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20202025
most citedPre-trained Model Representations and their Robustness against Noise for Speech Emotion Analysis

1 citations · 1 across the 6 of their papers we have counts for

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cs.SD2023

Learning to Detect Novel and Fine-Grained Acoustic Sequences Using Pretrained Audio Representations

Vasudha Kowtha, Miquel Espi Marques, Jonathan Huang +2

This work investigates pretrained audio representations for few shot Sound Event Detection. We specifically address the task of few shot detection of novel acoustic sequences, or s…

eess.AS2023★ 1 cited

Pre-trained Model Representations and their Robustness against Noise for Speech Emotion Analysis

Vikramjit Mitra, Vasudha Kowtha, Hsiang-Yun Sherry Chien +2

Pre-trained model representations have demonstrated state-of-the-art performance in speech recognition, natural language processing, and other applications. Speech models, such as…