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Oct, 2020
利用Transformer的调制融合进行语言-声学情感识别
Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition
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Jean-Benoit Delbrouck, Noé Tits, Stéphane Dupont
TL;DR
本文提出了基于Transformer和调制的两种极具轻量性能却强大的情感识别和情感分析解决方案，通过组合大量数据集的语言和语音输入来挑战、有时甚至超越这一领域的现有技术，并在IEMOCAP、MOSI、MOSEI和MELD数据集上评估和验证其性能。
Abstract
This paper aims to bring a new lightweight yet powerful solution for the task of
emotion recognition
and
sentiment analysis
. Our motivation is to propose two architectures based on
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