#cross-lingual-ai News & Analysis

Efficient Training for Cross-lingual Speech Language Models

Researchers introduce Cross-lingual Speech Language Models (CSLM), an efficient training method for building multilingual speech AI systems using discrete speech tokens. The approach achieves cross-modal and cross-lingual alignment through continual pre-training and instruction fine-tuning, enabling effective speech LLMs without requiring massive datasets.