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english_accents_classification
dima806/english_accents_classification
english_accents_classification is a audio classification model from dima806. Use it for the audio classification task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
Returns common English accent given a voice audio sample.
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At a glance
- Task
- Audio Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- wav2vec2
- Access
- Public
- Created
- Aug 27, 2023
- Updated
- Oct 19, 2024
- SHA
- 3d17997b
Base models
Model card
From the Hugging Face model README
Returns common English accent given a voice audio sample.
See https://www.kaggle.com/code/dima806/common-voice-accent-classification for more details.
Classification report:
precision recall f1-score support
us 0.3956 0.0150 0.0290 4788
england 0.5255 0.9121 0.6668 18082
indian 0.5883 0.4586 0.5154 5656
australia 0.4962 0.0381 0.0707 5124
canada 0.3714 0.1760 0.2389 5169
accuracy 0.5220 38819
macro avg 0.4754 0.3200 0.3042 38819
weighted avg 0.4942 0.5220 0.4304 38819
- Task
- Audio Classification
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Aug 27, 2023
- Updated
- Oct 19, 2024