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emotion-classification

dynann / emotion-classification

Run on huggingface.co
huggingface.co
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7-day runs: 0
30-day runs: 0
Model's Last Updated: January 10 2026
audio-classification

Introduction of emotion-classification

Model Details of emotion-classification

Multimodal Emotion Speech Recognition

Model Description

This model performs emotion recognition from speech using a multimodal approach, utilizing:

  • Audio Model : Wav2Vec2 Base
Dataset
Evaluation Results
Classification Report 
              precision    recall  f1-score   support

         ANG       0.97      0.93      0.95        30
         CAL       0.00      0.00      0.00         0
         DIS       0.95      0.90      0.92        20
         FEA       0.76      0.70      0.73        27
         HAP       0.87      0.82      0.84        33
         NEU       0.96      0.96      0.96        25
         SAD       0.73      1.00      0.84        19
         SUR       0.88      0.78      0.82         9

    accuracy                           0.87       163
   macro avg       0.76      0.76      0.76       163
weighted avg       0.88      0.87      0.87       163

Overall Accuracy : 87%

Runs of dynann emotion-classification on huggingface.co

0
Total runs
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24-hour runs
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3-day runs
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7-day runs
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30-day runs

More Information About emotion-classification huggingface.co Model

More emotion-classification license Visit here:

https://choosealicense.com/licenses/apache-2.0

emotion-classification huggingface.co

emotion-classification huggingface.co is an AI model on huggingface.co that provides emotion-classification's model effect (), which can be used instantly with this dynann emotion-classification model. huggingface.co supports a free trial of the emotion-classification model, and also provides paid use of the emotion-classification. Support call emotion-classification model through api, including Node.js, Python, http.

emotion-classification huggingface.co Url

https://huggingface.co/dynann/emotion-classification

dynann emotion-classification online free

emotion-classification huggingface.co is an online trial and call api platform, which integrates emotion-classification's modeling effects, including api services, and provides a free online trial of emotion-classification, you can try emotion-classification online for free by clicking the link below.

dynann emotion-classification online free url in huggingface.co:

https://huggingface.co/dynann/emotion-classification

emotion-classification install

emotion-classification is an open source model from GitHub that offers a free installation service, and any user can find emotion-classification on GitHub to install. At the same time, huggingface.co provides the effect of emotion-classification install, users can directly use emotion-classification installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

emotion-classification install url in huggingface.co:

https://huggingface.co/dynann/emotion-classification

Url of emotion-classification

emotion-classification huggingface.co Url

Provider of emotion-classification huggingface.co

dynann
ORGANIZATIONS
huggingface.co

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