SakshiRathi77
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Update README.md
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README.md
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 15 dataset.
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It achieves the following results on the evaluation set:
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- Wer:
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- Cer:
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wer = load_metric("wer")
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cer = load_metric("cer")
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processor = WhisperProcessor.from_pretrained("
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model = WhisperForConditionalGeneration.from_pretrained("
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test_dataset = test_dataset.cast_column("audio", Audio(sampling_rate=16000))
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def map_to_pred(batch):
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```
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```bash
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WER: 23.1361
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CER:
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```
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 15 dataset.
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It achieves the following results on the evaluation set:
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- Wer: 14.0178
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- Cer: 05.8824
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wer = load_metric("wer")
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cer = load_metric("cer")
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processor = WhisperProcessor.from_pretrained("SakshiRathi77/whisper-hindi-kagglex")
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model = WhisperForConditionalGeneration.from_pretrained("SakshiRathi77/whisper-hindi-kagglex").to("cuda")
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test_dataset = test_dataset.cast_column("audio", Audio(sampling_rate=16000))
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def map_to_pred(batch):
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```
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```bash
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WER: 23.1361
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CER: 10.4366
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```
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