Speech Emotion Recognition [99.6% Accuracy] | Wav2Vec2 Transformers | Python

Published: 17 August 2024
on channel: Hackers Realm

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⭐️ Content Description ⭐️
In this video, I have explained about how to create speech emotion recognition model using transfer learning with the help of wav2vec2 transformers model. The model got 99.6% accuracy with the test dataset and far exceeded the previous project.
Previous Project Video:    • Speech Emotion Recognition (Sound Cla...
Dataset link: https://www.kaggle.com/datasets/ejlok...
Code link: https://shorturl.at/8nw4v

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🕒 Timeline
00:00 Import Modules, Load Dataset, EDA of Speech Emotion Recognition
05:00 Create Speech Emotion Dataset Class
16:18 Split Data for Training and Testing
22:35 Setup Training Pipeline
31:28 Test Predictions

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