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Understand Python zip(*): Unzipping a Sequence with Examples – Python Tutorial

python zip function

Python zip() function can pack a list of sequence to a python list. However, how about zip(*) in python? In this tutorial, we will use some examples to show you how to use it.

Category: Python

Understand tf.clip_by_global_norm(): Clip Values of Tensors – TensorFlow Tutorial

an introduction to tf.clip_by_global_norm()

In this tutorial, we will use an example to help you understand tf.clip_by_global_norm() correctly.

Category: TensorFlow

An Introduction to GE2E Loss for Beginners – Deep Learning Tutorial

An Introduction to GE2E Loss

GE2E loss is proposed in paper << GENERALIZED END-TO-END LOSS FOR SPEAKER VERIFICATION>>. In this tutorial, we will introduce it for some beginners.

Category: Machine Learning

Compute Model Trainable Variables Count or Memory Size in TensorFlow – TensorFlow Tutorial

Compute Model Trainable Variables Count or Memory Size in TensorFlow - TensorFlow Tutorial

In this tutorial, we will introduce you how to compute model trainable variable count and estimate memory used in a tensorflow model.

Category: TensorFlow

Convert Mel-spectrogram to WAV Audio Using WaveRNN – Python Tutorial

Steps to Convert Mel-spectrogram to WAV Audio Using WaveRNN – Python Tutorial

WaveRNN is a vocoder, it can convert mel-spectrogram to wav file. In this tutorial, we will introduce you how to do.

Category: TensorFlow

Convert Mel-spectrogram to WAV Audio Using Griffin-Lim in Python – Python Tutorial

Compute and Display Audio Mel-spectrogram in Python - Python Tutorial

In python, we can use vocoder to convert mel-spectrogram to WAV audio, for example: wavenet, wavernn, fftnet or griffin-lim et al. In this tutorial, we will introduce how to use griffin-lim to convert in python.

Category: Python

Implement Post-Net in Text to Speech Using TensorFlow – TensorFlow Tutorial

Implement Post-Net in Text to Speech Using TensorFlow - TensorFlow Tutorial

Post-Net is also called post-network. In this tutorial, we will introduce you how to implement it using tensorflow.

Category: TensorFlow

Extract F0 (Fundamental Frequency) From an Audio in Python: A Step Guide – Python Tutorial

Extract F0 (Fundamental Frequency) From an Audio in Python - A Step Guide - Python Tutorial

F0 is also called fundamental frequency, it can be used to distinguish the emotion of different persons. In this tutorial, we will introduce you how to extract it.

Category: Python

Understand Frame Rate of the Mel-spectrogram in Audio – Librosa Tutorial

Understand Frame Rate of the Mel-spetrogram in Audio - Librosa Tutorial

In this tutorial, we will introduce how to compute the frame rate of the mel-spectrogram using python librosa.

Category: Python

Understand TensorFlow tf.layers.conv1d() with Examples – TensorFlow Tutorial

Understand TensorFlow tf.layers.conv1d() with Examples - TensorFlow Tutorial

tf.layers.conv1d() can build a 1D convolution layer easily. In this tutorial, we will use some examples to show you how to use this function correctly.

Category: TensorFlow
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