72 citations · 83 across the 4 of their papers we have counts for
5 papers
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…
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…
Analysis of constant-Q filterbank based representations for speech emotion recognition
Premjeet Singh, Shefali Waldekar, Md Sahidullah +1
This work analyzes the constant-Q filterbank-based time-frequency representations for speech emotion recognition (SER). Constant-Q filterbank provides non-linear spectro-temporal r…
Deep scattering network for speech emotion recognition
Premjeet Singh, Goutam Saha, Md Sahidullah
This paper introduces scattering transform for speech emotion recognition (SER). Scattering transform generates feature representations which remain stable to deformations and shif…
Non-linear frequency warping using constant-Q transformation for speech emotion recognition
Premjeet Singh, Goutam Saha, Md Sahidullah
In this work, we explore the constant-Q transform (CQT) for speech emotion recognition (SER). The CQT-based time-frequency analysis provides variable spectro-temporal resolution wi…