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20172022
most citedCompression of Acoustic Event Detection Models with Low-rank Matrix Factorization and Quantization Training

11 citations · 20 across the 8 of their papers we have counts for

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2 papers · 1 filter

cs.CL2022★ 1 cited

Sentiment-Aware Automatic Speech Recognition pre-training for enhanced Speech Emotion Recognition

Ayoub Ghriss, Bo Yang, Viktor Rozgic +2

We propose a novel multi-task pre-training method for Speech Emotion Recognition (SER). We pre-train SER model simultaneously on Automatic Speech Recognition (ASR) and sentiment cl…

cs.CL2019

Multimodal and Multi-view Models for Emotion Recognition

Gustavo Aguilar, Viktor Rozgić, Weiran Wang +1

Studies on emotion recognition (ER) show that combining lexical and acoustic information results in more robust and accurate models. The majority of the studies focus on settings w…