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allandclive
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25614eb
1
Parent(s):
857f1c0
Update app.py
Browse files
app.py
CHANGED
@@ -10,39 +10,27 @@ device = "cuda:0" if torch.cuda.is_available() else "cpu"
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model = CombinedModel("facebook/mms-1b-all", "Sunbird/sunbird-mul-en-mbart-merged", device=device)
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def transcribe(audio_file_mic=None, audio_file_upload=None):
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elif audio_file_upload:
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audio_file = audio_file_upload
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else:
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return "Please upload an audio file or record one"
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# Make sure audio is 16kHz
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speech, sample_rate = librosa.load(audio_file)
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if sample_rate != 16000:
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speech = librosa.resample(speech, orig_sr=sample_rate, target_sr=16000)
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speech = torch.tensor([speech])
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with torch.no_grad():
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transcription, translation = model({"audio":speech})
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return transcription, translation[0]
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description = '''Luganda to English Speech Translation'''
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# Define example audio files
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example_audio_files = [
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"audio/luganda.mp3" # Replace with the path to your first example audio file
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]
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# Generate example inputs and outputs
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examples = []
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for audio_file_path in example_audio_files:
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transcription, translation = transcribe(audio_file_upload=audio_file_path)
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examples.append(
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iface = gr.Interface(
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fn=transcribe,
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model = CombinedModel("facebook/mms-1b-all", "Sunbird/sunbird-mul-en-mbart-merged", device=device)
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def transcribe(audio_file_mic=None, audio_file_upload=None):
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# Your transcribe function code here
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# ...
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description = '''Luganda to English Speech Translation'''
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# Define example audio files
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example_audio_files = [
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"audio/luganda.mp3", # Replace with the path to your first example audio file
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#"example_audio_files/example2.wav", # Replace with the path to your second example audio file
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]
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# Generate example inputs and outputs
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examples = []
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for audio_file_path in example_audio_files:
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transcription, translation = transcribe(audio_file_upload=audio_file_path)
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examples.append([
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audio_file_path, # First element corresponds to the first input component (audio_file_upload)
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None, # Second element corresponds to the second input component (audio_file_mic). Set to None for this example.
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transcription,
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translation
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])
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iface = gr.Interface(
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fn=transcribe,
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