Latest posts tagged with #audiocaptioning on Bluesky
Mamba-2 Advances Audio Captioning via Design Space Exploration
Mamba-2, a state‑space language model, achieves audio captioning with fewer parameters than larger transformer LLMs, using LoRA fine‑tuning and connectors. Read more: getnews.me/mamba-2-advances-audio-c... #mamba2 #audiocaptioning #statespacemodel
Audio Captioning Aligned with Human Preferences via RLHF
Researchers introduced an audio captioning framework that combines RLHF with a CLAP‑based reward model, and human evaluations show its captions are preferred over baseline systems. Read more: getnews.me/audio-captioning-aligned... #audiocaptioning #rlhf #clap
Zero‑Shot Audio Captioning Boosted by MAGIC Keyword Prompts and CLIP
Zero‑shot audio captioning using audio‑CLIP and an LLM achieved a 35% gain, with the NLG mean score on WavCaps rising from 4.7 to 7.3 via the MAGIC keyword prompt. Read more: getnews.me/zero-shot-audio-captioni... #audiocaptioning #magic
