Speech emotion recognition by using complex MFCC and deep sequential model

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

Geoffrey E. Hinton, Li Deng, Dong Yu et al. · IEEE Signal Processing Magazine · 2012 · 10.2K citations

Engineering, Machine Learning, Acoustic Modeling +16

Convolutional Neural Networks for Speech Recognition

Ossama Abdel‐Hamid, Abdelrahman Mohamed, Hui Jiang et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2014 · 2.3K citations

Speech Perception, Engineering, Machine Learning +15

A database of German emotional speech

Felix Burkhardt, Astrid Paeschke, Manfred Rolfes et al. · 2005 · 2.2K citations

Speech Corpus, Spoken Language Processing, German Emotional Speech +16

Survey on speech emotion recognition: Features, classification schemes, and databases

Moataz El Ayadi, Mohamed S. Kamel, Fakhri Karray · Pattern Recognition · 2010 · 2K citations

Engineering, Speech Analysis, Data Science +13

The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English

Steven R. Livingstone, Frank Russo · PLoS ONE · 2018 · 1.7K citations · Full text

Speech Corpus, Voice Disorders, Ryerson Audio-visual Database +23