Spaces:
Sleeping
Sleeping
Dani
commited on
Commit
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e2f3c1e
1
Parent(s):
6d34151
dropdown
Browse files
app.py
CHANGED
@@ -11,6 +11,7 @@ import os
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#
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# login(token=token, add_to_git_credential=True)
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pipe = pipeline(model="dacavi/whisper-small-es")
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def translate_text(text, target_language_code):
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translate = boto3.client('translate')
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@@ -23,30 +24,35 @@ def translate_text(text, target_language_code):
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translated_text = response['TranslatedText']
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return translated_text
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def translate_video(video_url):
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return translatedText
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iface = gr.Interface(
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fn=translate_video,
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inputs="
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outputs="text",
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live=True,
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title="
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description="Paste the URL of a Spanish video to translate the text to
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)
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iface.launch()
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#
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# login(token=token, add_to_git_credential=True)
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pipe = pipeline(model="dacavi/whisper-small-es")
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language_codes = ["en", "fr", "de", "it"]
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def translate_text(text, target_language_code):
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translate = boto3.client('translate')
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translated_text = response['TranslatedText']
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return translated_text
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def translate_video(video_url,language):
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if video_url and language:
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# Download video and extract audio
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with tempfile.NamedTemporaryFile(suffix=".wav", delete=True) as temp_audio:
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# os.system(f"yt-dlp -o {temp_audio.name} -x --audio-format wav {video_url}")
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os.system(f"yt-dlp -o audioSample.wav -x --audio-format wav {video_url}")
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print("Downloaded audio:", temp_audio.name)
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# Transcribe audio
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text = pipe("audioSample.wav")["text"]
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translatedText = translate_text(text,language)
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# Clean up temporary files
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os.remove("audioSample.wav")
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else:
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translatedText = "Please fill in both parameters."
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return translatedText
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iface = gr.Interface(
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fn=translate_video,
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inputs=[gr.Textbox(label="Video URL"),
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gr.Dropdown(choices=language_codes, label="Select Target Language")
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],
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outputs="text",
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live=True,
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title="SPANISH VIDEO TRANSLATION",
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description="Paste the URL of a Spanish video to translate the text to any of the available languages.",
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)
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iface.launch()
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