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Brute-forcing hierarchical functionals for paralinguistics: A waste of feature space?
7 references·3 citing·39 second hop
Brute-forcing hierarchical functionals for paralinguistics: A waste of feature space? (2008)Brute-forcing hierarchical functionals fo…The relevance of feature type for the automatic classification of emotional user states: low level descriptors and functionals (2007)The relevance of feature type…Audiovisual Behavior Modeling by Combined Feature Spaces (2007)Audiovisual Behavior Modeling…Timing levels in segment-based speech emotion recognition (2006)Timing levels in segment-base…Combining Efforts for Improving Automatic Classification of Emotional User States (2006)Combining Efforts for Improvi…Emotional Speech Classification Using Gaussian Mixture Models and the Sequential Floating Forward Selection Algorithm (2005)Emotional Speech Classificati…Comparing Feature Sets for Acted and Spontaneous Speech in View of Automatic Emotion Recognition (2005)Comparing Feature Sets for Ac…A database of German emotional speech (2005)A database of German emotiona…Emotion recognition in Arabic speech (2018)Emotion recognition in Arabic…A multitask approach to continuous five-dimensional affect sensing in natural speech (2012)A multitask approach to conti…Data-driven clustering in emotional space for affect recognition using discriminatively trained LSTM networks (2009)Data-driven clustering in emo…Emotion: A Psychoevolutionary Synthesis (1980)FEELTRACE: an instrument for recording perceived emotion in real time (2000)Emotion recognition in human-computer interaction (2001)Toward an affect-sensitive multimodal human-computer interaction (2003)Combining frame and turn-level information for robust recognition of emotions within speech (2007)Speech Emotion Recognition Using Convolution Neural Networks and Multi-Head Convolutional Transformer (2023)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)Facial expression recognition from video sequences: temporal and static modeling (2003)Audiovisual emotion recognition using ANOVA feature selection method and multi-classifier neural networks (2012)A Review of Generalizable Transfer Learning in Automatic Emotion Recognition (2020)A LSTM based deep learning network for recognizing emotions using wireless brainwave driven system (2021)The World of Emotions is not Two-Dimensional (2007)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models (2016)Multitask Learning From Augmented Auxiliary Data for Improving Speech Emotion Recognition (2022)Deep emotion recognition in textual conversations: a survey (2024)Automatic statistical analysis of the signal and prosodic signs of emotion in speech (2002)Speech emotion recognition combining acoustic features and linguistic information in a hybrid support vector machine-belief network architecture (2004)Toward detecting emotions in spoken dialogs (2005)Boosting selection of speech related features to improve performance of multi-class SVMs in emotion detection (2008)Speaker-independent emotion recognition exploiting a psychologically-inspired binary cascade classification schema (2012)Emotion Recognition for Healthcare Surveillance Systems Using Neural Networks: A Survey (2021)How to find trouble in communication (2003)The production and recognition of emotions in speech: features and algorithms (2003)Multimodal emotion recognition from expressive faces, body gestures and speech (2007)Combining Long Short-Term Memory and Dynamic Bayesian Networks for Incremental Emotion-Sensitive Artificial Listening (2010)Domain Adversarial for Acoustic Emotion Recognition (2018)Challenges in real-life emotion annotation and machine learning based detection (2005)Private emotions versus social interaction: a data-driven approach towards analysing emotion in speech (2007)Detecting emotional state of a child in a conversational computer game (2010)The SEMAINE API: Towards a Standards-Based Framework for Building Emotion-Oriented Systems (2010)IEMOCAP: interactive emotional dyadic motion capture database (2008)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Praat, a system for doing phonetics by computer (2002)Whodunnit – Searching for the most important feature types signalling emotion-related user states in speech (2010)Multimodal assistive technologies for depression diagnosis and monitoring (2013)Multi-level Attention Network using Text, Audio and Video for Depression Prediction (2019)
this work references cited by second hop

References

  • 2005A database of German emotional speech2,365 cited
  • 2005Comparing Feature Sets for Acted and Spontaneous Speech in View of Automatic Emotion Recognition223 cited
  • 2007The relevance of feature type for the automatic classification of emotional user states: low level descriptors and functionals191 cited
  • 2006Combining Efforts for Improving Automatic Classification of Emotional User States119 cited
  • 2006Timing levels in segment-based speech emotion recognition84 cited
  • 2007Audiovisual Behavior Modeling by Combined Feature Spaces82 cited
  • 2005Emotional Speech Classification Using Gaussian Mixture Models and the Sequential Floating Forward Selection Algorithm70 cited

Cited by

  • 2012A multitask approach to continuous five-dimensional affect sensing in natural speech53 cited
  • 2018Emotion recognition in Arabic speech49 cited
  • 2009Data-driven clustering in emotional space for affect recognition using discriminatively trained LSTM networks48 cited

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