Beginners Guide to Machine Learning in JavaScript - ml5.js: Sound Classification

This video examines the new ml5.soundClassifier() function in the ml5.js library. Code: https://thecodingtrain.com/tracks/ml5js-beginners-guide/ml5/10-sound-classification/1-sound-classification 🕹️ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/sketches/yjtv-rAxF 🎥 Previous: https://youtu.be/hWurN0XhzLY?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 Next: https://youtu.be/l0HoJHc-63Q?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 All: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y References: 🔗 ml5 documentation on the Sound Classifier: https://learn.ml5js.org/#/reference/sound-classifier 🔗 Speech Command Recognizer: https://github.com/tensorflow/tfjs-models/tree/master/speech-commands 🔗 Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition: https://arxiv.org/pdf/1804.03209.pdf Related Coding Challenges: 🚂 https://youtu.be/l0HoJHc-63Q 🚂 https://youtu.be/F1OkDTUkKFo Timestamps: 0:00 Introduction 0:36 Speech Command Recognizer 3:36 Visualizing sound with spectograms 5:28 Using the ml5 library 6:47 Load the SoundClassifier 7:46 Use the SpeechCommands18w model 8:15 Add a callback 8:55 Write a gotResults function 9:54 Browser permission to access the microphone 11:15 Set the probability threshold to 0.95; 12:41 Add a dom element 13:49 Suggestions for ways to use the sound classifier Editing by Mathieu Blanchette Animations by Jason Heglund Music from Epidemic Sound 🚂 Website: https://thecodingtrain.com/ 👾 Share Your Creation! https://thecodingtrain.com/guides/passenger-showcase-guide 🚩 Suggest Topics: https://github.com/CodingTrain/Suggestion-Box 💡 GitHub: https://github.com/CodingTrain 💬 Discord: https://thecodingtrain.com/discord 💖 Membership: http://youtube.com/thecodingtrain/join 🛒 Store: https://standard.tv/codingtrain 🖋️ Twitter: https://twitter.com/thecodingtrain 📸 Instagram: https://www.instagram.com/the.coding.train/ 🎥 https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH 🎥 https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA 🔗 p5.js: https://p5js.org 🔗 p5.js Web Editor: https://editor.p5js.org/ 🔗 Processing: https://processing.org 📄 Code of Conduct: https://github.com/CodingTrain/Code-of-Conduct This description was auto-generated. If you see a problem, please open an issue: https://github.com/CodingTrain/thecodingtrain.com/issues/new #soundclassification #machinelearningml #ml5js #javascript