Experimenting with Continuity Edits | Wan 2.2 + InfiniteTalk + Qwen Image Edit

Here is the Episode 3 of my AI sci-fi film experiment. Earlier episodes are posted here or you can see them on www.youtube.com/@Stellarchive

This time I tried to push continuity and dialogue further. A few takeaways that might help others:

• Making characters talk is tough. Huge render times and often a small issue is enough of a reason to discard the entire generation. This is with a 5090 & CausVid LoRas (Wan 2.1). Build dialogues only in necessary shots.
• InfiniteTalk > Wan S2V. For speech-to-video, InfiniteTalk feels far more reliable. Characters are more expressive and respond well to prompts. Workflows with auto frame calculations: https://pastebin.com/N2qNmrh5 (Multiple people), https://pastebin.com/BdgfR4kg (Single person)
• Qwen Image Edit for perspective shifts. It can create alternate camera angles from a single frame. The failure rate is high, but when it works, it helps keep spatial consistency across shots. Maybe a LoRa can be trained to get more consistent results.

Appreciate any thoughts or critique – I’m trying to level up with each scene