.nemo”) is called.

Base class for all NeMo models#

Register model artifacts with this function. These artifacts (files) will be included inside .nemo file when model.save_to(“mymodel.nemo”) is called.