The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests

no code implementations • 28 Apr 2023 • Björn W. Schuller, Anton Batliner, Shahin Amiriparian, Alexander Barnhill, Maurice Gerczuk, Andreas Triantafyllopoulos, Alice Baird, Panagiotis Tzirakis, Chris Gagne, Alan S. Cowen, Nikola Lackovic, Marie-José Caraty, Claude Montacié

The ACM Multimedia 2023 Computational Paralinguistics Challenge addresses two different problems for the first time in a research competition under well-defined conditions: In the Emotion Share Sub-Challenge, a regression on speech has to be made; and in the Requests Sub-Challenges, requests and complaints need to be detected.

regression

Prediction of User Request and Complaint in Spoken Customer-Agent Conversations

no code implementations • 27 Jul 2022 • Nikola Lackovic, Claude Montacié, Gauthier Lalande, Marie-José Caraty

We have used Bidirectional Encoder Representation from Transformers models for the linguistic features, openSMILE and Wav2Vec 2. 0 for the audio features.

Management