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Speech Learning Recognition using Deep Learning | Python | Wav2Vec2 | Transformers
In this tutorial, we implement a Speech Emotion Recognition system using transfer learning with a pretrained Wav2Vec2 model in PyTorch. The model is trained on the RAVDESS dataset, using audio preprocessing, data augmentation, class balancing, and a two-phase training strategy (frozen backbone + fine-tuning) to recognize emotions from speech ...
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