NVIDIA Technical Blog¶

New Standard for Speech Recognition and Translation from the NVIDIA NeMo Canary Model

Our team is thrilled to announce Canary, a multilingual model that sets a new standard in speech-to-text recognition and translation. Read more about it in our team's post on the NVIDIA Techblog.

Turbocharge ASR Accuracy and Speed with NVIDIA NeMo Parakeet-TDT

Our team is thrilled to announce the latest addition to the Parakeet family — Parakeet TDT. Learn more in our team's post on the NVIDIA Techblog.

Announcing NVIDIA NeMo Parakeet ASR Models for Pushing the Boundaries of Speech Recognition

We announce the release of Parakeet, a family of state-of-the-art automatic speech recognition (ASR) models. Learn more in our team's post on the NVIDIA Techblog.

NeMo on the NVIDIA Technical blog in 2023

The following blog posts have been published by the NeMo team on the NVIDIA Technical blog in 2023.

January 2023

• Autoscaling NVIDIA Riva Deployment with Kubernetes for Speech AI in Production
• Multilingual and Code-Switched Automatic Speech Recognition with NVIDIA NeMo

Based on work accepted to SLT 2022:

• Entropy-Based Methods for Word-Level ASR Confidence Estimation
• Controlled Adaptation of Speech Recognition Models to New Domains

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