🎵 How to Classify Audio Chords with a Convolutional Neural Network 🎹
Discover how to classify audio chords with our latest YouTube tutorial!
In our latest video tutorial, we will show you how to use a convolutional neural network (CNN) to classify audio chords. 🎧🌈
We will start by examining a few audio files and playing them back. Then, we will code a transform process to convert the audio files to spectrogram images. Spectrogram images are visual representations of sound waves. They can be used to identify different frequencies and amplitudes, which can be used to classify chords.
Next, we will write a CNN model to generate a binary classification between major and minor chords. We will train the model on a dataset of spectrogram images that have been labeled with the correct chord. The model will learn to identify the features of each chord and to classify them accordingly.
Finally, we will test the model on a new set of spectrogram images that have not been labeled. The model will predict the chord for each image and you can compare its predictions to the ground truth labels.
This video is for anyone who is interested in learning how to use deep learning to classify audio chords. It is also a good resource for music producers who want to use machine learning to improve their music.
I hope you enjoy the video!
If you are interested in learning modern Computer Vision course with deep dive with TensorFlow , Keras and Pytorch , you can find it here :
Modern Computer Vision™ PyTorch, Tensorflow2 Keras & OpenCV4
Using Python Learn OpenCV4, CNNs, Detectron2, YOLOv5, GANs, Tracking, Segmentation, Face Recognition & Siamese Networks
Perfect course for every computer vision enthusiastic
actually recommend this book for deep learning based on Tensorflow and Keras : https://amzn.to/3STWZ2N I
Check out our tutorial here :
How to Classify Audio Chords with a Convolutional Neural Network 🎹🎵
In this video, I will show you how to use a convolutional neural network (CNN) to classify audio chords.I will start by examining a few audio files and playi...
You can find the code for this video here :
How to Classify Audio Chords with a Convolutional Neural Network - code - Eran Feit's Ko-fi Shop
In this video, I will show you how to use a convolutional neural network (CNN) to classify audio chords.the code is free . however , I will really a...
Enjoy
Eran
#DeepLearning #AudioClassification #SpectrogramAnalysis #MusicAI #audioclassification #computervision #tensorflow
Science and TechnologyMore posts from Eran Feit
View postshow to make photos look like paintings
Eran Feit · Hi, · 🎨 Discover how easy it is to transform your own phots into beautiful paintings · 🖼️ This is a cool effect based on Stylized Neural Painting library. Simple to use , and the outcome is impressive, · · You can find instructions here : · Python-Code-Cool-Stuff/How to make p ...
AI Food Recognition : Classifying 36 Fruits and Vegetables in TensorFlow
Eran Feit · · Hi, · · 🍏🥕🍅 In this tutorial, we guide you through the process of building a neural network capable of classifying 36 different fruits and vegetables using TensorFlow and Python. 🎥 · 📚 Here's what you'll learn: · · 🔹 Data Preparation: Explore the dataset and learn how to ...
How to make deep fake lip sync using Wav2Lip
Eran Feit · · 🎥✨ In our latest video tutorial, we will dive into the fascinating world of deepfake lip syncing using the powerful Wav2Lip Python library! 💻👄 · In this tutorial, we'll guide you through the step-by-step process of harnessing the Wav2Lip library. From installation to collecti ...
Articles from Eran Feit
View blogHi, · How to visualize CNN Deep neural network model ? · What is actually sees during the training ? ...
Related content
Eran Feit
How to classify chess pieces using TensorFlow, Keras, and convolutional neural network ?
Hi, · This is a convolutional neural network tutorial that demonstrate how to classify chess pieces based on images. · First, we will build and train a model using CNN and see the model accuracy & loss, and then we will test a new image of a chess piece and predict what is in the ...
Eran Feit
How to classify landmarks using Tensorflow , Tensor-Hub and Python ?
Hi, · This is a Tensorflow tutorial that enables you to classify world landmarks using the pre-trained Tensor-Hub platform. · In this tutorial , We will install the relevant Python libraries , and look for the right pre-trained model , and learn how to use it for classify landmar ...
Eran Feit
How to classify images using Tensorflow , Mobilenet and Python ?
Transfer learning Python | How To classify images using TensorFlow and Mobilenet · This is a Transfer learning Python tutorial , that classify and predicts objects in training images.We will use the Mobilenet as pre-trained convolutional ne... · ">Transfer learning Python | How T ...
Eran Feit
How To classify cars using Tensorflow , Resnet50 and Python ?
Hi, · · This is a Tensorflow tutorial that enables you to classify cars images using a transfer learning process. · In this tutorial, We will install the relevant Python libraries , and use Resnet50 model , and learn how to classify and detect objects in images. · · Moreover ...
Eran Feit
How to classify monkeys images using convolutional neural network , Keras tuner hyper parameters , and transfer learning ? (part1)
Tensorflow data preparation | Part 1 | Monkey species classification model · This is a convolutional neural network Python tutorial for predict and classify monkey species. The first part will deal with the data preparation process b... · ">Tensorflow data preparation | Pa ...
Eran Feit
How to classify monkeys images using convolutional neural network , Keras tuner hyper parameters , and transfer learning ? (part2)
convolutional neural network | Part 2 | Monkey species classification model · This is a convolutional neural network Python tutorial for predict and classify monkey species.This tutorial is based on Python and composed of four parts.Pa... · ">convolutional neural network | Part 2 ...
You may be interested in these jobs
-
Community Lead for Voltage
Found in: beBee S2 IL - 1 day ago
Fuse Tel Aviv, Israel Full timeWe are looking for a passionate head of community and marketing generalist who can help grow and onboard users Into Voltage. We are looking for someone who has a deep understanding of Web3. · As a Community Manager you will take our community to the next level, both in terms of s ...
-
Cloud Security Engineer
Found in: beBee S2 IL - 1 day ago
StarkWare Netanya, Israel Full timeStarkWare is looking to hire a Cloud Security Engineer to join their team. This is a full-time position that is based in Netanya. ...
-
Electrician
Found in: beBee S2 IL - 1 week ago
CBRE Rishon LeZiyyon, Israel Paid WorkElectrician · Job ID · 161353 · Posted · 10-Apr-2024 · Service line · GWS Segment · Role type · Full-time · Areas of Interest · Building Management · Location(s) · Rishon LeZiyyon - HaMerkaz - Israel · דרוש.ה חשמלאי.ת לבניין משרדים בראשון · התפקיד כולל · אחריות על תחזוקת המבנה וה ...
You have no groups that fit your search
Comments