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Bagged support vector machines for emotion recognition from speech · Study

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ArticleBagged support vector machines for emotion recognition from speech

Anjali Bhavan2019

Article2019

Bagged support vector machines for emotion recognition from speech

Anjali Bhavan · Hitkul · Rajiv Ratn Shah

248 citations·0/0 files stored·Knowledge-Based Systems

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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 2018The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English 2003The role of voice quality in communicating emotion, mood and attitude 2010A comparative assessment of ensemble learning for credit scoring 2004Speech emotion recognition combining acoustic features and linguistic information in a hybrid support vector machine-belief network architecture 2015Speech Emotion Recognition Using Fourier Parameters 2006Ensemble methods for spoken emotion recognition in call-centres 2017Speech emotion recognition based on feature selection and extreme learning machine decision tree

Cited by

2023An ensemble 1D-CNN-LSTM-GRU model with data augmentation for speech emotion recognition 2021Multimodal Emotion Recognition on RAVDESS Dataset Using Transfer Learning 2020Automated accurate speech emotion recognition system using twine shuffle pattern and iterative neighborhood component analysis techniques 2020A Novel Approach for Classification of Speech Emotions Based on Deep and Acoustic Features

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2021Deep Learning Techniques for Speech Emotion Recognition, from Databases to Modelsreview · 5 shared references 2020A survey of speech emotion recognition in natural environmentarticle · 5 shared references 2023An ensemble 1D-CNN-LSTM-GRU model with data augmentation for speech emotion recognitionarticle · 4 shared references 2021Improved speech emotion recognition with Mel frequency magnitude coefficientarticle · 4 shared references 2022A systematic literature review of speech emotion recognition approachesreview · 4 shared references 2020End-to-End Speech Emotion Recognition With Gender Informationarticle · 4 shared references

Details

Year2019

Typearticle

Published2019-08-02

VenueKnowledge-Based Systems

ISSN-L0950-7051

Languageen

Citations248

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.knosys.2019.104886

openalex_workW2964370293

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2021

Att-Net: Enhanced emotion recognition system using lightweight self-attention module

2020CLSTM: Deep Feature-Based Speech Emotion Recognition Using the Hierarchical ConvLSTM Network

2023Multimodal emotion recognition using cross modal audio-video fusion with attention and deep metric learning

2023Speech emotion recognition using machine learning — A systematic review