Tell me which alternative you prefer and any audience or tone (e.g., survivor-focused, general public, legal/advocacy), and I’ll draft it.

def nlp_enrich(transcript): sentiment_pipe = pipeline("sentiment-analysis") summary_pipe = pipeline("summarization") # Sentiment (use first 512 tokens for speed) sentiment = sentiment_pipe(transcript[:512])[0]

#SexualViolence #ChildAbuse #Incest #SurvivorStory #PsychologicalImpact #LegalRights #VictimSupport #Awareness #Prevention #Indonesia

If you need recommendations for .

In today's digital age, the internet has become a vast repository of information, entertainment, and connectivity. With just a few clicks, one can access a world of content, ranging from educational materials to music, movies, and more. However, this accessibility also comes with its set of challenges, including concerns about online safety, content legality, and the distribution of sensitive or harmful material.

# Extract audio for Whisper audio_tmp = pathlib.Path("audio.wav") subprocess.run(["ffmpeg", "-i", str(video_path), "-vn", "-acodec", "pcm_s16le", "-ar", "16000", "-ac", "1", str(audio_tmp), "-hide_banner", "-loglevel", "error"], check=True) transcript, segments = transcribe(audio_tmp)

Sexual violence, including rape and forced sexual acts, is a frequent consequence of forced marriage. The World Health Organization (WHO) reports that approximately 1 in 3 women worldwide have experienced physical or sexual violence, often at the hands of an intimate partner.

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