A 2.7B-parameter Mamba-2 based audio captioning model (MAC) matches or surpasses larger transformer-based audio-language models on several zero-shot classification and captioning benchmarks, with additional design-space analysis.
GAMA: A large audio-language model with advanced audio understanding and complex reasoning abilities,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.SD 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
SAM: A Mamba-2 State-Space Audio-Language Model
A 2.7B-parameter Mamba-2 based audio captioning model (MAC) matches or surpasses larger transformer-based audio-language models on several zero-shot classification and captioning benchmarks, with additional design-space analysis.