Auido VAD: Remove Silence in WAV Using Python – Python Tutorial
Audio VAD (Voice Activation Detection) can allow us to remove silence in a wav file. In this tutorial, we will introduce how to do.
Python Convert Chinese String to Pinyin: A Step Guide – Python Tutorial
When we are converting chinese string to speech, we may have to convert them to pinyin. In this tutorial, we will introduce you how to do in python.
Step Guide to Unzip .tgz File in Linux – Linux Tutorial
In this tutorial, we will introduce how to unzip .tgz file in linux system. Command tar will be used in terminal.
Build Custom RNN By Inheriting RNNCell in TensorFlow – TensorFlow Tutorial
LSTM, GRU are RNNs. In this tutorial, we will introduce how to build a custom one by inheriting RNNCell if you plan to build a new type of RNN.
Fix Inheriting RNNCell build() ValueError: Initializer for variable is from inside a control-flow construct – TensorFlow Tutorial
In this tutorial, we will introduce how to fix ValueError: Initializer for variable is from inside a control-flow construct, such as a loop or conditional when inheriting tensorflow RNNCell.
An Introduction to Bahdanau Attention for Beginners – Deep Learning Tutorial
In this tutorial, we will introduce what is bahdanau attention mechanism and how to implement it.
Understand __call__() and call() Inheriting From RNNCell in TensorFlow – TensorFlow Tutorial
In this tutorial, we will tell you why some child classes of RNNCell create a __call__(), some classes create call() when building a custom rnn.
Regularizing LSTM at Each Timestep with Zoneout – Deep Learning Tutorial
Zoneout is proposed in paper: Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations. It is also used in Tacotron 2. In this tutorial, we will introduce what it is and how to implement it using tensorflow.
Fix Python IndentationError: unindent does not match any outer indentation level – Python Tutorial
In this tutorial, we will introduce you how to fix IndentationError: unindent does not match any outer indentation level in python script.
Understand Smoothing Normalization in Speech Recognition – Deep Learning Tutorial
Smoothing normalization is proposed in paper: Attention-Based Models for Speech Recognition. In this tutorial, we will introduce how to implement it in tensorflow.