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Emotion recognition in speech using MFCC and wavelet features
7 references·13 citing·48 second hop
Emotion recognition in speech using MFCC and wavelet features (2013)Emotion recognition in speech using MFCC …Toward detecting emotions in spoken dialogs (2005)Toward detecting emotions in …The role of intonation in emotional expressions (2005)The role of intonation in emo…Audio-visual based emotion recognition-a new approach (2004)Audio-visual based emotion re…Recognizing emotion in speech (2002)Recognizing emotion in speechBimodal emotion recognition (2002)Bimodal emotion recognitionNonlinear feature based classification of speech under stress (2001)Nonlinear feature based class…Vocal cues to speaker affect: Testing two models (1984)Vocal cues to speaker affect:…Speech Databases, Speech Features, and Classifiers in Speech Emotion Recognition: A Review (2024)Speech Databases, Speech Feat…Wavelet Multiresolution Analysis Based Speech Emotion Recognition System Using 1D CNN LSTM Networks (2023)Wavelet Multiresolution Analy…A BiLSTM–Transformer and 2D CNN Architecture for Emotion Recognition from Speech (2023)A BiLSTM–Transformer and 2D C…Egyptian Arabic speech emotion recognition using prosodic, spectral and wavelet features (2020)Egyptian Arabic speech emotio…Efficient speech emotion recognition using modified feature extraction (2020)Efficient speech emotion reco…Speech emotion recognition research: an analysis of research focus (2018)Speech emotion recognition re…Applying Machine Learning Techniques for Speech Emotion Recognition (2018)Applying Machine Learning Tec…Stressed speech emotion recognition using feature fusion of teager energy operator and MFCC (2017)Stressed speech emotion recog…Emotion recognition from speech using MFCC and DWT for security system (2017)Emotion recognition from spee…Deep Visual Attributes vs. Hand-Crafted Audio Features on Multidomain Speech Emotion Recognition (2017)Deep Visual Attributes vs. Ha…Emotion recognition on the basis of audio signal using Naive Bayes classifier (2016)Emotion recognition on the ba…Emotion Detection Using MFCC and Cepstrum Features (2015)Emotion Detection Using MFCC …A new approach of audio emotion recognition (2014)A new approach of audio emoti…The role of emotion in believable agents (1994)Prosody-based automatic detection of annoyance and frustration in human-computer dialog (2002)Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching (2017)Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos (2018)Speech emotion recognition using hidden Markov models (2003)A database of German emotional speech (2005)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)A Combined Rule-Based & Machine Learning Audio-Visual Emotion Recognition Approach (2016)Combining ecological momentary assessment with objective, ambulatory measures of behavior and physiology in substance-use research (2017)Transformer-Based Multimodal Emotional Perception for Dynamic Facial Expression Recognition in the Wild (2023)The intonation of American English. By Kenneth L. Pike. (University of Michigan Publications: Linguistics, Vol. 1.) Pp. xi + 200, lithoprinted. Ann Arbor: University of Michigan Press, 1946. (1947)Intonation of colloquial English (1961)Prosodic Systems and Intonation in English (1969)Experimental study of affect bursts (2003)The effects of affective interventions in human–computer interaction (2004)Analog acoustic expression in speech communication (2006)The phonology and phonetics of English intonation (1987)Acoustic profiles in vocal emotion expression. (1996)Praat, a system for doing phonetics by computer (2002)Analysis of Emotionally Salient Aspects of Fundamental Frequency for Emotion Detection (2009)Perceptual Cues in Nonverbal Vocal Expressions of Emotion (2010)Behavioral Signal Processing: Deriving Human Behavioral Informatics From Speech and Language (2013)Assessing agreement on classification tasks: the kappa statistic (1996)Emotion recognition in human-computer interaction (2001)Analysis of emotion recognition using facial expressions, speech and multimodal information (2004)Emotional speech recognition: Resources, features, and methods (2006)Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge (2011)Affect Recognition from Face and Body: Early Fusion vs. Late Fusion (2006)Multimodal information fusion application to human emotion recognition from face and speech (2009)Communication Without Words (2017)Multimodal big data affective analytics: A comprehensive survey using text, audio, visual and physiological signals (2019)Emotions and Speech: Some Acoustical Correlates (1972)Speech Analysis Synthesis and Perception (1972)The Lombard reflex and its role on human listeners and automatic speech recognizers (1993)Automatic speech emotion recognition using modulation spectral features (2010)Cross-Corpus Acoustic Emotion Recognition: Variances and Strategies (2010)Speech Emotion Recognition Using Fourier Parameters (2015)Emotion recognition in speech signal: experimental study, development, and application (2000)Facial expression recognition from video sequences: temporal and static modeling (2003)Multimodal Human Computer Interaction: A Survey (2005)CHEAVD: a Chinese natural emotional audio–visual database (2016)EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition (2022)Praat : doing phonetics by computer [Computer program] (2011)What is Meant by Calling Emotions Basic (2011)Arabic Speech Emotion Recognition From Saudi Dialect Corpus (2021)Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition (2023)Enhanced speech emotion detection using deep neural networks (2018)RETRACTED ARTICLE: Speech Emotion Recognition: A Comprehensive Survey (2023)
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References

  • 2005Toward detecting emotions in spoken dialogs969 cited
  • 2002Recognizing emotion in speech494 cited
  • 2005The role of intonation in emotional expressions450 cited
  • 2001Nonlinear feature based classification of speech under stress409 cited
  • 1984Vocal cues to speaker affect: Testing two models219 cited
  • 2002Bimodal emotion recognition196 cited
  • 2004Audio-visual based emotion recognition-a new approach127 cited

Cited by

  • 2014A new approach of audio emotion recognition115 cited
  • 2015Emotion Detection Using MFCC and Cepstrum Features104 cited
  • 2020Egyptian Arabic speech emotion recognition using prosodic, spectral and wavelet features98 cited
  • 2017Emotion recognition from speech using MFCC and DWT for security system68 cited
  • 2018Speech emotion recognition research: an analysis of research focus68 cited
  • 2017Deep Visual Attributes vs. Hand-Crafted Audio Features on Multidomain Speech Emotion Recognition63 cited
  • 2016Emotion recognition on the basis of audio signal using Naive Bayes classifier62 cited
  • 2017Stressed speech emotion recognition using feature fusion of teager energy operator and MFCC

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60 cited
  • 2020Efficient speech emotion recognition using modified feature extraction58 cited
  • 2024Speech Databases, Speech Features, and Classifiers in Speech Emotion Recognition: A Review56 cited
  • 2023Wavelet Multiresolution Analysis Based Speech Emotion Recognition System Using 1D CNN LSTM Networks49 cited
  • 2018Applying Machine Learning Techniques for Speech Emotion Recognition49 cited
  • 2023A BiLSTM–Transformer and 2D CNN Architecture for Emotion Recognition from Speech44 cited