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cs.SD2022
Language-Based Audio Retrieval with Converging Tied Layers and Contrastive Loss
Andrew Koh, Eng Siong Chng
In this paper, we tackle the new Language-Based Audio Retrieval task proposed in DCASE 2022. Firstly, we introduce a simple, scalable architecture which ties both the audio and tex…
cs.CL2022
Automated Audio Captioning with Epochal Difficult Captions for Curriculum Learning
Andrew Koh, Soham Tiwari, Chng Eng Siong
In this paper, we propose an algorithm, Epochal Difficult Captions, to supplement the training of any model for the Automated Audio Captioning task. Epochal Difficult Captions is a…