Tutorials

The best way to get started with NeMo is to checkout one of our tutorials.

Most NeMo tutorials can be run on Google’s Colab.

To run tutorials:

• Click on Colab link (see table below)

• Connect to an instance with a GPU (Runtime -> Change runtime type -> select “GPU” for hardware accelerator)

Tutorials

Domain	Title	GitHub URL
General	Getting Started: Exploring Nemo Fundamentals	NeMo Fundamentals
General	Getting Started: Sample Conversational AI application	Audio translator example
General	Getting Started: Voice swap application	Voice swap example
General	Exploring NeMo Model Construction	NeMo Models
ASR	ASR with NeMo	ASR with NeMo
ASR	ASR with Subword Tokenization	ASR with Subword Tokenization
ASR	Offline ASR Inference with Beam Search and External Language Model Rescoring	Offline ASR
ASR	Online ASR inference with Microphone	Online ASR Microphone
ASR	Speech Commands	Speech Commands
ASR	Online and Offline Speech Commands Inference	Online Offline Microphone Speech Commands
ASR	Voice Activiy Detection (VAD)	Voice Activiy Detection
ASR	Online and Offline VAD Inference	Online Offline Microphone VAD
ASR	Speaker Recognition and Verification	Speaker Recognition and Verification
ASR	Speaker Diarization Inference	Speaker Diarization Inference
ASR	ASR with Speaker Diarization	ASR with Speaker Diarization
ASR	Online Noise Augmentation	Online Noise Augmentation
NLP	Using Pretrained Language Models for Downstream Tasks	Pretrained Language Models for Downstream Tasks
NLP	Exploring NeMo NLP Tokenizers	NLP Tokenizers
NLP	Text Classification (Sentiment Analysis) with BERT	Text Classification (Sentiment Analysis)
NLP	Question Answering with SQuAD	Question Answering Squad
NLP	Token Classification (Named Entity Recognition)	Token Classification: Named Entity Recognition
NLP	Joint Intent Classification and Slot Filling	Joint Intent and Slot Classification
NLP	GLUE Benchmark	GLUE Benchmark
NLP	Punctuation and Capitalization	Punctuation and Capitalization
NLP	Named Entity Recognition - BioMegatron	Named Entity Recognition - BioMegatron
NLP	Relation Extraction - BioMegatron	Relation Extraction - BioMegatron
TTS	Speech Synthesis	TTS Inference
TTS	Speech Synthesis	Tacotron2 Training
Tools	CTC Segmentation	CTC Segmentation
Tools	Text Normalization for Text To Speech	Text Normalization