Implement Chinese Text Normalization for TTS and ASR – Python Speech Processing
We are building a chinese TTS or ASR system, we should use text normalization. In this tutorial, we will introduce how to do.
How to Build Test Set for Speaker Verification – Machine Learning Tutorial
When we are building a speaker verification model, we have to build a test set to evaluate the performance of our model. For example, you will use this test to compute EER or minDCF.
An Introduction to Channel-wise Squeeze-Excitation Module (SE Module) – Machine Learning Tutorial
The Channel-wise squeeze-excitation module (SE module) has achieved a great success in both computer vision and speech processing fields. In this tutorial, we will introduce it for beginners.
Understand torch.nn.AdaptiveAvgPool1d() with Examples in PyTorch – PyTorch Tutorial
In this tutorial, we will use some examples to show you how to use torch.nn.AdaptiveAvgPool1d() in pytorch, which is very useful when you are building a CNN networks.
Get Random N Pairs From a Dictionary in Python – Python Tutorial
Sometimes, we may need get some random pairs or elements from a python dictionary. In this tutorial, we will use an example to show you how to do.
Understand torch.nn.BatchNorm1d() with Examples – PyTorch Tutorial
In this tutorial, we will use an example to introduce how to use torch.nn.BatchNorm1d() in pytorch. Then, you can use it correctly.
Understand PyTorch F.linear() with Examples – PyTorch Tutorial
In this tutorial, we will use some pytorch examples to show you how to use F.linear() function. This function is widely used in many pytorch scripts.
Determine Similarity Threshold in Voiceprint and Face Recognition – Machine Learning Tutorial
In voiceprint and face recognition, one of the important things is to determine similarity threshold. In this tutorial, we will introduce you how to get this threshold value.
How to Compute EER Metrics in Voiceprint and Face Recognition – Machine Leaning Tutorial
In voiceprint and face recognition, EER is an important metrics. How to compute it? In this tutorial, we will introduce you how to do.
Linux Command for Finding the Number of CPU Processors/Cores – Linux Tutorial
In this tutorial, we will introduce some linux commands for finding how many cpu installed in your linux system. You can use one of them.