DEVELOPER BLOG

Tag: Speech

AI / Deep Learning

Extracting Features from Multiple Audio Channels with Kaldi

In automatic speech recognition (ASR), one widely used method combines traditional machine learning with deep learning. In ASR flows of this type… 13 MIN READ
AI / Deep Learning

How to Deploy Real-Time Text-to-Speech Applications on GPUs Using TensorRT

Conversational AI is the technology that allows us to communicate with machines like with other people. With the advent of sophisticated deep learning models… 13 MIN READ
AI / Deep Learning

NVIDIA Developer Blog 2019 Highlights

We published nearly 100 technical blogs this year on the NVIDIA Developer Blog to help developers across a variety of industries develop their GPU-accelerated… 4 MIN READ
AI / Deep Learning

How to Build Domain Specific Automatic Speech Recognition Models on GPUs

In simple terms, conversational AI is the use of natural language to communicate with machines. Deep learning applications in conversational AI are growing… 10 MIN READ
AI / Deep Learning

Develop Smaller Speech Recognition Models with NVIDIA’s NeMo Framework

As computers and other personal devices have become increasingly prevalent, interest in conversational AI has grown due to its multitude of potential… 7 MIN READ
AI / Deep Learning

Pretraining BERT with Layer-wise Adaptive Learning Rates

Training with larger batches is a straightforward way to scale training of deep neural networks to larger numbers of accelerators and reduce the training time. 10 MIN READ