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Towards the Explainability of Multimodal Speech Emotion Recognition · Study

WorkTowards the Explainability of Multimodal Speech Emotion Recognition

Puneet Kumar2021

Work2021

Towards the Explainability of Multimodal Speech Emotion Recognition

Puneet Kumar · Vishesh Kaushik · Balasubramanian Raman

54 citations·0/0 files stored·Interspeech (USB)

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Emotion and Mood Recognition Speech and Audio Processing Explainable Artificial Intelligence (XAI)

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References

2008IEMOCAP: interactive emotional dyadic motion capture database 2008A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions 2017Evaluating deep learning architectures for Speech Emotion Recognition 2018ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection 2016MSP-IMPROV: An Acted Corpus of Dyadic Interactions to Study Emotion Perception 2018The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS)2018Multimodal Speech Emotion Recognition Using Audio and Text 2018End-to-End Speech Emotion Recognition Using Deep Neural Networks

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2023Interpretable multimodal emotion recognition using hybrid fusion of speech and image data

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2021Survey of Deep Representation Learning for Speech Emotion Recognitionarticle · 5 shared references 2025MemoCMT: multimodal emotion recognition using cross-modal transformer-based feature fusionarticle · 5 shared references 2020Attention Driven Fusion for Multi-Modal Emotion Recognitionother · 5 shared references 2024Exploring contactless techniques in multimodal emotion recognition: insights into diverse applications, challenges, solutions, and prospectsarticle · 5 shared references 2019Transfer Sparse Discriminant Subspace Learning for Cross-Corpus Speech Emotion Recognitionarticle · 5 shared references 2023Speech Emotion Recognition Using Attention Modelarticle · 4 shared references

Details

Year2021

Typeother

Published2021-08-27

VenueInterspeech (USB)

ISSN-L2308-457X

Languageen

Citations54

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.21437/interspeech.2021-1718

openalex_workW3198791972

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