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Getting Started
Introduction
NeMo Fundamentals
Why NeMo?
Tutorials
Training
Parallelisms
Mixed Precision Training
Model Checkpoints
Checkpoints
APIs
NeMo APIs
NeMo Models
Neural Modules
Experiment Manager
Neural Types
Adapters
Adapter Components
Adapters API
NeMo Core APIs
NeMo Common Collection API
Callbacks
Losses
Metrics
Tokenizers
Data
S3 Checkpointing
NeMo ASR API
NeMo TTS API
NeMo Audio API
Collections
NeMo Collections
Automatic Speech Recognition (ASR)
Models
Datasets
ASR Language Modeling and Customization
NGPU-LM (GPU-based N-gram Language Model) Language Model Fusion
Neural Rescoring
N-gram Language Model Fusion
Scripts for building and merging N-gram Language Models
Word Boosting
Checkpoints
Scores
NeMo ASR Configuration Files
NeMo ASR API
All Checkpoints
Canary Chunked and Streaming Decoding
Example With MCV
Speech Classification
Models
Datasets
Checkpoints
NeMo Speech Classification Configuration Files
Resource and Documentation Guide
Speaker Recognition (SR)
Models
NeMo Speaker Recognition Configuration Files
Datasets
Checkpoints
NeMo Speaker Recognition API
Resource and Documentation Guide
Speaker Diarization
Models
Datasets
Checkpoints
End-to-End Speaker Diarization Configuration Files
NeMo Speaker Diarization API
Resource and Documentation Guide
Speech Self-Supervised Learning
Models
Datasets
Checkpoints
NeMo SSL Configuration Files
NeMo SSL collection API
Resources and Documentation
Speech Intent Classification and Slot Filling
Models
Datasets
Checkpoints
NeMo Speech Intent Classification and Slot Filling Configuration Files
NeMo Speech Intent Classification and Slot Filling collection API
Resources and Documentation
Text-to-Speech (TTS)
Models
Data Preprocessing
Checkpoints
NeMo TTS Configuration Files
Grapheme-to-Phoneme Models
Magpie-TTS
Magpie-TTS Preference Optimization
Magpie-TTS Longform Inference
Speech and Audio Processing
Models
Datasets
Checkpoints
NeMo Audio Configuration Files
NeMo Audio API
SpeechLM2
Models
Datasets
Configuration Files
Training and Scaling
Speech AI Tools
Speech AI Tools
NeMo Forced Aligner (NFA)
Dataset Creation Tool Based on CTC-Segmentation
Speech Data Explorer
Comparison tool for ASR Models
ASR Evaluator
Speech Data Processor
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.pdf
NeMo SSL collection API
Contents
Model Classes
Mixins
NeMo SSL collection API
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Model Classes
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Mixins
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Contents
Model Classes
Mixins
