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Fix librosa.load() is greater than 1.0 – Python Librosa Tutorial

Fix librosa.load() is greater than 1.0 - Python Librosa Tutorial

In this tutorial, we will introduce a method to fix the value of librosa.load() is greater than 1.0. You can learn how to do from our solution.

Category: Python

Fix Python webrtcvad Installation “basetsd.h”: No such file or directory on Win 10 – Python Tutorial

Fix Python webrtcvad Installation “basetsd.h”: No such file or directory - Python Tutorial

When we are installing python webrtcvad package on win 10, we may get “basetsd.h”: No such file or directory error. In this tutorial, we will introduce you how to fix it.

Category: Python

Understand torch.nn.Conv2d() with Examples – PyTorch Tutorial

The output of torch.nn.Conv2d

In this tutorial, we will introduce how to use torch.nn.Conv2d() with some examples. This function is widely used in CNN networks.

Category: PyTorch

Understand numpy.array_split(): Split an Array into Multiple Sub-arrays – NumPy Tutorial

Understand numpy.array_split(): Split an Array into Multiple Sub-arrays - NumPy Tutorial

In this tutorial, we will introduce numpy.array_split() function, which can split an array into multiple sub-arrays. Here, we will use some examples to show you how to use it correctly.

Category: NumPy

Matplotlib Plot a Bar with a Dictionary {x:y}: A Step Guide – Matplotlib Tutorial

Matplotlib Plot a Bar with a Dictionary - A Step Guide - Matplotlib Tutorial

In python, we often save some data with a dictionary, which is very good to save data what contains label:number. In this tutorial, we will introduce you how to plot a bar chart with this dictionary using python matplotlib.

Category: Matplotlib

Implement Chinese Text Normalization for TTS and ASR – Python Speech Processing

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.

Category: Machine Learning

How to Build Test Set for Speaker Verification – Machine Learning Tutorial

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.

Category: Machine Learning

An Introduction to Channel-wise Squeeze-Excitation Module (SE Module) – Machine Learning Tutorial

A Squeeze-and-Excitation block

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.

Category: Machine Learning

Understand torch.nn.AdaptiveAvgPool1d() with Examples in PyTorch – PyTorch Tutorial

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.

Category: PyTorch

Get Random N Pairs From a Dictionary in Python – Python Tutorial

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.

Category: Python
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