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cs.SD2024
Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding
Jizhong Liu, Gang Li, Junbo Zhang +5
Automated audio captioning (AAC) is an audio-to-text task to describe audio contents in natural language. Recently, the advancements in large language models (LLMs), with improveme…
cs.SD2024
Scaling up masked audio encoder learning for general audio classification
Heinrich Dinkel, Zhiyong Yan, Yongqing Wang +3
Despite progress in audio classification, a generalization gap remains between speech and other sound domains, such as environmental sounds and music. Models trained for speech tas…