- LLaMA-Omni https://github.com/ictnlp/LLaMA-Omni a speech-language model built on Llama-3.1-8B-Instruct for simultaneous generation of text and speech
- Ichigo https://github.com/homebrewltd/ichigo open research project extending a text-based LLM to have native listening ability, using an early fusion technique