Search Results for author: Premjeet Singh

Found 5 papers, 0 papers with code

Modulation spectral features for speech emotion recognition using deep neural networks

no code implementations14 Jan 2023 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).

Speech Emotion Recognition

Analysis of constant-Q filterbank based representations for speech emotion recognition

no code implementations29 Nov 2022 Premjeet Singh, Shefali Waldekar, Md Sahidullah, Goutam Saha

This work analyzes the constant-Q filterbank-based time-frequency representations for speech emotion recognition (SER).

Speech Emotion Recognition

Deep scattering network for speech emotion recognition

no code implementations11 May 2021 Premjeet Singh, Goutam Saha, Md Sahidullah

We also investigate layer-wise scattering coefficients to analyse the importance of time shift and deformation stable scalogram and modulation spectrum coefficients for SER.

Speech Emotion Recognition

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