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Update app.py
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app.py
CHANGED
@@ -17,14 +17,14 @@ model_mms = VitsModel.from_pretrained("facebook/mms-tts-nld")
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tokenizer_mms = VitsTokenizer.from_pretrained("facebook/mms-tts-nld")
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processor = WhisperProcessor.from_pretrained("openai/whisper-base")
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model = WhisperForConditionalGeneration.from_pretrained("openai/whisper-base")
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forced_decoder_ids = processor.get_decoder_prompt_ids(language="nl", task="transcribe")
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sampling_rate = processor.feature_extractor.sampling_rate
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def translate(audio):
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input_features = processor(audio,sampling_rate=sampling_rate,return_tensors="pt").input_features
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predicted_ids = model.generate(input_features
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transcription = processor.batch_decode(predicted_ids, skip_special_tokens=True)
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return transcription
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tokenizer_mms = VitsTokenizer.from_pretrained("facebook/mms-tts-nld")
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processor = WhisperProcessor.from_pretrained("openai/whisper-base")
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model = WhisperForConditionalGeneration.from_pretrained("openai/whisper-base")
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forced_decoder_ids = processor.get_decoder_prompt_ids(language="nl", task="transcribe")
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sampling_rate = processor.feature_extractor.sampling_rate
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def translate(audio):
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input_features = processor(audio,sampling_rate=sampling_rate,return_tensors="pt").input_features
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predicted_ids = model.generate(input_features,forced_decoder_ids=forced_decoder_ids)
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transcription = processor.batch_decode(predicted_ids, skip_special_tokens=True)
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return transcription
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