Autoad-zero: A training-free framework for zero-shot audio description
Our objective is to generate Audio Descriptions (ADs) for both movies and TV series in a
training-free manner. We use the power of off-the-shelf Video Language Models (VLMs) and …
training-free manner. We use the power of off-the-shelf Video Language Models (VLMs) and …
StoryTeller: Improving Long Video Description through Global Audio-Visual Character Identification
Existing large vision-language models (LVLMs) are largely limited to processing short,
seconds-long videos and struggle with generating coherent descriptions for extended video …
seconds-long videos and struggle with generating coherent descriptions for extended video …
DistinctAD: Distinctive Audio Description Generation in Contexts
Audio Descriptions (ADs) aim to provide a narration of a movie in text form, describing non-
dialogue-related narratives, such as characters, actions, or scene establishment. Automatic …
dialogue-related narratives, such as characters, actions, or scene establishment. Automatic …