Gunshot Audio Classification using Deep Learning Python and Keras | Data Science Tutorial
Автор: Anthony Walker
Загружено: 2023-05-23
Просмотров: 2038
Batman needs our help - how do we detect crime across the city? Deep learning and Python of course! We use the urban sounds dataset from Kaggle to try and classify audio clips to help us detect gunshots!
Get the code here:
https://www.kaggle.com/code/airqualit...
Chapters
0:00 - Introduction
0:36 - Whiteboard Explainer
3:52 - PART 1: Setup and Data Overview
10:48 - PART 2: Audio Data Exploration
19:11 - PART 3: Generating our Audio Features
23:04- PART 4: Building and Training our Deep Learning Model
25:38- PART 5: Making Predictions
27:25 - Outro
Music:
– A.L.I.S.O.N – always in my dreams
– Provided by Lofi Girl
– Watch: • 1 A.M Chill Session 🌌 [synthwave]
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