Automated Audio Captioning

Improving Audio Captioning Models with Fine-grained Audio Features, Text Embedding Supervision, and LLM Mix-up Augmentation

root October 4, 2023 0

The research focuses on enhancing Automated Audio Captioning (AAC), which generates descriptions for various sounds. The latest systems use seq2seq models like Transformers. This study aims to improve these models…

Machine Learning Sound

Weakly-supervised Automated Audio Captioning via text only training

root September 25, 2023 0

The article discusses a new approach to Automated Audio Captioning (AAC) that eliminates the need for paired audio-text data. This method uses a pre-trained Contrastive Language-Audio Pretraining (CLAP) model and…

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Automated Audio Captioning

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