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--- |
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task_categories: |
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- automatic-speech-recognition |
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language: |
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- ms |
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- en |
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- zh |
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- ta |
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- id |
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--- |
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# Malaysian STT Whisper format |
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Up to 15k hours annotated, we done heavy postprocessing and post-translation to improve pseudolabeled Whisper Large V3. |
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Also include word level timestamp. |
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## Postprocessing |
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1. Check repetitive trigrams. |
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2. Verify Voice Activity using Silero-VAD. |
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3. Verify scores using Force Alignment. |
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## Post-translation |
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We use [mesolitica/nanot5-base-malaysian-translation-v2.1](https://huggingface.co/mesolitica/nanot5-base-malaysian-translation-v2.1). |
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## Dataset involved |
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1. [Malaysian context v1](https://huggingface.co/datasets/mesolitica/pseudolabel-malaya-speech-stt-train-whisper-large-v3-timestamp) |
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2. [Malaysian context v2](https://huggingface.co/datasets/mesolitica/pseudolabel-malaysian-youtube-whisper-large-v3-timestamp) |
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3. [Malay audiobook](https://huggingface.co/datasets/mesolitica/pseudolabel-nusantara-large-v3-timestamp) |
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4. [Singaporean context](https://huggingface.co/datasets/mesolitica/pseudolabel-imda-large-v3-timestamp) |
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5. [Indonesian context](https://huggingface.co/datasets/mesolitica/pseudolabel-indonesian-large-v3-timestamp) |
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6. [Mandarin audio](https://huggingface.co/datasets/mesolitica/pseudolabel-mandarin-large-v3-timestamp) |
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7. [Tamil audio](https://huggingface.co/datasets/mesolitica/pseudolabel-tamil-large-v3-timestamp) |
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8. [Science context](https://huggingface.co/datasets/mesolitica/pseudolabel-science-large-v3-timestamp) |
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9. [Malay sarawak](https://huggingface.co/datasets/malaysia-ai/sarawakmalay-whisper-format) |
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10. [Scripted Malay Daily Use Speech Corpus](https://huggingface.co/datasets/malaysia-ai/scripted-malay-daily-use-speech-corpus-whisper-format) |
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11. [Malay Conversational Speech Corpus](https://huggingface.co/datasets/malaysia-ai/malay-conversational-speech-corpus-whisper-format) |
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12. [Iban](https://huggingface.co/datasets/malaysia-ai/iban-whisper-format) |
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13. [Malay dialects](https://huggingface.co/datasets/mesolitica/pseudolabel-malay-dialects-large-v3-timestamp) |
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### Word level timestamp |
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1. [Malaysian context v1](pseudolabel-malaya-whisper-word-timestamp.jsonl) |
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## Source code |
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Source code at https://github.com/mesolitica/malaysian-dataset/tree/master/speech-to-text-semisupervised/distilled-malaysian-whisper |
