Weekly Large Model Application

Mar 20, 2026 · Artificial Intelligence

Inside GLM-4-Voice: An End-to-End Chinese-English Speech Dialogue Model

GLM-4-Voice is an end-to-end Chinese-English speech dialogue model that aligns discrete speech tokens with GLM-4-9B, uses VQ-based tokenization at 12.5 token/s, supports emotion, tone, speed and dialect control, and offers streaming inference with low latency, while detailing its architecture, advantages, limitations and suitable use cases.