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Update app.py
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app.py
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@@ -5,17 +5,12 @@ import torch
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import librosa
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import json
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with open('ISO_codes.json', 'r') as file:
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iso_codes = json.load(file)
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languages = list(iso_codes.keys())
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model_id = "cawoylel/windanam_mms-1b-tts_v2"
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processor = AutoProcessor.from_pretrained(model_id)
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model = Wav2Vec2ForCTC.from_pretrained(model_id)
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model = BetterTransformer.transform(model)
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pipe = pipeline("automatic-speech-recognition", model=
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def transcribe(audio_file_mic=None, audio_file_upload=None):
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if audio_file_mic:
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import librosa
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import json
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model_id = "cawoylel/windanam_mms-1b-tts_v2"
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# processor = AutoProcessor.from_pretrained(model_id)
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# model = Wav2Vec2ForCTC.from_pretrained(model_id)
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# model = BetterTransformer.transform(model)
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pipe = pipeline("automatic-speech-recognition", model=model_id) #, tokenizer=processor.tokenizer, feature_extractor=processor.feature_extractor)
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def transcribe(audio_file_mic=None, audio_file_upload=None):
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if audio_file_mic:
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