Multimodal and Real-Time Speech Serving

5.32.1Image/Video Preprocessing and Vision Encoders#

5.32.2Multi-Stage Encoder–Decoder Scheduling#

5.32.3Vision Tokens, Cross-Modal Cache, and Batching#

5.32.4Audio Codec, Dual-AR, and the Thinker–Talker Pipeline#

5.32.5Streaming ASR, TTS, Vocoder, and Full-Duplex Interaction#

5.32.6CPU Resources, Audio/Video I/O, and Real-Time Latency Budgets#