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Recognition of speech emotion using custom 2D-convolution neural network deep learning algorithm
16 references·0 citing·41 second hop
Recognition of speech emotion using custom 2D-convolution neural network deep learning algorithm (2020)Recognition of speech emotion using custo…Speech Emotion Recognition Using Multi-hop Attention Mechanism (2019)Speech Emotion Recognition Us…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…Evaluating deep learning architectures for Speech Emotion Recognition (2017)Evaluating deep learning arch…Emotion Recognition From Speech With Recurrent Neural Networks (2017)Emotion Recognition From Spee…Emotion Recognition from Chinese Speech for Smart Affective Services Using a Combination of SVM and DBN (2017)Emotion Recognition from Chin…A review on emotion recognition using speech (2017)A review on emotion recogniti…Speech emotion recognition using convolutional and Recurrent Neural Networks (2016)Speech emotion recognition us…A new hybrid PSO assisted biogeography-based optimization for emotion and stress recognition from speech signal (2016)A new hybrid PSO assisted bio…Weighted spectral features based on local Hu moments for speech emotion recognition (2015)Weighted spectral features ba…Speech Emotion Recognition Using Fourier Parameters (2015)Speech Emotion Recognition Us…Speech emotion recognition using deep neural network and extreme learning machine (2014)Speech emotion recognition us…Sparse Autoencoder-Based Feature Transfer Learning for Speech Emotion Recognition (2013)Sparse Autoencoder-Based Feat…Speaker-dependent audio-visual emotion recognition (2009)Speaker-dependent audio-visua…IEMOCAP: interactive emotional dyadic motion capture database (2008)IEMOCAP: interactive emotiona…The eNTERFACE’05 Audio-Visual Emotion Database (2006)The eNTERFACE’05 Audio-Visual…Vocal communication of emotion: A review of research paradigms (2003)Vocal communication of emotio…The expression of the emotions in man and animals. (1872)An argument for basic emotions (1992)Affective Computing (1997)Are Emotions Natural Kinds? (2006)Measures of emotion: A review (2009)Emotion recognition in human-computer interaction (2001)A database of German emotional speech (2005)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Speech emotion recognition based on feature selection and extreme learning machine decision tree (2017)Databases, features and classifiers for speech emotion recognition: a review (2018)Speech Emotion Classification Using Attention-Based LSTM (2019)The INTERSPEECH 2009 emotion challenge (2009)Autoencoder-based Unsupervised Domain Adaptation for Speech Emotion Recognition (2014)Deep Learning for Human Affect Recognition: Insights and New Developments (2019)Two-layer fuzzy multiple random forest for speech emotion recognition in human-robot interaction (2019)Coefficient Alpha and the Internal Structure of Tests (1951)The Hidden Dimension (1973)A review of affective computing: From unimodal analysis to multimodal fusion (2017)Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations (2019)Facial Action Coding System (1978)Comprehensive database for facial expression analysis (2002)Emotion recognition using deep learning approach from audio–visual emotional big data (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)A Comprehensive Review of Speech Emotion Recognition Systems (2021)A Review on Speech Emotion Recognition Using Deep Learning and Attention Mechanism (2021)The Measurement of Observer Agreement for Categorical Data (1977)Intraclass correlations: Uses in assessing rater reliability. (1979)A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research (2016)Speech emotion recognition with deep convolutional neural networks (2020)Enhancements in Immediate Speech Emotion Detection: Harnessing Prosodic and Spectral Characteristics (2024)Affective computing: challenges (2003)Efficient Speech Emotion Recognition Using Multi-Scale CNN and Attention (2021)Head Fusion: Improving the Accuracy and Robustness of Speech Emotion Recognition on the IEMOCAP and RAVDESS Dataset (2021)Survey on bimodal speech emotion recognition from acoustic and linguistic information fusion (2022)Automatic speech emotion recognition using recurrent neural networks with local attention (2017)End-to-End Multimodal Emotion Recognition Using Deep Neural Networks (2017)Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers (2019)A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition (2019)
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References

  • 2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
  • 2003Vocal communication of emotion: A review of research paradigms2,039 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
  • 2014Speech emotion recognition using deep neural network and extreme learning machine822 cited
  • 2006The eNTERFACE’05 Audio-Visual Emotion Database615 cited
  • 2017Evaluating deep learning architectures for Speech Emotion Recognition553 cited
  • 2016Speech emotion recognition using convolutional and Recurrent Neural Networks422 cited
  • 2015Speech Emotion Recognition Using Fourier Parameters409 cited
  • 2013Sparse Autoencoder-Based Feature Transfer Learning for Speech Emotion Recognition366 cited
  • 2019Speech Emotion Recognition Using Multi-hop Attention Mechanism138 cited
  • 2009Speaker-dependent audio-visual emotion recognition136 cited
  • 2017Emotion Recognition from Chinese Speech for Smart Affective Services Using a Combination of SVM and DBN130 cited
  • 2017Emotion Recognition From Speech With Recurrent Neural Networks125 cited
  • 2016A new hybrid PSO assisted biogeography-based optimization for emotion and stress recognition from speech signal

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123 cited
  • 2017A review on emotion recognition using speech114 cited
  • 2015Weighted spectral features based on local Hu moments for speech emotion recognition107 cited
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