activity
20212023
most citedModulation spectral features for speech emotion recognition using deep neural networks

72 citations · 83 across the 4 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

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…