Search Results for author: Tiago Tavares

Found 2 papers, 1 papers with code

On Class Separability Pitfalls In Audio-Text Contrastive Zero-Shot Learning

no code implementations23 Aug 2024 Tiago Tavares, Fabio Ayres, Zhepei Wang, Paris Smaragdis

Recent advances in audio-text cross-modal contrastive learning have shown its potential towards zero-shot learning.

Contrastive Learning Zero-Shot Learning

Unsupervised Improvement of Audio-Text Cross-Modal Representations

1 code implementation3 May 2023 Zhepei Wang, Cem Subakan, Krishna Subramani, Junkai Wu, Tiago Tavares, Fabio Ayres, Paris Smaragdis

In this paper, we study unsupervised approaches to improve the learning framework of such representations with unpaired text and audio.

Acoustic Scene Classification Classification +2

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