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Improved speech emotion recognition with Mel frequency magnitude coefficient · Study

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ArticleImproved speech emotion recognition with Mel frequency magnitude coefficient

J. Ancilin2021

Article2021

Improved speech emotion recognition with Mel frequency magnitude coefficient

J. Ancilin · Arulappan Milton

194 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

2005A database of German emotional speech 2010Survey on speech emotion recognition: Features, classification schemes, and databases 2018The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English 2005Toward detecting emotions in spoken dialogs 2003Speech emotion recognition using hidden Markov models 2006The eNTERFACE’05 Audio-Visual Emotion Database 2015Speech Emotion Recognition Using Fourier Parameters 2010Automatic speech emotion recognition using modulation spectral features

Cited by

2022Hybrid LSTM-Transformer Model for Emotion Recognition From Speech Audio Files 2022Automated emotion recognition: Current trends and future perspectives 2021Multimodal Emotion Recognition on RAVDESS Dataset Using Transfer Learning 2021Attention guided 3D CNN-LSTM model for accurate speech based emotion recognition 2023Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition

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2024Speech Databases, Speech Features, and Classifiers in Speech Emotion Recognition: A Reviewarticle · 8 shared references 2020A survey of speech emotion recognition in natural environmentarticle · 7 shared references 2022A systematic literature review of speech emotion recognition approachesreview · 7 shared references 2022Modulation spectral features for speech emotion recognition using deep neural networksarticle · 7 shared references 2018Databases, features and classifiers for speech emotion recognition: a reviewarticle · 6 shared references 2012Modular neural-SVM scheme for speech emotion recognition using ANOVA feature selection methodarticle · 6 shared references

Details

Year2021

Typearticle

Published2021-03-26

VenueApplied Acoustics

ISSN-L0003-682X

Languageen

Citations194

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.apacoust.2021.108046

openalex_workW3145643603

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2021A Proposal for Multimodal Emotion Recognition Using Aural Transformers and Action Units on RAVDESS Dataset

2023RETRACTED ARTICLE: Speech Emotion Recognition: A Comprehensive Survey

2023Speech emotion recognition approaches: A systematic review