Search Results for author: Andrew Koh

Found 6 papers, 1 papers with code

Attention Capture

no code implementations12 Sep 2022 Andrew Koh, Sivakorn Sanguanmoo

We use these results to solve the problem of a designer with (i) nonlinear preferences over DM's stopping times: optimal structures have a block structure such that DM's indifference times coincide with the support of her stopping time; and (ii) preferences over actions and stopping times when they are additive or supermodular.

Language-Based Audio Retrieval with Converging Tied Layers and Contrastive Loss

no code implementations29 Jun 2022 Andrew Koh, Eng Siong Chng

In this paper, we tackle the new Language-Based Audio Retrieval task proposed in DCASE 2022.

Retrieval

Automated Audio Captioning with Epochal Difficult Captions for Curriculum Learning

no code implementations4 Jun 2022 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.

Audio captioning

Automated Audio Captioning using Transfer Learning and Reconstruction Latent Space Similarity Regularization

no code implementations10 Aug 2021 Andrew Koh, Fuzhao Xue, Eng Siong Chng

In this paper, we examine the use of Transfer Learning using Pretrained Audio Neural Networks (PANNs), and propose an architecture that is able to better leverage the acoustic features provided by PANNs for the Automated Audio Captioning Task.

Audio captioning Transfer Learning

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