Speech Emotion Recognition [99.6% Accuracy] | Wav2Vec2 Transformers | Python
⭐️ 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: https://youtu.be/-VQL8ynOdVg
Dataset link: https://www.kaggle.com/datasets/ejlok1/toronto-emotional-speech-set-tess
Code link: https://tinyurl.com/speechemotion
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🎯 GitHub: https://github.com/aswintechguy
🎬 Share: https://youtu.be/s5-8yeYJV7Y
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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
#speechemotionrecognition #machinelearning #hackersrealm #deeplearning #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
⭐️ 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: https://youtu.be/-VQL8ynOdVg
Dataset link: https://www.kaggle.com/datasets/ejlok1/toronto-emotional-speech-set-tess
Code link: https://tinyurl.com/speechemotion
🌐 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/s5-8yeYJV7Y
⚡️ 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 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
#speechemotionrecognition #machinelearning #hackersrealm #deeplearning #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
![Speech Emotion Recognition [99.6% Accuracy] | Wav2Vec2 Transformers | Python](https://i.ytimg.com/vi/s5-8yeYJV7Y/hqdefault.jpg "Speech Emotion Recognition [99.6% Accuracy] | Wav2Vec2 Transformers | Python")
