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--- |
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language: ar |
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base_model: faisalq/SaudiBERT |
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tags: |
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- arabic |
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- saudi |
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- eou |
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- turn-taking |
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- conversational-ai |
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license: mit |
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--- |
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# Saudi Arabic End-of-Utterance (EOU) Model |
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This model detects **End-of-Utterance (EOU)** events in **Saudi Arabic conversational text**. |
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It outputs the probability that a speaker has **finished their turn**, enabling natural turn-taking in real-time voice agents (e.g., LiveKit). |
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## Task |
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Binary classification (probability output): |
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- **0** → Incomplete utterance (speaker likely to continue) |
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- **1** → Complete utterance (end of turn) |
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--- |
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## Model Details |
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- **Base model:** `faisalq/SaudiBERT` |
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- **Architecture:** BERT Sequence Classification |
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- **Output:** Single probability (sigmoid) |
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- **Dialect focus:** Saudi Arabic (ar-SA) |
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## Training |
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- **Dataset:** Saudi Arabic conversational EOU dataset |
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https://huggingface.co/datasets/HussainKAUST/saudi-data-eou.jsonl |
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- **Data source:** Synthetic Saudi dialogue with natural pauses and incomplete turns |
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- **Loss:** Focal Loss (class imbalance handling) |
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- **Epochs:** 6 |
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