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README.md
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library_name: transformers
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license: apache-2.0
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language:
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- ta
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- te
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- mr
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- bn
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metrics:
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- wer
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base_model:
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- distil-whisper/distil-large-v3
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tags:
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- electronis
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---
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model_card_content = f"""---
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language:
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- hi
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- bn
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- mr
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- ta
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- te
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base_model:
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tags:
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- whisper
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- speech-recognition
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- tamil
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- telugu
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- english
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datasets:
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- custom-multilingual-dataset
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metrics:
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- wer
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-
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pipeline_tag: automatic-speech-recognition
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---
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# Whisper Multilingual Fine-tuned Model
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This is a fine-tuned version of OpenAI's Whisper model for multilingual speech recognition.
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library_name: transformers
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license: apache-2.0
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language:
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- en
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- hi
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- bn
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- mr
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- ta
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- te
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base_model: distil-whisper/distil-large-v3
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tags:
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- whisper
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- speech-recognition
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- tamil
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- telugu
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- english
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- distil-whisper
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- indian-languages
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datasets:
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- custom-multilingual-dataset
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metrics:
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- wer
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- cer
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pipeline_tag: automatic-speech-recognition
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model-index:
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- name: whisper-multilang-finetuned
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results:
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- task:
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type: automatic-speech-recognition
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name: Automatic Speech Recognition
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dataset:
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type: custom-multilingual-dataset
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name: Custom Multilingual Dataset
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metrics:
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- type: wer
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value: 27.08
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name: Word Error Rate
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- type: wer
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value: 26.73
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name: Best WER
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widget:
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- example_title: "Hindi Speech Recognition"
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text: "मैं आज बाजार जा रहा हूं"
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- example_title: "Bengali Speech Recognition"
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text: "আমি আজ বাজারে যাচ্ছি"
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- example_title: "English Speech Recognition"
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text: "I am going to the market today"
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---
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# Whisper Multilingual Fine-tuned Model
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This is a fine-tuned version of OpenAI's Whisper model for multilingual speech recognition.
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