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Speech Emotion Recognition via CNN-Transformer and multidimensional attention mechanism · Study

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ArticleSpeech Emotion Recognition via CNN-Transformer and multidimensional attention mechanism

Xiaoyu Tang2025

OA

Articlegreen2025

Speech Emotion Recognition via CNN-Transformer and multidimensional attention mechanism

Xiaoyu Tang · Yixin Lin · Ting Dang · Jintao Cheng

66 citations·0/0 files stored·Speech Communication

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Emotion and Mood Recognition Speech Recognition and Synthesis Speech and Audio Processing

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References

2008IEMOCAP: interactive emotional dyadic motion capture database 2005A database of German emotional speech 2010Survey on speech emotion recognition: Features, classification schemes, and databases 2003The role of voice quality in communicating emotion, mood and attitude 2019Speech Emotion Recognition Using Deep Learning Techniques: A Review 2010Cross-Corpus Acoustic Emotion Recognition: Variances and Strategies 2021Emotion Recognition from Speech Using wav2vec 2.0 Embeddings 2010Detection of Clinical Depression in Adolescents’ Speech During Family Interactions

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2023Speech emotion recognition approaches: A systematic reviewreview · 7 shared references 2020A survey of speech emotion recognition in natural environmentarticle · 6 shared references 2022A systematic literature review of speech emotion recognition approachesreview · 6 shared references 2024Speech Databases, Speech Features, and Classifiers in Speech Emotion Recognition: A Reviewarticle · 6 shared references 2021Head Fusion: Improving the Accuracy and Robustness of Speech Emotion Recognition on the IEMOCAP and RAVDESS Datasetarticle · 5 shared references 2020Improve Accuracy of Speech Emotion Recognition with Attention Head Fusionother · 5 shared references

Details

Year2025

Typearticle

Published2025-04-23

VenueSpeech Communication

ISSN-L0167-6393

Languageen

Citations66

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.specom.2025.103242

openalex_workW4409728756

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