most citedModulation spectral features for speech emotion recognition using deep neural networks

72 citations · 72 across the 2 of their papers we have counts for

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2 papers

eess.AS2023

Wavelet Scattering Transform for Improving Generalization in Low-Resourced Spoken Language Identification

Spandan Dey, Premjeet Singh, Goutam Saha

Commonly used features in spoken language identification (LID), such as mel-spectrogram or MFCC, lose high-frequency information due to windowing. The loss further increases for lo…

eess.AS2023★ 72 cited

Modulation spectral features for speech emotion recognition using deep neural networks

Premjeet Singh, Md Sahidullah, Goutam Saha

This work explores the use of constant-Q transform based modulation spectral features (CQT-MSF) for speech emotion recognition (SER). The human perception and analysis of sound com…