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artificialguybr
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07fdf2c
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Parent(s):
d36719a
Update app.py
Browse files
app.py
CHANGED
@@ -86,19 +86,15 @@ def process_video(radio, video, target_language, has_closeup_face):
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shell_command = f"ffmpeg -y -i {run_uuid}_output_audio.wav -af lowpass=3000,highpass=100 {run_uuid}_output_audio_final.wav".split(" ")
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subprocess.run([item for item in shell_command], capture_output=False, text=True, check=True)
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segments, info = model.transcribe(f"{run_uuid}_output_audio_final.wav", beam_size=
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whisper_text = " ".join(segment.text for segment in segments)
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whisper_language = info.language
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language_mapping = {'English': 'en', 'Spanish': 'es', 'French': 'fr', 'German': 'de', 'Italian': 'it', 'Portuguese': 'pt', 'Polish': 'pl', 'Turkish': 'tr', 'Russian': 'ru', 'Dutch': 'nl', 'Czech': 'cs', 'Arabic': 'ar', 'Chinese (Simplified)': 'zh-cn'}
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target_language_code = language_mapping[target_language]
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translator = Translator()
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print(translated_text)
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except AttributeError as e:
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print("Failed to translate text. Likely an issue with token extraction in the Google Translate API.")
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translated_text = "Translation failed due to API issue."
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tts = TTS("tts_models/multilingual/multi-dataset/xtts_v1")
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tts.to('cuda')
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shell_command = f"ffmpeg -y -i {run_uuid}_output_audio.wav -af lowpass=3000,highpass=100 {run_uuid}_output_audio_final.wav".split(" ")
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subprocess.run([item for item in shell_command], capture_output=False, text=True, check=True)
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segments, info = model.transcribe(f"{run_uuid}_output_audio_final.wav", beam_size=4)
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whisper_text = " ".join(segment.text for segment in segments)
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whisper_language = info.language
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language_mapping = {'English': 'en', 'Spanish': 'es', 'French': 'fr', 'German': 'de', 'Italian': 'it', 'Portuguese': 'pt', 'Polish': 'pl', 'Turkish': 'tr', 'Russian': 'ru', 'Dutch': 'nl', 'Czech': 'cs', 'Arabic': 'ar', 'Chinese (Simplified)': 'zh-cn'}
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target_language_code = language_mapping[target_language]
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translator = Translator()
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translated_text = translator.translate(whisper_text, src=whisper_language, dest=target_language_code).text
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print(translated_text)
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tts = TTS("tts_models/multilingual/multi-dataset/xtts_v1")
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tts.to('cuda')
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