Investigating Transformer Encoders and Fusion Strategies for Speech Emotion Recognition in Emergency Call Center Conversations.

Author:

Deschamps-Berger Theo1ORCID,Lamel Lori2ORCID,Devillers Laurence2ORCID

Affiliation:

1. Paris-Saclay University, France and Sorbonne University, France

2. LISN - CNRS, France

Publisher

ACM

Reference54 articles.

1. Francisca Acheampong Henry Nunoo-Mensah and Wenyu Chen. 2021. Transformer Models for Text-based Emotion Detection: A Review of BERT-based Approaches. Francisca Acheampong Henry Nunoo-Mensah and Wenyu Chen. 2021. Transformer Models for Text-based Emotion Detection: A Review of BERT-based Approaches.

2. Alexei Baevski , Steffen Schneider , and Michael Auli . 2020. Vq-Wav2vec: Self-Supervised Learning of Discrete Speech Representations. arXiv:1910.05453 [cs] (Feb . 2020 ). arxiv:1910.05453 [cs] Alexei Baevski, Steffen Schneider, and Michael Auli. 2020. Vq-Wav2vec: Self-Supervised Learning of Discrete Speech Representations. arXiv:1910.05453 [cs] (Feb. 2020). arxiv:1910.05453 [cs]

3. Alexei Baevski , Henry Zhou , Abdelrahman Mohamed , and Michael Auli . 2020. Wav2vec 2.0 : A Framework for Self-Supervised Learning of Speech Representations. arXiv:2006.11477 [cs, eess] (Oct . 2020 ). arxiv:2006.11477 [cs, eess] Alexei Baevski, Henry Zhou, Abdelrahman Mohamed, and Michael Auli. 2020. Wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations. arXiv:2006.11477 [cs, eess] (Oct. 2020). arxiv:2006.11477 [cs, eess]

4. Jonathan Boigne Biman Liyanage and Ted Östrem. 2020. Recognizing More Emotions with Less Data Using Self-supervised Transfer Learning. https://doi.org/10.48550/arXiv.2011.05585 arxiv:2011.05585 [cs eess] 10.48550/arXiv.2011.05585

5. Jonathan Boigne Biman Liyanage and Ted Östrem. 2020. Recognizing More Emotions with Less Data Using Self-supervised Transfer Learning. https://doi.org/10.48550/arXiv.2011.05585 arxiv:2011.05585 [cs eess]

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