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**Whisper large-v3-singlish-DRAFT** is a fine-tuned automatic speech recognition (ASR) model tailored specifically for Singlish. Based on OpenAI’s Whisper architecture, this model has been optimized with Singlish-centric data to better capture the distinctive phonetic patterns and vocabulary commonly found in Singlish speech. It is designed to serve as a lightweight draft model in speculative decoding pipelines, working in tandem with [Whisper large-v3-singlish](https://huggingface.co/mjwong/whisper-large-v3-singlish) as the target model to improve transcription speed while maintaining accuracy.
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## Model Details
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- **Developed by:** Ming Jie Wong
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**Whisper large-v3-singlish-DRAFT** is a fine-tuned automatic speech recognition (ASR) model tailored specifically for Singlish. Based on OpenAI’s Whisper architecture, this model has been optimized with Singlish-centric data to better capture the distinctive phonetic patterns and vocabulary commonly found in Singlish speech. It is designed to serve as a lightweight draft model in speculative decoding pipelines, working in tandem with [Whisper large-v3-singlish](https://huggingface.co/mjwong/whisper-large-v3-singlish) as the target model to improve transcription speed while maintaining accuracy.
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**Note**: All reported results, related to Whisper large-v3-singlish-DRAFT, reflect the performance of Whisper large-v3-singlish with speculative decoding enabled.
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## Model Details
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- **Developed by:** Ming Jie Wong
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