BiGe

AQ-GT: a Temporally Aligned and Quantized GRU-Transformer for Co-Speech Gesture Synthesis

This work presents an approach to pre-train partial gesture sequences using a generative adversarial network with a quantization pipeline, and demonstrates that this approach outperforms the current state of the art by a clear margin and is partially indistinguishable from human gesturing.