bofenghuang
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README.md
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@@ -56,9 +56,9 @@ This model is a fine-tuned version of [openai/whisper-small](https://huggingface
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| Model | Common Voice 11.0 |
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| --- | :---: |
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| [bofenghuang/whisper-small-cv11-german
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| [bofenghuang/whisper-medium-cv11-german
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| [bofenghuang/whisper-large-v2-cv11-german
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## Usage
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@@ -73,7 +73,7 @@ from transformers import pipeline
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device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
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# Load pipeline
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pipe = pipeline("automatic-speech-recognition", model="bofenghuang/whisper-small-cv11-german
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# NB: set forced_decoder_ids for generation utils
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pipe.model.config.forced_decoder_ids = pipe.tokenizer.get_decoder_prompt_ids(language="de", task="transcribe")
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@@ -111,8 +111,8 @@ from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq
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device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
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# Load model
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model = AutoModelForSpeechSeq2Seq.from_pretrained("bofenghuang/whisper-small-cv11-german
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processor = AutoProcessor.from_pretrained("bofenghuang/whisper-small-cv11-german
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# NB: set forced_decoder_ids for generation utils
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model.config.forced_decoder_ids = processor.get_decoder_prompt_ids(language="de", task="transcribe")
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| Model | Common Voice 11.0 |
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| --- | :---: |
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| [bofenghuang/whisper-small-cv11-german](https://huggingface.co/bofenghuang/whisper-small-cv11-german) | 11.35 |
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| [bofenghuang/whisper-medium-cv11-german](https://huggingface.co/bofenghuang/whisper-medium-cv11-german) | 7.05 |
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| [bofenghuang/whisper-large-v2-cv11-german](https://huggingface.co/bofenghuang/whisper-large-v2-cv11-german) | **5.76** |
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## Usage
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device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
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# Load pipeline
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pipe = pipeline("automatic-speech-recognition", model="bofenghuang/whisper-small-cv11-german", device=device)
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# NB: set forced_decoder_ids for generation utils
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pipe.model.config.forced_decoder_ids = pipe.tokenizer.get_decoder_prompt_ids(language="de", task="transcribe")
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device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
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# Load model
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model = AutoModelForSpeechSeq2Seq.from_pretrained("bofenghuang/whisper-small-cv11-german").to(device)
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processor = AutoProcessor.from_pretrained("bofenghuang/whisper-small-cv11-german", language="german", task="transcribe")
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# NB: set forced_decoder_ids for generation utils
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model.config.forced_decoder_ids = processor.get_decoder_prompt_ids(language="de", task="transcribe")
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