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Multimodal Emotion Recognition on RAVDESS Dataset Using Transfer Learning
16 references·7 citing·38 second hop
Multimodal Emotion Recognition on RAVDESS Dataset Using Transfer Learning (2021)Multimodal Emotion Recognition on RAVDESS…Facial Emotion Recognition Using Transfer Learning in the Deep CNN (2021)Facial Emotion Recognition Us…Emotion Recognition from Speech Using wav2vec 2.0 Embeddings (2021)Emotion Recognition from Spee…Systematic Review: Trust-Building Factors and Implications for Conversational Agent Design (2020)Systematic Review: Trust-Buil…Speech emotion recognition with deep convolutional neural networks (2020)Speech emotion recognition wi…Driver Emotion Recognition for Intelligent Vehicles (2020)Driver Emotion Recognition fo…Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers (2019)Speech emotion recognition: E…MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations (2019)MELD: A Multimodal Multi-Part…Bagged support vector machines for emotion recognition from speech (2019)Bagged support vector machine…The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English (2018)The Ryerson Audio-Visual Data…From ‘automation’ to ‘autonomy’: the importance of trust repair in human–machine interaction (2018)From ‘automation’ to ‘autonom…AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)AffectNet: A Database for Fac…Introducing the RECOLA multimodal corpus of remote collaborative and affective interactions (2013)Introducing the RECOLA multim…IEMOCAP: interactive emotional dyadic motion capture database (2008)IEMOCAP: interactive emotiona…Praat, a system for doing phonetics by computer (2002)Praat, a system for doing pho…Embodied Conversational Agents (2000)Embodied Conversational AgentsBasic Emotions (1999)Basic EmotionsUsing transformers for multimodal emotion recognition: Taxonomies and state of the art review (2024)Using transformers for multim…Exploring contactless techniques in multimodal emotion recognition: insights into diverse applications, challenges, solutions, and prospects (2024)Exploring contactless techniq…Two Birds With One Stone: Knowledge-Embedded Temporal Convolutional Transformer for Depression Detection and Emotion Recognition (2023)Two Birds With One Stone: Kno…Multimodal Emotion Recognition via Convolutional Neural Networks: Comparison of different strategies on two multimodal datasets (2023)Multimodal Emotion Recognitio…Multimodal Emotion Detection via Attention-Based Fusion of Extracted Facial and Speech Features (2023)Multimodal Emotion Detection …Emotional Coloring of Kazakh People’s Names in the Semantic Knowledge Database of "Fascinating Onomastics" Mobile Application (2022)Emotional Coloring of Kazakh …A Proposal for Multimodal Emotion Recognition Using Aural Transformers and Action Units on RAVDESS Dataset (2021)A Proposal for Multimodal Emo…A circumplex model of affect. (1980)Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Measuring emotion: The self-assessment manikin and the semantic differential (1994)End-to-End Multimodal Emotion Recognition Using Deep Neural Networks (2017)Speech Emotion Recognition Using Deep Learning Techniques: A Review (2019)Coefficient Alpha and the Internal Structure of Tests (1951)The Hidden Dimension (1973)Affective Computing (1997)Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)A Coefficient of Agreement for Nominal Scales (1960)Intraclass correlations: Uses in assessing rater reliability. 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References

  • 2002Praat, a system for doing phonetics by computer4,438 cited
  • 2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
  • 2017AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild2,335 cited
  • 1999Basic Emotions2,125 cited
  • 2018The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English1,898 cited
  • 2000Embodied Conversational Agents1,809 cited
  • 2019MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations1,413 cited
  • 2013Introducing the RECOLA multimodal corpus of remote collaborative and affective interactions776 cited
  • 2019Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers725 cited
  • 2020Speech emotion recognition with deep convolutional neural networks621 cited
  • 2018From ‘automation’ to ‘autonomy’: the importance of trust repair in human–machine interaction402 cited
  • 2021Emotion Recognition from Speech Using wav2vec 2.0 Embeddings388 cited
  • 2020Systematic Review: Trust-Building Factors and Implications for Conversational Agent Design360 cited
  • 2021Facial Emotion Recognition Using Transfer Learning in the Deep CNN

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336 cited
  • 2019Bagged support vector machines for emotion recognition from speech248 cited
  • 2020Driver Emotion Recognition for Intelligent Vehicles243 cited
  • Cited by

    • 2024Using transformers for multimodal emotion recognition: Taxonomies and state of the art review123 cited
    • 2021A Proposal for Multimodal Emotion Recognition Using Aural Transformers and Action Units on RAVDESS Dataset120 cited
    • 2023Multimodal Emotion Detection via Attention-Based Fusion of Extracted Facial and Speech Features119 cited
    • 2023Multimodal Emotion Recognition via Convolutional Neural Networks: Comparison of different strategies on two multimodal datasets65 cited
    • 2024Exploring contactless techniques in multimodal emotion recognition: insights into diverse applications, challenges, solutions, and prospects56 cited
    • 2023Two Birds With One Stone: Knowledge-Embedded Temporal Convolutional Transformer for Depression Detection and Emotion Recognition55 cited
    • 2022Emotional Coloring of Kazakh People’s Names in the Semantic Knowledge Database of "Fascinating Onomastics" Mobile Application3 cited