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Update app.py
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app.py
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@@ -3,6 +3,8 @@ import warnings
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import torch
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from transformers import WhisperTokenizer, WhisperForConditionalGeneration, WhisperProcessor
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import soundfile as sf
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warnings.filterwarnings("ignore")
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@@ -18,7 +20,7 @@ torch_dtype = torch.float32
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# move model to device
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model.to(device)
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-
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def transcribe_audio(audio_file):
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audio_input, _ = sf.read(audio_file)
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inputs = processor(audio_input, sampling_rate=16000, return_tensors="pt")
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@@ -54,4 +56,5 @@ with iface:
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transcribe_button.click(fn=transcribe_audio, inputs=audio_input, outputs=transcription_output)
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# Launch the interface
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iface.launch(share=True, debug=True)
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import torch
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from transformers import WhisperTokenizer, WhisperForConditionalGeneration, WhisperProcessor
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import soundfile as sf
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from huggingface_hub import spaces
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warnings.filterwarnings("ignore")
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# move model to device
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model.to(device)
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@spaces.GPU
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def transcribe_audio(audio_file):
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audio_input, _ = sf.read(audio_file)
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inputs = processor(audio_input, sampling_rate=16000, return_tensors="pt")
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transcribe_button.click(fn=transcribe_audio, inputs=audio_input, outputs=transcription_output)
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# Launch the interface
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iface.launch(share=True, debug=True)
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