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Citations

To cite Hume's expressive communication platform, please reference one or more of the papers relevant to your application.

Publication Year Modality BibTeX
Self-report captures 27 distinct categories of emotion bridged by continuous gradients 2017 multi Cite
Mapping the Passions: Toward a High-Dimensional Taxonomy of Emotional Experience and Expression 2019 multi Cite
The primacy of categories in the recognition of 12 emotions in speech prosody across two cultures 2019 voice Cite
Mapping 24 emotions conveyed by brief human vocalization 2019 voice Cite
Emotional expression: Advances in basic emotion theory 2019 multi Cite
What the face displays: Mapping 28 emotions conveyed by naturalistic expression 2020 face Cite
The neural representation of visually evoked emotion is high-dimensional, categorical, and distributed across transmodal brain regions 2020 multi Cite
What music makes us feel: At least 13 dimensions organize subjective experiences associated with music across different cultures 2020 music Cite
GoEmotions: A Dataset of Fine-Grained Emotions 2020 text Cite
Universal facial expressions uncovered in art of the ancient Americas: A computational approach 2020 face Cite
Sixteen facial expressions occur in similar contexts worldwide 2021 face Cite
The MuSe 2022 Multimodal Sentiment Analysis Challenge: Humor, Emotional Reactions, and Stress 2022 multi Cite
The ACII 2022 Affective Vocal Bursts Workshop & Competition: Understanding a critically understudied modality of emotional expression 2022 voice Cite
The ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts 2022 voice Cite
Intersectionality in emotion signaling and recognition: The influence of gender, ethnicity, and social class 2022 body Cite
How emotions, relationships, and culture constitute each other: advances in social functionalist theory 2022 multi Cite
State & Trait Measurement from Nonverbal Vocalizations: A Multi-Task Joint Learning Approach 2022 voice Cite

BibTeX

@article{cowen2017self,
  title={Self-report captures 27 distinct categories of emotion bridged by continuous gradients},
  author={Cowen, Alan S and Keltner, Dacher},
  journal={Proceedings of the national academy of sciences},
  volume={114},
  number={38},
  pages={E7900--E7909},
  year={2017},
  publisher={National Acad Sciences}
}

@article{cowen2019mapping,
  title={Mapping the passions: Toward a high-dimensional taxonomy of emotional experience and expression},
  author={Cowen, Alan and Sauter, Disa and Tracy, Jessica L and Keltner, Dacher},
  journal={Psychological Science in the Public Interest},
  volume={20},
  number={1},
  pages={69--90},
  year={2019},
  publisher={Sage Publications Sage CA: Los Angeles, CA}
}

@article{cowen2019primacy,
  title={The primacy of categories in the recognition of 12 emotions in speech prosody across two cultures},
  author={Cowen, Alan S and Laukka, Petri and Elfenbein, Hillary Anger and Liu, Runjing and Keltner, Dacher},
  journal={Nature human behaviour},
  volume={3},
  number={4},
  pages={369--382},
  year={2019},
  publisher={Nature Publishing Group}
}

@article{cowen2019mapping,
  title={Mapping 24 emotions conveyed by brief human vocalization.},
  author={Cowen, Alan S and Elfenbein, Hillary Anger and Laukka, Petri and Keltner, Dacher},
  journal={American Psychologist},
  volume={74},
  number={6},
  pages={698},
  year={2019},
  publisher={American Psychological Association}
}

@article{keltner2019emotional,
  title={Emotional expression: Advances in basic emotion theory},
  author={Keltner, Dacher and Sauter, Disa and Tracy, Jessica and Cowen, Alan},
  journal={Journal of nonverbal behavior},
  volume={43},
  number={2},
  pages={133--160},
  year={2019},
  publisher={Springer}
}

@article{cowen2020face,
  title={What the face displays: Mapping 28 emotions conveyed by naturalistic expression.},
  author={Cowen, Alan S and Keltner, Dacher},
  journal={American Psychologist},
  volume={75},
  number={3},
  pages={349},
  year={2020},
  publisher={American Psychological Association}
}

@article{horikawa2020neural,
  title={The neural representation of visually evoked emotion is high-dimensional, categorical, and distributed across transmodal brain regions},
  author={Horikawa, Tomoyasu and Cowen, Alan S and Keltner, Dacher and Kamitani, Yukiyasu},
  journal={Iscience},
  volume={23},
  number={5},
  pages={101060},
  year={2020},
  publisher={Elsevier}
}

@article{cowen2020music,
  title={What music makes us feel: At least 13 dimensions organize subjective experiences associated with music across different cultures},
  author={Cowen, Alan S and Fang, Xia and Sauter, Disa and Keltner, Dacher},
  journal={Proceedings of the National Academy of Sciences},
  volume={117},
  number={4},
  pages={1924--1934},
  year={2020},
  publisher={National Acad Sciences}
}

@article{demszky2020goemotions,
  title={GoEmotions: A dataset of fine-grained emotions},
  author={Demszky, Dorottya and Movshovitz-Attias, Dana and Ko, Jeongwoo and Cowen, Alan and Nemade, Gaurav and Ravi, Sujith},
  journal={arXiv preprint arXiv:2005.00547},
  year={2020}
}

@article{cowen2020universal,
  title={Universal facial expressions uncovered in art of the ancient Americas: A computational approach},
  author={Cowen, Alan S and Keltner, Dacher},
  journal={Science advances},
  volume={6},
  number={34},
  pages={eabb1005},
  year={2020},
  publisher={American Association for the Advancement of Science}
}

@article{cowen2021sixteen,
  title={Sixteen facial expressions occur in similar contexts worldwide},
  author={Cowen, Alan S and Keltner, Dacher and Schroff, Florian and Jou, Brendan and Adam, Hartwig and Prasad, Gautam},
  journal={Nature},
  volume={589},
  number={7841},
  pages={251--257},
  year={2021},
  publisher={Nature Publishing Group}
}

@article{christ2022muse,
  title={The MuSe 2022 Multimodal Sentiment Analysis Challenge: Humor, Emotional Reactions, and Stress},
  author={Christ, Lukas and Amiriparian, Shahin and Baird, Alice and Tzirakis, Panagiotis and Kathan, Alexander and M{\"u}ller, Niklas and Stappen, Lukas and Me{\ss}ner, Eva-Maria and K{\"o}nig, Andreas and Cowen, Alan and others},
  year={2022}
}

@article{baird2022acii,
  title={The ACII 2022 Affective Vocal Bursts Workshop \& Competition: Understanding a critically understudied modality of emotional expression},
  author={Baird, Alice and Tzirakis, Panagiotis and Brooks, Jeffrey A and Gregory, Christopher B and Schuller, Bj{\"o}rn and Batliner, Anton and Keltner, Dacher and Cowen, Alan},
  journal={arXiv preprint arXiv:2207.03572},
  year={2022}
}

@article{baird2022icml,
  title={The ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts},
  author={Baird, Alice and Tzirakis, Panagiotis and Gidel, Gauthier and Jiralerspong, Marco and Muller, Eilif B and Mathewson, Kory and Schuller, Bj{\"o}rn and Cambria, Erik and Keltner, Dacher and Cowen, Alan},
  journal={arXiv preprint arXiv:2205.01780},
  year={2022}
}

@article{monroy2022intersectionality,
  title={Intersectionality in emotion signaling and recognition: The influence of gender, ethnicity, and social class.},
  author={Monroy, Maria and Cowen, Alan S and Keltner, Dacher},
  journal={Emotion},
  year={2022},
  publisher={American Psychological Association}
}

@article{keltner2022emotions,
  title={How emotions, relationships, and culture constitute each other: advances in social functionalist theory},
  author={Keltner, Dacher and Sauter, Disa and Tracy, Jessica L and Wetchler, Everett and Cowen, Alan S},
  journal={Cognition and Emotion},
  volume={36},
  number={3},
  pages={388--401},
  year={2022},
  publisher={Taylor \& Francis}
}

@inproceedings{baird22_interspeech,
  author={Alice Baird and Panagiotis Tzirakis and Jeff Brooks and Lauren Kim and Michael Opara and Chris Gregory and Jacob Metrick and Garrett Boseck and Dacher Keltner and Alan Cowen},
  title={{State & Trait Measurement from Nonverbal Vocalizations: A Multi-Task Joint Learning Approach}},
  year=2022,
  booktitle={Proc. Interspeech 2022},
  pages={2028--2032},
  doi={10.21437/Interspeech.2022-10927}
}