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Learning Salient Features for Speech Emotion Recognition Using Convolutional Neural Networks
6 references·16 citing·32 second hop
Learning Salient Features for Speech Emotion Recognition Using Convolutional Neural Networks (2014)Learning Salient Features for Speech Emot…Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Survey on speech emotion reco…A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)A Survey of Affect Recognitio…Emotional speech recognition: Resources, features, and methods (2006)Emotional speech recognition:…Toward detecting emotions in spoken dialogs (2005)Toward detecting emotions in …A database of German emotional speech (2005)A database of German emotiona…Speech emotion recognition using hidden Markov models (2003)Speech emotion recognition us…Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects (2023)Deep learning-based multimoda…MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach (2020)MLT-DNet: Speech emotion reco…Emotion Recognition and Detection Methods: A Comprehensive Survey (2020)Emotion Recognition and Detec…Clustering-Based Speech Emotion Recognition by Incorporating Learned Features and Deep BiLSTM (2020)Clustering-Based Speech Emoti…Speech Emotion Recognition From 3D Log-Mel Spectrograms With Deep Learning Network (2019)Speech Emotion Recognition Fr…SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG (2019)SAE+LSTM: A New Framework for…Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning (2019)Improved End-to-End Speech Em…A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition (2019)A CNN-Assisted Enhanced Audio…Speech emotion recognition (2018)Speech emotion recognitionAn Attention Pooling Based Representation Learning Method for Speech Emotion Recognition (2018)An Attention Pooling Based Re…3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition (2018)3-D Convolutional Recurrent N…Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching (2017)Speech Emotion Recognition Us…Speech Emotion Recognition from Spectrograms with Deep Convolutional Neural Network (2017)Speech Emotion Recognition fr…Speech emotion recognition based on feature selection and extreme learning machine decision tree (2017)Speech emotion recognition ba…Evaluating deep learning architectures for Speech Emotion Recognition (2017)Evaluating deep learning arch…Continuous Probability Distribution Prediction of Image Emotions via Multitask Shared Sparse Regression (2016)Continuous Probability Distri…Acoustic profiles in vocal emotion expression. (1996)The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing (2015)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)Attention, intentions, and the structure of discourse (1986)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Emotion recognition in human-computer interaction (2001)Speech emotion recognition using deep neural network and extreme learning machine (2014)A review of affective computing: From unimodal analysis to multimodal fusion (2017)Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)Assessing agreement on classification tasks: the kappa statistic (1996)Analysis of emotion recognition using facial expressions, speech and multimodal information (2004)Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge (2011)The expression of the emotions in man and animals. (1872)Vocal affect expression: A review and a model for future research. (1986)Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers (2019)Toward machine emotional intelligence: analysis of affective physiological state (2001)Emotion recognition from speech: a review (2012)Speech Emotion Recognition Using Deep Learning Techniques: A Review (2019)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Affective Computing (1997)Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Deep Facial Expression Recognition: A Survey (2020)IEMOCAP: interactive emotional dyadic motion capture database (2008)Emotion recognition using deep learning approach from audio–visual emotional big data (2018)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network (2016)Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models (2021)Emotion Recognition in Immersive Virtual Reality: From Statistics to Affective Computing (2020)A Comprehensive Review of Speech Emotion Recognition Systems (2021)Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap (2023)
this work references cited by second hop

References

  • 2008A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions2,797 cited
  • 2005A database of German emotional speech2,365 cited
  • 2010Survey on speech emotion recognition: Features, classification schemes, and databases2,076 cited
  • 2005Toward detecting emotions in spoken dialogs969 cited
  • 2006Emotional speech recognition: Resources, features, and methods927 cited
  • 2003Speech emotion recognition using hidden Markov models920 cited

Cited by

  • 2017Evaluating deep learning architectures for Speech Emotion Recognition553 cited
  • 2018Speech emotion recognition547 cited
  • 20183-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition503 cited
  • 2017Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching443 cited
  • 2017Speech Emotion Recognition from Spectrograms with Deep Convolutional Neural Network414 cited
  • 2020Clustering-Based Speech Emotion Recognition by Incorporating Learned Features and Deep BiLSTM402 cited
  • 2019A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition393 cited
  • 2019Speech Emotion Recognition From 3D Log-Mel Spectrograms With Deep Learning Network356 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

  • 2019SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG269 cited
  • 2017Speech emotion recognition based on feature selection and extreme learning machine decision tree267 cited
  • 2023Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects256 cited
  • 2020Emotion Recognition and Detection Methods: A Comprehensive Survey214 cited
  • 2020MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach205 cited
  • 2019Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning197 cited
  • 2016Continuous Probability Distribution Prediction of Image Emotions via Multitask Shared Sparse Regression193 cited
  • 2018An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition185 cited