Urban Sound Analysis (Sound Classification) | Deep Learning | Python

⭐️ Content Description ⭐️ In this video, I have explained about urban sound classification dataset. In this, I have analyzed the audio files. I have done EDA, feature extraction, preprocessing, creating neural network, etc., Text-based Tutorial: https://www.hackersrealm.net/post/urban-sound-analysis-using-python GitHub Code Repo: http://bit.ly/dlcoderepo Dataset link: https://datahack.analyticsvidhya.com/contest/practice-problem-urban-sound-classification/ 🌐 Website: https://www.hackersrealm.net 🔔 Subscribe: http://bit.ly/hackersrealm 🗓️ 1:1 Consultation with Me: https://calendly.com/hackersrealm/consult 📷 Instagram: https://www.instagram.com/aswintechguy 🔣 Linkedin: https://www.linkedin.com/in/aswintechguy 🎯 GitHub: https://github.com/aswintechguy 🎬 Share: https://youtu.be/eA7G9IjN8Xk ⚡️ Data Structures & Algorithms tutorial playlist: http://bit.ly/dsatutorial 😎 Hackerrank problem solving solutions playlist: http://bit.ly/hackerrankplaylist 🤖 ML projects tutorial playlist: http://bit.ly/mlprojectsplaylist 🐍 Python tutorial playlist: http://bit.ly/python3playlist 💻 Machine learning concepts playlist: http://bit.ly/mlconcepts ✍🏼 NLP concepts playlist: http://bit.ly/nlpconcepts 🕸️ Web scraping tutorial playlist: http://bit.ly/webscrapingplaylist Make a small donation to support the channel 🙏🙏🙏:- 🆙 UPI ID: hackersrealm@apl 💲 PayPal: https://paypal.me/hackersrealm 🕒 Timeline 00:00 Introduction to Urban Sound Analysis 01:33 Mounting Google drive in Colab 04:54 Import modules and load data using pandas 09:36 Exploratory Data Analysis of urban sound data 19:06 Feature Extraction from sound data 26:03 Label Encoding for data preprocessing 29:49 Model Creation & Training #urbansoundanalysis #deeplearning #hackersrealm #machinelearning #classification #sound #datascience #model #project #artificialintelligence #beginner #analysis #python #tutorial #aswin #ai #dataanalytics #data #bigdata #programming #datascientist #technology #coding #datavisualization #computerscience #pythonprogramming #analytics #tech #dataanalysis #iot #programmer #statistics #developer #ml #business #innovation #coder #dataanalyst