Simple and hands-on project using Google Speech Recognition API
In this post, I will show you how to extract speeches from a video recording file. After recognizing the speeches we will convert them into a text document. This will be a simple machine learning project, that will help you to understand some basics of the Google Speech Recognition library. Speech Recognition is a popular topic under machine learning concepts. Speech Recognition is getting used more in many fields. For example, the subtitles that we see on Netflix shows or YouTube videos are created mostly by machines using Artificial Intelligence. …
Step-by-step guide to face recognition in real-time using OpenCv library
In this post, I will show you how to build your own face recognizer using Python. Building a program that detects and recognizes faces is a very interesting and fun project to get started with computer vision. In previous posts, I showed how to recognize text and also how to detect faces in an image, these are great projects to practice python in computer vision. Today, we will do something a little more advance and that is face recognition.
As can be understood from the name, we will write a program that will recognize faces in an image. When I…
Hands-on Computer Vision Project with OpenCV
In this post, I will show you how to render responsive text on video using Python. We will use the OpenCV python package for the whole project. This may sound a little difficult to do with just OpenCV, which is a computer vision package, but in this project, you will see that it is also good with video editing. I did a similar project to this one, which can be found here. In that article, I showed how to add static text on video. …
2. The Learning and Teaching of Writing by Harvard University
In this article, I will share three university lectures that I can guarantee will improve your writing and make you a better writer. And I believe they will change the way you look at the term “writing.”
There are thousands of articles that you can read on how to improve your writing. The reason for that is, any writing is subject to improvement. We are living in a world where nothing is perfect. Nothing. And that’s a beautiful thing if you ask me.
Why(?)
Because there will always be some room for improvement, which also means, there will always be…
Personal thoughts after reaching 1K followers on Medium
Everything started by asking the following question before clicking on that green Publish button: “Is this article going to add some value to some one out there after spending the time reading it?”
Asking this question has been challenging me to write more valuable articles each time. Hoping to keep the quality of my articles always worth reading and not waste anyone’s time.
I have reached the 1,000 followers milestone on March 9, 2021. I want to appreciate this moment by taking a step back and recognizing the actual heroes behind this achievement.
Thank You Notes
Thank you — to every person that…
Step-by-step guide to speech emotion recognition with MLP artificial neural network
In this article, I will show you how to recognize different emotions from pre-recorded audio recordings. We know that voice-controlled personal assistants such as Amazon Alexa, Apple Siri, and Google Assistant and many more have become more powerful and still evolving. We start to see them integrated into phones, laptops, kitchen gadgets, cars, basically on almost anything we use daily. I think the ease of use is the primary key that makes this field grow magnificently.
When I find out about the Speech Emotion Recognition project on Kaggle using RAVDESS Emotional speech audio dataset, I decided to work on it…
Leverage noise reduction to get rid of pixelated images
In this article, I will show you how to implement noise reduction in three simple steps. We will be using a machine learning-trained noise reduction model. It is one of the best noise reduction models I’ve found out there.
Can a program tell if an image is noisy? That could be an idea for another project because our noise reduction model is not smart enough to calculate the noise. We have to determine the values ourselves. In this case, the best way is usually to try different values and find the best outcome. …
Level up your programming journey in 2021 with high-quality machine learning courses
Artificial Intelligence and Machine Learning has modified the way data analysis and evaluation operate by including automated collections of standard approaches that have surpassed conventional analytical tools. Experts in these fields are increasingly desired by major tech firms providing lucrative wages to qualified people to develop their models and increase the growth.
The world of artificial intelligence and machine learning is rapidly developing. And, coupled with development, there is an increase in supply and significance. …
Easy Audio Extraction Project using Python
In this post, I will show you how to build a program that can download a YouTube video’s audio file. This will be a straightforward project to get started with YouTubeDL package. Things you can do with Python are infinite, and that what makes Python a compelling programming language.
In my posts, I am showing the variety of projects that can be build using Python, such as following: Face Recognizer to Barcode Reader. If you have an idea, you can make it happen with python. Your projects don’t need to be perfect; just find a problem that you want to…
Extract conversations easily from an audio recording with Python
In this article, we will learn how to use IBM’s Speech to Text API to recognize speech from an audio recording file. We will use the free version of the API, which may have some limitations, such as the audio length limit. I will share more details about the API later in the article. Let me start by giving you some background information about use of speech recognitions in our daily life.
Background
If you are reading this article, I am sure you heard the term “artificial intelligence” and its importance. …
