Text to speech is a process to convert any text into voice. Text to speech project takes words on digital devices and convert them into audio with a button click or finger touch. Text to speech python project is very helpful for people who are struggling with reading. To implement this project, we will use the basic concepts of Python, Tkinter, gTTS, and playsound libraries. The objective of this project is to convert the text into voice with the click of a button.

It's no secret that Python is the trending programming language to implement Natural Language Processing pipelines nowadays. While programming a simple GUI framework is not much of a difficult task in Python, building a modern and nice interface can be a real nightmare, involving external libraries, heavy design tools, and steep learning curves. For instance, frameworks like Tkinter, the only one that's built into the Python standard library, provide fast and easy ways to create GUI applications, but involve enormous boilerplate code and are simply not designed to render good-looking, modern interfaces. That said, Tkinter can be useful to manage the early stages of development and to create simple dashboards to monitor or tune the parameters of our models. For everything else, one should probably look elsewhere.

Python is the most talk about general purpose programming language. It is language of choice from simple data manipulation to Big data analysis, web development to desktop application, artificial intelligence to Machine learning. Learning Python gets really fun with real life application. In this blog we will build a real life Python desktop application, a GUI calculator. The Python GUI calculator that we will build will look as follows.

Python has been one of the premier, flexible, and powerful open-source language that is easy to learn, easy to use, and has powerful libraries for data manipulation and analysis. For over a decade, Python has been used in scientific computing and highly quantitative domains such as finance, oil and gas, physics, and signal processing. As of today, it is the most preferred language for Artificial Intelligence, Robotics, Web Development and DevOps. Tkinter is the standard GUI library for Python. Python when combined with Tkinter provides a fast and easy way to create GUI applications.

Metrics tab: allows for easily choosing the metrics that will be used during training. In this case, Toggle widgets were used again with a vertical alignment. Additional metrics will be added with future updates. Train tab: This tab again allows the option to review the training parameters as well as the option to use the learning rate finder in order to find the best learning rate for training. Once this has been determined the learning rate and cycle length can be set. Currently, Visual_UI uses the 1 Cycle policy as proposed by Leslie Smith and discussed in this paper. In particular, this policy gives very fast results when training complex models. This policy is explained extremely well in this post.

A slide taken from the David Silver's lecture slides on his course Reinforcement Learning (see below), is coded in tkinter.