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Update app.py
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app.py
CHANGED
@@ -1,9 +1,7 @@
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import os
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import google.generativeai as genai
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from moviepy.
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from moviepy.video.compositing.CompositeVideoClip import CompositeVideoClip
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from moviepy.video.tools.subtitles import SubtitlesClip
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import tempfile
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import logging
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import srt
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@@ -19,12 +17,28 @@ import uuid
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logging.basicConfig(level=logging.INFO)
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logging.getLogger("moviepy").setLevel(logging.ERROR)
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# Configure Gemini API
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# IMPORTANT: Set your GEMINI_API_KEY as an environment variable
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try:
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genai.configure(api_key=os.environ["GEMINI_API_KEY"])
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except KeyError:
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-
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# --- Flask App Initialization ---
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"response_mime_type": "text/plain",
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}
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model = genai.GenerativeModel(
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model_name="gemini-2.0-flash",
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generation_config=generation_config,
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)
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# List of all supported languages for the UI
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SUPPORTED_LANGUAGES = [
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"Auto Detect", "English", "Chinese", "German", "Spanish", "Russian", "Korean",
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# Language code mapping for Google Text-to-Speech (gTTS)
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LANGUAGE_CODES = {
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"English": "en", "Chinese": "zh", "German": "de", "Spanish": "es", "Russian": "ru",
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"Korean": "ko", "French": "fr", "Japanese": "ja", "Portuguese": "pt", "Turkish": "tr",
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"Polish": "pl", "Catalan": "ca", "Dutch": "nl", "Arabic": "ar", "Swedish": "sv",
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"Italian": "it", "Indonesian": "id", "Hindi": "hi", "Finnish": "fi", "Vietnamese": "vi",
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"Hebrew": "iw", "Ukrainian": "uk", "Greek": "el", "Malay": "ms", "Czech": "cs",
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"Romanian": "ro", "Danish": "da", "Hungarian": "hu", "Tamil": "ta", "Norwegian": "no",
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"Thai": "th", "Urdu": "ur", "Croatian": "hr", "Bulgarian": "bg", "Lithuanian": "lt",
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"Latin": "la", "Malayalam": "ml", "Welsh": "cy", "Slovak": "sk", "Telugu": "te",
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"Persian": "fa", "Latvian": "lv", "Bengali": "bn", "Serbian": "sr", "Slovenian": "sl",
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"Kannada": "kn", "Estonian": "et", "Macedonian": "mk", "Armenian": "hy", "Nepali": "ne",
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"Mongolian": "mn", "Bosnian": "bs", "Kazakh": "kk", "Albanian": "sq", "Swahili": "sw",
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"Gujarati": "gu", "Lao": "lo", "Uzbek": "uz", "Maltese": "mt", "Burmese": "my",
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"Tagalog": "tl", "Javanese": "jw", "Sundanese": "su", "Afrikaans": "af"
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}
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# --- Core Processing Functions ---
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def extract_audio_from_video(video_path, audio_path):
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"""Extract audio from a video file into a WAV file."""
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try:
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def transcribe_audio_with_gemini(audio_path, source_language):
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"""Transcribe audio using Gemini, requesting output in SRT format."""
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try:
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logging.info(f"Uploading audio file: {audio_path}")
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audio_file = genai.upload_file(path=audio_path)
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language_prompt = f"in {source_language}" if source_language != "Auto Detect" else ""
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prompt = f"""
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You are a professional transcriber. Transcribe this audio accurately and verbatim {language_prompt}.
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Your output MUST be in the SRT (SubRip) format.
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Ensure timestamps are precise. Respond ONLY with the transcription in the SRT format.
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Do not add explanations, notes, or any other text outside of the valid SRT content.
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"""
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logging.info("Sending transcription request to Gemini...")
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response = model.generate_content([prompt, audio_file], request_options={"timeout": 600})
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genai.delete_file(audio_file.name) # Clean up the uploaded file
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def translate_srt(srt_text, target_language):
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"""Translate an SRT file using Gemini while preserving its structure."""
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try:
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prompt = f"""
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Translate the following SRT subtitles into {target_language}.
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@@ -162,7 +186,7 @@ def generate_tts_audio(srt_text, language, tts_audio_path):
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try:
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subtitles = list(srt.parse(srt_text))
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full_text = " ".join([sub.content.replace('\n', ' ') for sub in subtitles])
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if not full_text:
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return None
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if not lang_code:
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flash(f"Language '{language}' not supported for TTS, defaulting to English.", "warning")
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lang_code = "en"
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logging.info(f"Generating TTS audio in '{language}' ({lang_code})...")
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tts = gTTS(text=full_text, lang=lang_code, slow=False)
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tts.save(tts_audio_path)
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@@ -189,42 +213,45 @@ def create_final_video(original_video_path, srt_text, new_audio_path, output_pat
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try:
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logging.info("Creating final video...")
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original_clip = VideoFileClip(original_video_path)
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# If new audio is provided, replace the original audio track
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if new_audio_path:
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tts_audio_clip = AudioFileClip(new_audio_path)
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final_clip = original_clip.set_audio(tts_audio_clip)
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else:
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final_clip = original_clip
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# If subtitle text is provided, burn it into the video
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if srt_text:
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with tempfile.NamedTemporaryFile(mode='w', suffix='.srt', delete=False, encoding='utf-8') as temp_srt:
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temp_srt.write(srt_text)
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srt_filepath = temp_srt.name
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# Subtitle styling
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generator = lambda txt: TextClip(
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txt, font='Arial-Bold', fontsize=24, color='white',
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stroke_color='black', stroke_width=1
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size=(final_clip.w * 0.8, None) # Subtitles take 80% of video width
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)
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subtitles_clip = SubtitlesClip(srt_filepath, generator)
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# Composite the video with the subtitles
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final_video = CompositeVideoClip([final_clip, subtitles_clip.set_position(('center', 'bottom'))])
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os.remove(srt_filepath) # Clean up temp srt file
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else:
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final_video = final_clip
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# Write the final video file
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final_video.write_videofile(output_path, codec='libx264', audio_codec='aac', threads=4, logger=None)
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# Close all clips to release memory
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if 'tts_audio_clip' in locals():
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tts_audio_clip.close()
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final_video.close()
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logging.info(f"Final video saved to {output_path}")
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return output_path
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except Exception as e:
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def index():
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"""Render the main page. Clear session for a fresh start."""
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session.clear()
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@app.route('/process', methods=['POST'])
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def process():
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"""Handle the video processing request from the form."""
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if 'video' not in request.files or request.files['video'].filename == '':
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flash('No video file selected. Please upload a video.', 'error')
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return redirect(url_for('index'))
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video_file = request.files['video']
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# --- Get form options ---
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source_language = request.form.get('source_language', 'Auto Detect')
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translate_to = request.form.get('translate_to', 'None')
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add_tts = 'add_tts' in request.form
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add_subtitles = 'add_subtitles' in request.form
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# --- Setup a unique session directory for this request ---
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session_id = str(uuid.uuid4())
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session['session_id'] = session_id
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if not original_srt_text:
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flash('Failed to transcribe the audio. The API call might have failed or the audio is silent.', 'error')
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return redirect(url_for('index'))
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original_srt_path = os.path.join(session_dir, "original_subtitles.srt")
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with open(original_srt_path, "w", encoding="utf-8") as f:
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f.write(original_srt_text)
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results['original_srt_file'] = "original_subtitles.srt"
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srt_for_final_video = None
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tts_audio_path = None
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final_srt_text = original_srt_text
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final_srt_text = translated_srt_text # Use translated text for subsequent steps
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else:
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flash(f'Failed to translate subtitles to {translate_to}. Using original subtitles.', 'warning')
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# 4. Generate TTS Audio (if requested)
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if add_tts:
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tts_lang = translate_to if translate_to != "None" else source_language
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if tts_lang == 'Auto Detect':
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flash('TTS language cannot be "Auto Detect". Defaulting to English.', 'warning')
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tts_lang = 'English'
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tts_audio_path_out = os.path.join(session_dir, "tts_audio.mp3")
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tts_audio_path = generate_tts_audio(final_srt_text, tts_lang, tts_audio_path_out)
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if tts_audio_path:
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else:
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flash('Failed to create the final processed video.', 'error')
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return render_template('index.html',
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supported_languages=SUPPORTED_LANGUAGES,
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results=results,
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session_id=session_id
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@app.route('/download/<session_id>/<path:filename>')
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def download_file(session_id, filename):
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# --- Run the App ---
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if __name__ == '__main__':
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app.run(host="0.0.0.0", port=7860)
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import os
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import google.generativeai as genai
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from moviepy.editor import *
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import moviepy.config as mp_config
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import tempfile
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import logging
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import srt
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logging.basicConfig(level=logging.INFO)
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logging.getLogger("moviepy").setLevel(logging.ERROR)
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# Set a marker to check if ImageMagick is not found
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IMAGEMAGICK_NOT_FOUND = False
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try:
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# This will raise an exception if ImageMagick is not found
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TextClip("test", font='Arial', fontsize=24, color='white')
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except Exception as e:
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if "ImageMagick is not installed" in str(e) or "magick: not found" in str(e):
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IMAGEMAGICK_NOT_FOUND = True
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logging.warning("ImageMagick is not installed or not found in the system's PATH. Subtitle generation will be disabled.")
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logging.warning("Please install ImageMagick and ensure its 'magick' command is accessible from your shell.")
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else:
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# Handle other potential startup errors from TextClip
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logging.error(f"An unexpected error occurred with MoviePy/ImageMagick: {e}")
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# Configure Gemini API
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# IMPORTANT: Set your GEMINI_API_KEY as an environment variable for this to work.
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try:
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genai.configure(api_key=os.environ["GEMINI_API_KEY"])
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except KeyError:
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# This will be handled in the Flask app to show a message to the user
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pass
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# --- Flask App Initialization ---
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"response_mime_type": "text/plain",
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}
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# List of all supported languages for the UI
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SUPPORTED_LANGUAGES = [
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"Auto Detect", "English", "Chinese", "German", "Spanish", "Russian", "Korean",
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# Language code mapping for Google Text-to-Speech (gTTS)
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LANGUAGE_CODES = {
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"English": "en", "Chinese": "zh", "German": "de", "Spanish": "es", "Russian": "ru",
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"Korean": "ko", "French": "fr", "Japanese": "ja", "Portuguese": "pt", "Turkish": "tr",
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"Polish": "pl", "Catalan": "ca", "Dutch": "nl", "Arabic": "ar", "Swedish": "sv",
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"Italian": "it", "Indonesian": "id", "Hindi": "hi", "Finnish": "fi", "Vietnamese": "vi",
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"Hebrew": "iw", "Ukrainian": "uk", "Greek": "el", "Malay": "ms", "Czech": "cs",
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"Romanian": "ro", "Danish": "da", "Hungarian": "hu", "Tamil": "ta", "Norwegian": "no",
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"Thai": "th", "Urdu": "ur", "Croatian": "hr", "Bulgarian": "bg", "Lithuanian": "lt",
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"Latin": "la", "Malayalam": "ml", "Welsh": "cy", "Slovak": "sk", "Telugu": "te",
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"Persian": "fa", "Latvian": "lv", "Bengali": "bn", "Serbian": "sr", "Slovenian": "sl",
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"Kannada": "kn", "Estonian": "et", "Macedonian": "mk", "Armenian": "hy", "Nepali": "ne",
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"Mongolian": "mn", "Bosnian": "bs", "Kazakh": "kk", "Albanian": "sq", "Swahili": "sw",
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"Gujarati": "gu", "Lao": "lo", "Uzbek": "uz", "Maltese": "mt", "Burmese": "my",
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"Tagalog": "tl", "Javanese": "jw", "Sundanese": "su", "Afrikaans": "af"
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}
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# --- Core Processing Functions ---
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def get_gemini_model():
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"""Initializes and returns the Gemini model, checking for API key."""
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if "GEMINI_API_KEY" not in os.environ:
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return None
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return genai.GenerativeModel(
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model_name="gemini-1.5-flash",
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generation_config=generation_config,
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)
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def extract_audio_from_video(video_path, audio_path):
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"""Extract audio from a video file into a WAV file."""
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try:
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def transcribe_audio_with_gemini(audio_path, source_language):
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"""Transcribe audio using Gemini, requesting output in SRT format."""
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model = get_gemini_model()
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if not model:
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return None
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try:
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logging.info(f"Uploading audio file: {audio_path}")
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audio_file = genai.upload_file(path=audio_path)
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language_prompt = f"in {source_language}" if source_language != "Auto Detect" else ""
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prompt = f"""
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You are a professional transcriber. Transcribe this audio accurately and verbatim {language_prompt}.
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Your output MUST be in the SRT (SubRip) format.
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Ensure timestamps are precise. Respond ONLY with the transcription in the SRT format.
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Do not add explanations, notes, or any other text outside of the valid SRT content.
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"""
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logging.info("Sending transcription request to Gemini...")
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response = model.generate_content([prompt, audio_file], request_options={"timeout": 600})
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genai.delete_file(audio_file.name) # Clean up the uploaded file
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def translate_srt(srt_text, target_language):
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"""Translate an SRT file using Gemini while preserving its structure."""
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model = get_gemini_model()
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if not model:
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return None
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try:
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prompt = f"""
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Translate the following SRT subtitles into {target_language}.
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try:
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subtitles = list(srt.parse(srt_text))
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full_text = " ".join([sub.content.replace('\n', ' ') for sub in subtitles])
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if not full_text:
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return None
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if not lang_code:
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flash(f"Language '{language}' not supported for TTS, defaulting to English.", "warning")
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lang_code = "en"
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logging.info(f"Generating TTS audio in '{language}' ({lang_code})...")
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tts = gTTS(text=full_text, lang=lang_code, slow=False)
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tts.save(tts_audio_path)
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try:
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logging.info("Creating final video...")
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original_clip = VideoFileClip(original_video_path)
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final_clip = original_clip
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# If new audio is provided, replace the original audio track
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if new_audio_path:
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tts_audio_clip = AudioFileClip(new_audio_path)
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# If the new audio is shorter than the video, loop it.
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if tts_audio_clip.duration < original_clip.duration:
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tts_audio_clip = tts_audio_clip.fx(vfx.loop, duration=original_clip.duration)
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final_clip = original_clip.set_audio(tts_audio_clip)
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# If subtitle text is provided, burn it into the video
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if srt_text and not IMAGEMAGICK_NOT_FOUND:
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with tempfile.NamedTemporaryFile(mode='w', suffix='.srt', delete=False, encoding='utf-8') as temp_srt:
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temp_srt.write(srt_text)
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srt_filepath = temp_srt.name
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# Subtitle styling
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generator = lambda txt: TextClip(
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txt, font='Arial-Bold', fontsize=24, color='white',
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stroke_color='black', stroke_width=1, method='caption',
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236 |
size=(final_clip.w * 0.8, None) # Subtitles take 80% of video width
|
237 |
)
|
238 |
+
|
239 |
subtitles_clip = SubtitlesClip(srt_filepath, generator)
|
240 |
# Composite the video with the subtitles
|
241 |
final_video = CompositeVideoClip([final_clip, subtitles_clip.set_position(('center', 'bottom'))])
|
242 |
os.remove(srt_filepath) # Clean up temp srt file
|
243 |
else:
|
244 |
final_video = final_clip
|
245 |
+
|
246 |
# Write the final video file
|
247 |
final_video.write_videofile(output_path, codec='libx264', audio_codec='aac', threads=4, logger=None)
|
248 |
+
|
249 |
# Close all clips to release memory
|
250 |
+
if 'tts_audio_clip' in locals() and tts_audio_clip:
|
251 |
tts_audio_clip.close()
|
252 |
final_video.close()
|
253 |
+
original_clip.close()
|
254 |
+
|
255 |
logging.info(f"Final video saved to {output_path}")
|
256 |
return output_path
|
257 |
except Exception as e:
|
|
|
265 |
def index():
|
266 |
"""Render the main page. Clear session for a fresh start."""
|
267 |
session.clear()
|
268 |
+
api_key_status = "GEMINI_API_KEY" in os.environ
|
269 |
+
return render_template('index.html',
|
270 |
+
supported_languages=SUPPORTED_LANGUAGES,
|
271 |
+
imagemagick_missing=IMAGEMAGICK_NOT_FOUND,
|
272 |
+
api_key_set=api_key_status)
|
273 |
|
274 |
@app.route('/process', methods=['POST'])
|
275 |
def process():
|
276 |
"""Handle the video processing request from the form."""
|
277 |
+
if "GEMINI_API_KEY" not in os.environ:
|
278 |
+
flash('Your GEMINI_API_KEY environment variable is not set. Please set it to use the application.', 'error')
|
279 |
+
return redirect(url_for('index'))
|
280 |
+
|
281 |
if 'video' not in request.files or request.files['video'].filename == '':
|
282 |
flash('No video file selected. Please upload a video.', 'error')
|
283 |
return redirect(url_for('index'))
|
284 |
|
285 |
video_file = request.files['video']
|
286 |
+
|
287 |
# --- Get form options ---
|
288 |
source_language = request.form.get('source_language', 'Auto Detect')
|
289 |
translate_to = request.form.get('translate_to', 'None')
|
290 |
add_tts = 'add_tts' in request.form
|
291 |
add_subtitles = 'add_subtitles' in request.form
|
292 |
+
|
293 |
+
if IMAGEMAGICK_NOT_FOUND and add_subtitles:
|
294 |
+
flash("Cannot add subtitles because ImageMagick is not installed. The video will be processed without them.", "warning")
|
295 |
+
add_subtitles = False
|
296 |
+
|
297 |
# --- Setup a unique session directory for this request ---
|
298 |
session_id = str(uuid.uuid4())
|
299 |
session['session_id'] = session_id
|
|
|
318 |
if not original_srt_text:
|
319 |
flash('Failed to transcribe the audio. The API call might have failed or the audio is silent.', 'error')
|
320 |
return redirect(url_for('index'))
|
321 |
+
|
322 |
original_srt_path = os.path.join(session_dir, "original_subtitles.srt")
|
323 |
with open(original_srt_path, "w", encoding="utf-8") as f:
|
324 |
f.write(original_srt_text)
|
325 |
results['original_srt_file'] = "original_subtitles.srt"
|
326 |
+
|
327 |
srt_for_final_video = None
|
328 |
tts_audio_path = None
|
329 |
final_srt_text = original_srt_text
|
|
|
339 |
final_srt_text = translated_srt_text # Use translated text for subsequent steps
|
340 |
else:
|
341 |
flash(f'Failed to translate subtitles to {translate_to}. Using original subtitles.', 'warning')
|
342 |
+
|
343 |
# 4. Generate TTS Audio (if requested)
|
344 |
if add_tts:
|
345 |
tts_lang = translate_to if translate_to != "None" else source_language
|
346 |
if tts_lang == 'Auto Detect':
|
347 |
flash('TTS language cannot be "Auto Detect". Defaulting to English.', 'warning')
|
348 |
tts_lang = 'English'
|
349 |
+
|
350 |
tts_audio_path_out = os.path.join(session_dir, "tts_audio.mp3")
|
351 |
tts_audio_path = generate_tts_audio(final_srt_text, tts_lang, tts_audio_path_out)
|
352 |
if tts_audio_path:
|
|
|
367 |
else:
|
368 |
flash('Failed to create the final processed video.', 'error')
|
369 |
|
370 |
+
api_key_status = "GEMINI_API_KEY" in os.environ
|
371 |
return render_template('index.html',
|
372 |
supported_languages=SUPPORTED_LANGUAGES,
|
373 |
results=results,
|
374 |
+
session_id=session_id,
|
375 |
+
imagemagick_missing=IMAGEMAGICK_NOT_FOUND,
|
376 |
+
api_key_set=api_key_status)
|
377 |
|
378 |
@app.route('/download/<session_id>/<path:filename>')
|
379 |
def download_file(session_id, filename):
|
|
|
384 |
|
385 |
# --- Run the App ---
|
386 |
if __name__ == '__main__':
|
387 |
+
app.run(host="0.0.0.0", port=7860)
|