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hybrid-wave2vec-LSTM-emotion-stress-RAVDESS
ashutoshroy02/hybrid-wave2vec-LSTM-emotion-stress-RAVDESS
hybrid-wave2vec-LSTM-emotion-stress-RAVDESS is a audio classification model from ashutoshroy02. Use it for the audio classification task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
This repository contains a trained hybrid Wav2Vec2 + LSTM model for emotion and stress recognition from raw speech audio.
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Public
Updated Dec 15, 2025
Repo size
393 MB
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At a glance
- Task
- Audio Classification
- License
- apache-2.0
- Access
- Public
- Created
- Dec 14, 2025
- Updated
- Dec 15, 2025
- SHA
- 1aed4d1e
Model card
From the Hugging Face model README
Hybrid Wav2Vec2 + LSTM Emotion & Stress Model
This repository contains a trained hybrid Wav2Vec2 + LSTM model for emotion and stress recognition from raw speech audio.
Tasks
- Emotion classification:
neutral, happy, sad, angry, fear - Stress prediction: continuous score
Input
.wavaudio (16 kHz, mono)
Output
- Emotion label
- Stress score
Training Data
- RAVDESS
Inference and deployment code are included.
- Task
- Audio Classification
- License
- apache-2.0
- Languages
- en
- Created
- Dec 14, 2025
- Updated
- Dec 15, 2025