20 citations · 74 across the 21 of their papers we have counts for
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eess.AS2022
On Negative Sampling for Contrastive Audio-Text Retrieval
Huang Xie, Okko Räsänen, Tuomas Virtanen
This paper investigates negative sampling for contrastive learning in the context of audio-text retrieval. The strategy for negative sampling refers to selecting negatives (either…
cs.LG2022★ 11 cited
Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition
Einari Vaaras, Manu Airaksinen, Okko Räsänen
When domain experts are needed to perform data annotation for complex machine-learning tasks, reducing annotation effort is crucial in order to cut down time and expenses. For case…