NeMo on the NVIDIA Technical blog in 2022¶

The following blog posts were published by the NeMo team on the NVIDIA Technical blog in 2022.

August 2022¶

• Solving Automatic Speech Recognition Deployment Challenges

September 2022¶

• Simplifying Model Development and Building Models at Scale with PyTorch Lightning and NGC

Based on work accepted to Interspeech 2022:

• Improving Japanese Language ASR by Combining Convolutions with Attention Mechanisms
• Changing CTC Rules to Reduce Memory Consumption in Training and Decoding
• Dynamic Scale Weighting Through Multiscale Speaker Diarization
• Text Normalization and Inverse Text Normalization with NVIDIA NeMo

October 2022¶

• Building an Automatic Speech Recognition Model for the Kinyarwanda Language
• Making an NVIDIA Riva ASR Service for a New Language

November 2022¶

• Deploying a 1.3B GPT-3 Model with NVIDIA NeMo Megatron
• Speech Recognition: Generating Accurate Domain-Specific Audio Transcriptions Using NVIDIA Riva

December 2022¶

• Training and Tuning Text-to-Speech with NVIDIA NeMo and W&B
• Deep Learning is Transforming ASR and TTS Algorithms