AI Video Generation & Analysis Pipeline
Text-to-video pipeline with Whisper transcription, NLP summarization and key-insight extraction, and GPT-driven content generation on a Flask backend.
Pipeline
Architecture
End-to-end flow, stage by stage.
- 01
Text prompt
- 02
GPT scripting
- 03
Whisper
- 04
NLP summarize
- 05
Flask pipeline
How it works
Built an end-to-end workflow that turns text prompts into context-aware video concepts and uses GPT for scripting and creative direction.
Integrated Whisper transcription with NLP summarization and key-insight extraction so generated or uploaded media could be analyzed as well as created.
Connected the text, speech, video, and analysis stages through a Flask and Pandas backend designed as a repeatable automated pipeline.
- 4-stage
- Transcribe → summarize → generate
- Whisper
- Automated transcription
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