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Attention guided 3D CNN-LSTM model for accurate speech based emotion recognition · Study

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ArticleAttention guided 3D CNN-LSTM model for accurate speech based emotion recognition

Orhan Atıla2021

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Articlegreen2021

Attention guided 3D CNN-LSTM model for accurate speech based emotion recognition

Orhan Atıla · Abdulkadir Şengür

130 citations·0/0 files stored·Applied Acoustics

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

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References

1988Approach to an irregular time series on the basis of the fractal theory 2018The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English 2020Speech emotion recognition with deep convolutional neural networks 2017Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching 2020Clustering-Based Speech Emotion Recognition by Incorporating Learned Features and Deep BiLSTM 2019A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition 2017Audio-Visual Emotion Recognition in Video Clips 2017Speech emotion recognition based on feature selection and extreme learning machine decision tree

Cited by

2021A Proposal for Multimodal Emotion Recognition Using Aural Transformers and Action Units on RAVDESS Dataset 2023Speech emotion recognition approaches: A systematic review 2023Speech Emotion Recognition Using Convolution Neural Networks and Multi-Head Convolutional Transformer

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2022A systematic literature review of speech emotion recognition approachesreview · 9 shared references 2023Speech emotion recognition approaches: A systematic reviewreview · 9 shared references 2021Optimal feature selection based speech emotion recognition using two‐stream deep convolutional neural networkarticle · 8 shared references 2022GM-TCNet: Gated Multi-scale Temporal Convolutional Network using Emotion Causality for Speech Emotion Recognitionarticle · 8 shared references 2020Automated accurate speech emotion recognition system using twine shuffle pattern and iterative neighborhood component analysis techniquesarticle · 7 shared references 2021Att-Net: Enhanced emotion recognition system using lightweight self-attention modulearticle · 7 shared references

Details

Year2021

Typearticle

Published2021-07-07

VenueApplied Acoustics

ISSN-L0003-682X

Languageen

Citations130

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.apacoust.2021.108260

openalex_workW3178599867

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