The ClipHype Pipeline Journey
Follow the winding path of stream ingestion, AI transcription, LLM scoring, and 2K hardware rendering.
Multi-Signal Audio & Chat Velocity Radar
Scans hours of stream VODs in seconds. Cross-correlates audio excitement, crowd reactions, and chat message surges to discover high-retention spikes automatically.
Faster-Whisper Word-Level Kinetic Subtitles
Generates millisecond-accurate word boundaries using local GPU CUDA acceleration. Automatically burns high-converting kinetic subtitles with zero manual typing.
Echo AI Virality Brain & Boundary Tuning
Deeply analyzes transcript dialogue, comedic punchlines, and narrative tension. Tightens clip boundaries and rates virality from 1 to 10 for maximum hook payoff.
Auto 9:16 Facecam Tracking & Speaker Framing
Identifies the streamer's webcam crop box and tracks speakers in real-time. Dynamically composes 9:16 split or centered short layouts without manual keyframing.
2K 60FPS NVENC Hardware Encoding
Renders crisp 1440×2560 vertical shorts in seconds using your NVIDIA GPU's dedicated hardware encoder, bypassing cloud queues for instant export.
