Published in Towards Data Science·PinnedBuilding a Speech Emotion Recognizer using PythonStep-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…Artificial Intelligence7 min read
Published in Towards Data Science·PinnedExtracting Speech from Video using PythonSimple 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…Machine Learning4 min read
Published in Towards Data Science·PinnedBuilding a Face Recognizer in PythonStep-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…Artificial Intelligence6 min read
Published in Towards Data Science·May 18A Step-by-Step Guide to Creating a Content Safety Detection Bot for DiscordContent Moderation using Artificial Intelligence — In this article, we will learn how to program a Discord bot that can moderate the channel’s content for us. Content moderation is essential for public spaces where different kinds of people are connecting. We feel safe when we are on an online platform. Online communication is an important subject…Artificial Intelligence8 min read
Published in Better Programming·Apr 21Generating Automated Feedback of Product Review Videos Using PythonA hands-on deep learning project — In this article, we will learn how to convert a product review video into automated product feedback using programming. We will use the power of machine learning and some python libraries. Watching product review videos can be time-consuming most of the time. …Programming6 min read
Published in Python in Plain English·Mar 31Summarize Slack Audio Messages with Machine LearningUsing Speech Recognition for Note-taking — In this article, we will learn how to convert audio conversations on Slack into written notes. Slack has a feature where users can share audio or video recordings with their team members. This is an excellent communication method between colleagues. There is a nice saying that I like: “A picture…Artificial Intelligence6 min read
Published in Better Programming·Feb 22Auto-summarize Lectures Using PythonLevel up your note-taking game using artificial intelligence — In this post, I will show you how to convert lecture video/ audio recording into summarized written transcriptions. We will write a program that runs a speech recognition model on a recording and then divides the transcription into chapters. Well, it doesn’t end there. …Programming5 min read
Published in Level Up Coding·Feb 10Introduction to Sentiment Analysis with Speech RecognitionHands-on Python Machine Learning Project — In this article, we will learn how to analyze a speech using sentiment analysis. Sentiment analysis is the process of understanding the opinion or the emotional tone from writing a sentence. It is an excellent topic, usually covered under Natural Language Processing subject. With the development of Artificial Intelligence models…Artificial Intelligence5 min read
Published in Towards Data Science·Jan 17Hey AI — Tell Me a Quote About RainbowA Hands-on Artificial Intelligence Project — In this article, we will learn how to build an artificial intelligence program that shares specific quotes with us. The program has different layers: speech recognition, generating quote, and converting text to speech. In my previous articles, I’ve covered Speech Recognition and Text-to-Speech topics. When I decided to write an…Artificial Intelligence5 min read
Published in Towards Data Science·Dec 13, 2021Speech Recognition in Real-Time using PythonStep-by-step Guide to Live Transcription — In this post, I will show you how to convert your speech to text in real-time using Python. We will write a program that understands what we are saying and translates it into written words. This translation is known as speech recognition. Speech Recognition is a pretty exciting and fun…Data Science5 min read
